Publications: Kathleen McKeown

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  • Affiliation: Professor of Computer Science and Director, Data Science Institute, Columbia University
  • Google Scholar ID: ujDhg2sAAAAJ
  • Total Publications: 362

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Title Year Citations Score
Predicting the semantic orientation of adjectives
35th annual meeting of the association for computational linguistics and 8th …, 1997
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1997 2942 99.4%
Text generation
Cambridge University Press, 1992
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1992 1287 98.1%
Benchmarking large language models for news summarization
arXiv preprint arXiv:2301.13848, 2023
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2023 100 97.7%
Sentence fusion for multidocument news summarization
Computational Linguistics 31 (3), 297-328, 2005
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2005 1006 97.6%
A survey of text summarization techniques
Mining text data, 43-76, 2012
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2012 749 97.5%
Automatic Summarization
Foundations and Trends® in Information Retrieval 5 (2-3), 103-233, 2011
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2011 812 97.5%
Automatic Summarization
Foundations and Trends in Information Retrieval 52 (2-3), 103-233, 2011
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2011 811 97.4%
Translating collocations for bilingual lexicons: A statistical approach
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1996 748 96.2%
Introduction to the special issue on summarization
Computational linguistics 28 (4), 399-408, 2002
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2002 773 95.7%
Supporting clustering with contrastive learning
arXiv preprint arXiv:2103.12953, 2021
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2021 147 95.4%
Extracting paraphrases from a parallel corpus
Proceedings of the 39th annual meeting of the Association for Computational …, 2001
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2001 682 95.0%
Generating natural language summaries from multiple on-line sources
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1997 605 94.8%
Generating summaries of multiple news articles
Proceedings of the 18th annual international ACM SIGIR conference on …, 1995
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1995 552 94.8%
Extracting social networks from literary fiction
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2010 453 94.2%
Information fusion in the context of multi-document summarization
Proceedings of the 37th annual meeting of the Association for Computational …, 1999
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1999 566 94.0%
Discourse strategies for generating natural-language text
Artificial intelligence 27 (1), 1-41, 1985
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1985 443 93.7%
Entity-level factual consistency of abstractive text summarization
arXiv preprint arXiv:2102.09130, 2021
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2021 107 93.2%
The pyramid method: Incorporating human content selection variation in summarization evaluation
ACM Transactions on Speech and Language Processing (TSLP) 4 (2), 4-es, 2007
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2007 389 92.4%
WikiLingua: A new benchmark dataset for cross-lingual abstractive summarization
arXiv preprint arXiv:2010.03093, 2020
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2020 141 92.4%
Discourse segmentation of multi-party conversation
Proceedings of the 41st Annual Meeting of the Association for Computational …, 2003
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2003 466 92.3%
Twitter sentiment in New York City parks as measure of well-being
Landscape and urban planning 189, 235-246, 2019
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2019 150 91.4%
Automating the generation of coordinated multimedia explanations
Computer 24 (10), 33-41, 1991
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1991 340 91.2%
Tracking and summarizing news on a daily basis with Columbia’s Newsblaster
Proceedings of the human language technology conference, 280-285, 2002
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2002 389 90.7%
Content selection in deep learning models of summarization
arXiv preprint arXiv:1810.12343, 2018
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2018 168 90.3%
Zero-shot stance detection: A dataset and model using generalized topic representations
arXiv preprint arXiv:2010.03640, 2020
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2020 111 90.1%
Improving factual consistency of abstractive summarization via question answering
arXiv preprint arXiv:2105.04623, 2021
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2021 74 89.4%
Summarization evaluation methods: Experiments and analysis
AAAI symposium on intelligent summarization 11, 1998
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1998 313 89.1%
Cut and paste based text summarization
1st Meeting of the North American chapter of the association for …, 2000
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2000 347 89.1%
Age prediction in blogs: A study of style, content, and online behavior in pre-and post-social media generations
Proceedings of the 49th annual meeting of the association for computational …, 2011
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2011 245 89.1%
Contextual phrase-level polarity analysis using lexical affect scoring and syntactic n-grams
Proceedings of the 12th Conference of the European Chapter of the ACL (EACL …, 2009
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2009 264 88.9%
Towards multidocument summarization by reformulation: Progress and prospects
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1999 317 88.7%
Ampersand: Argument mining for persuasive online discussions
arXiv preprint arXiv:2004.14677, 2020
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2020 98 88.5%
Automatically extracting and representing collocations for language generation
28th Annual Meeting of the Association for Computational Linguistics, 252-259, 1990
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1990 250 88.4%
A compositional context sensitive multi-document summarizer: exploring the factors that influence summarization
Proceedings of the 29th annual international ACM SIGIR conference on …, 2006
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2006 274 88.3%
The challenge of spoken language systems: Research directions for the nineties
IEEE transactions on Speech and Audio processing 3 (1), 1-21, 1995
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1995 263 88.0%
Adversarial learning for zero-shot stance detection on social media
arXiv preprint arXiv:2105.06603, 2021
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2021 63 87.2%
Simfinder: A flexible clustering tool for summarization
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2001 276 86.5%
Finding terminology translations from non-parallel corpora
Fifth Workshop on Very Large Corpora, 1997
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1997 239 86.0%
Identifying agreement and disagreement in conversational speech: Use of bayesian networks to model pragmatic dependencies
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2004 249 85.8%
Towards the automatic identification of adjectival scales: Clustering adjectives according to meaning
31st Annual Meeting of the Association for Computational Linguistics, 172-182, 1993
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1993 206 85.7%
Generating natural language text in response to questions about database structure.
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1983 183 85.7%
Improving word sense disambiguation in lexical chaining
Proceedings of 18th International Joint Conference on Artificial …, 2003
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2003 257 85.5%
The decomposition of human-written summary sentences
Proceedings of the 22nd annual international ACM SIGIR conference on …, 1999
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1999 246 85.4%
Coordinating Text and Graphics in Explanation Generation.
AAAI, 442-449, 1990
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1990 194 85.1%
Dreaddit: A reddit dataset for stress analysis in social media
arXiv preprint arXiv:1911.00133, 2019
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2019 89 84.8%
Analyzing the semantic types of claims and premises in an online persuasive forum
Proceedings of the 4th Workshop on Argument Mining, 2017
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2017 118 84.5%
Infosurgeon: Cross-media fine-grained information consistency checking for fake news detection
Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021
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2021 53 84.5%
Tailoring lexical choice to the user’s vocabulary in multimedia explanation generation
31st Annual Meeting of the Association for Computational Linguistics, 226-234, 1993
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1993 187 84.4%
Human-Centric Justification of Machine Learning Predictions.
IJCAI 2017, 1461-1467, 2017
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2017 112 83.7%
Predictive embeddings for hate speech detection on twitter
arXiv preprint arXiv:1809.10644, 2018
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2018 101 83.5%
Linear segmentation and segment significance
arXiv preprint cs/9809020, 1998
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1998 206 83.5%
Faithful or extractive? on mitigating the faithfulness-abstractiveness trade-off in abstractive summarization
arXiv preprint arXiv:2108.13684, 2021
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2021 49 83.2%
Practical issues in automatic documentation generation
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1994 181 83.0%
On the relation between sensitivity and accuracy in in-context learning
arXiv preprint arXiv:2209.07661, 2022
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2022 28 81.8%
Automatic attribution of quoted speech in literary narrative
Proceedings of the AAAI Conference on Artificial Intelligence 24 (1), 1013-1019, 2010
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2010 158 81.2%
Identifying causal relations using parallel Wikipedia articles
Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016
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2016 104 81.0%
Paraphrasing questions using given and new information
American Journal of Computational Linguistics 9 (1), 1-10, 1983
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1983 126 80.9%
Faking fake news for real fake news detection: Propaganda-loaded training data generation
arXiv preprint arXiv:2203.05386, 2022
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2022 25 79.6%
Columbia multi-document summarization: Approach and evaluation
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2001 174 79.5%
Emotion-infused models for explainable psychological stress detection
Proceedings of the 2021 conference of the North American Chapter of the …, 2021
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2021 40 79.3%
Lexicalized Markov grammars for sentence compression
Human Language Technologies 2007: The Conference of the North American …, 2007
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2007 146 78.7%
A robust abstractive system for cross-lingual summarization
Proceedings of the 2019 Conference of the North American Chapter of the …, 2019
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2019 62 78.1%
Collocations
Handbook of Natural Language Processing. Marcel Dekker, 1-23, 2000
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2000 162 78.0%
Paraphrasing using given and new information in a question-answer system
Technical Reports (CIS), 723, 1980
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1980 106 77.8%
IMHO fine-tuning improves claim detection
arXiv preprint arXiv:1905.07000, 2019
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2019 61 77.7%
System and method for document collection, grouping and summarization
US Patent 8,176,418, 2012
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2012 115 77.5%
Aggregated word pair features for implicit discourse relation disambiguation
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2013 107 77.3%
A technical word-and term-translation aid using noisy parallel corpora across language groups
Machine translation 12, 53-87, 1997
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1997 136 76.9%
Aligning noisy parallel corpora across language groups: Word pair feature matching by dynamic time warping
arXiv preprint cmp-lg/9409011, 1994
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1994 126 76.8%
Syntactic simplification for improving content selection in multi-document summarization
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2004 144 76.6%
Generating concise natural language summaries
Information Processing & Management 31 (5), 703-733, 1995
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1995 122 76.4%
Do summaries help?
Proceedings of the 28th annual international ACM SIGIR conference on …, 2005
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2005 130 75.5%
Statistical acquisition of content selection rules for natural language generation
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2003 136 75.3%
I couldn’t agree more: The role of conversational structure in agreement and disagreement detection in online discussions
Proceedings of the 16th Annual Meeting of the Special Interest Group on …, 2015
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2015 85 74.9%
Language generation and explanation
Annual Review of Computer Science 2 (1), 401-449, 1987
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1987 98 74.9%
Faithfulness-aware decoding strategies for abstractive summarization
arXiv preprint arXiv:2303.03278, 2023
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2023 11 73.7%
Integration of visual and text-based approaches for the content labeling and classification of photographs
Acm sigir 99, 15-19, 1999
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1999 117 73.2%
Persuasive influence detection: The role of argument sequencing
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
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2018 59 72.9%
Generating connectives
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1990 94 72.8%
Experiments in multidocument summarization
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2002 119 72.6%
Predicting salient updates for disaster summarization
Proceedings of the 53rd Annual Meeting of the Association for Computational …, 2015
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2015 77 72.6%
Natural language generation in COMET
Current research in natural language generation, 103-139, 1990
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1990 92 72.4%
Predicting the impact of scientific concepts using full‐text features
Journal of the Association for Information Science and Technology 67 (11 …, 2016
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2016 70 72.3%
Learning to revise references for faithful summarization
arXiv preprint arXiv:2204.10290, 2022
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2022 18 72.2%
Sentence ordering in multidocument summarization
Proceedings of the first international conference on Human language …, 2001
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2001 116 72.1%
Fine-grained sentiment analysis with faithful attention
arXiv preprint arXiv:1908.06870, 2019
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2019 47 71.7%
Columbia newsblaster: Multilingual news summarization on the web
Demonstration Papers at HLT-NAACL 2004, 1-4, 2004
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2004 112 71.6%
Detection of question-answer pairs in email conversations
COLING 2004: Proceedings of the 20th International Conference on …, 2004
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2004 112 71.6%
Contextual analysis of social media: The promise and challenge of eliciting context in social media posts with natural language processing
Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, 337-342, 2020
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2020 39 71.5%
When Do Pre-Training Biases Propagate to Downstream Tasks? A Case Study in Text Summarization
Proceedings of the 17th Conference of the European Chapter of the …, 2023
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2023 10 71.4%
Penguins Don't Fly: Reasoning about Generics through Instantiations and Exceptions
arXiv preprint arXiv:2205.11658, 2022
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2022 17 70.8%
Empirically designing and evaluating a new revision-based model for summary generation
Artificial Intelligence 85 (1-2), 135-179, 1996
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1996 94 70.6%
Customization in a unified framework for summarizing medical literature
Artificial intelligence in medicine 33 (2), 179-198, 2005
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2005 100 70.2%
Learning methods to combine linguistic indicators: Improving aspectual classification and revealing linguistic insights
Computational Linguistics 26 (4), 595-628, 2000
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2000 107 69.9%
Using collocations for language generation 1
Computational Intelligence 7 (4), 229-239, 1991
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1991 79 69.7%
Negotiation for automated generation of temporal multimedia presentations
Proceedings of the fourth ACM international conference on Multimedia, 55-64, 1997
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1997 93 69.6%
Generating overview summaries of ongoing email thread discussions
COLING 2004: Proceedings of the 20th International Conference on …, 2004
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2004 101 69.5%
The TEXT system for natural language generation: An overview
20th Annual Meeting of the Association for Computational Linguistics, 113-120, 1982
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1982 69 69.2%
Timeline summarization based on event graph compression via time-aware optimal transport
Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021
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2021 26 69.2%
Method and system for topical segmentation, segment significance and segment function
US Patent 6,473,730, 2002
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2002 95 68.0%
From text to speech summarization
Proceedings.(ICASSP'05). IEEE International Conference on Acoustics, Speech …, 2005
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2005 89 67.7%
PERSIVAL, a system for personalized search and summarization over multimedia healthcare information
Proceedings of the 1st ACM/IEEE-CS joint conference on digital libraries …, 2001
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2001 93 67.7%
Event-centric natural language processing
Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021
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2021 24 67.1%
Multimodal social media analysis for gang violence prevention
Proceedings of the International AAAI conference on web and social media 13 …, 2019
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2019 39 66.8%
Exploring content selection in summarization of novel chapters
arXiv preprint arXiv:2005.01840, 2020
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2020 32 66.4%
Floating constraints in lexical choice
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1997 79 66.3%
Cross-lingual sentiment transfer with limited resources
Machine Translation 32, 143-165, 2018
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2018 45 66.1%
Applying the pyramid method in DUC 2005
Proceedings of the document understanding conference (DUC 05), Vancouver, BC …, 2005
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2005 82 65.9%
Do models explain themselves? counterfactual simulatability of natural language explanations
arXiv preprint arXiv:2307.08678, 2023
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2023 8 65.5%
SafeText: A benchmark for exploring physical safety in language models
arXiv preprint arXiv:2210.10045, 2022
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2022 14 65.4%
Automatically processing tweets from gang-involved youth: towards detecting loss and aggression
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2016 53 65.4%
Supervised sentence fusion with single-stage inference
Proceedings of the Sixth International Joint Conference on Natural Language …, 2013
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2013 63 65.0%
Using focus to generate complex and simple sentences
10th International Conference on Computational Linguistics and 22nd Annual …, 1984
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1984 54 64.8%
A contrastive evaluation of functional unification grammar for surface language generation: A case study in choice of connectives
Natural language generation in artificial intelligence and computational …, 1991
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1991 61 64.6%
Detecting opinionated claims in online discussions
2012 IEEE sixth international conference on semantic computing, 30-37, 2012
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2012 66 64.6%
Answering definitional questions: A hybrid approach
New directions in question answering, 2004
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2004 79 64.2%
A hierarchical model of web summaries
Proceedings of the 49th Annual Meeting of the Association for Computational …, 2011
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2011 67 64.0%
Word informativeness and automatic pitch accent modeling
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1999 72 63.5%
A bag of tricks for dialogue summarization
arXiv preprint arXiv:2109.08232, 2021
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2021 21 63.4%
Detecting influencers in written online conversations
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2012 63 63.4%
Discourse strategies for describing complex physical objects
Natural language generation: New results in artificial intelligence …, 1987
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1987 55 63.3%
Generating coordinated multimedia explanations
Proceedings of the sixth conference on AI applications, 290-296, 1990
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1990 58 63.2%
A good sample is hard to find: Noise injection sampling and self-training for neural language generation models
arXiv preprint arXiv:1911.03373, 2019
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2019 34 63.1%
Towards generating patient specific summaries of medical articles
Proceedings of NAACL workshop on automatic summarization, 31-39, 2001
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2001 73 62.8%
Generating cross-references for multimedia explanation
Proceedings of the Tenth National Conference on Artificial Intelligence, 9-16, 1992
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1992 58 62.7%
“Got You!”: Automatic vandalism detection in wikipedia with web-based shallow syntactic-semantic modeling
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2010 65 62.5%
Leveraging a common representation for personalized search and summarization in a medical digital library
2003 Joint Conference on Digital Libraries, 2003. Proceedings., 159-170, 2003
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2003 72 62.2%
Accommodating grief on Twitter: an analysis of expressions of grief among gang involved youth on Twitter using qualitative analysis and natural language processing
Biomedical informatics insights 10, 1178222618763155, 2018
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2018 38 61.6%
Automatic creation of domain templates
Proceedings of the COLING/ACL 2006 Main Conference Poster Sessions, 207-214, 2006
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2006 66 61.5%
Language generation for multimedia healthcare briefings
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1997 63 61.4%
Justification narratives for individual classifications
Proceedings of the AutoML workshop at ICML 2014, 1-7, 2014
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2014 51 60.5%
Information status distinctions and referring expressions: An empirical study of references to people in news summaries
Computational Linguistics 37 (4), 811-842, 2011
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2011 58 60.4%
Domain-specific informative and indicative summarization for information retrieval
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2001 64 60.2%
Applying natural language generation to indicative summarization
arXiv preprint cs/0107019, 2001
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2001 63 59.8%
Columbia university at duc 2004
Proceedings of the Document Understanding Conference, DUC-2004, Boston, USA, 2004
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2004 64 59.6%
Fixed that for you: Generating contrastive claims with semantic edits
Proceedings of the 2019 Conference of the North American Chapter of the …, 2019
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2019 30 59.6%
A Hybrid Approach for QA Track Definitional Questions.
TREC, 185-192, 2003
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2003 62 59.0%
Towards coordinated temporal multimedia presentations
Proceedings of the 1991 International Conference on Intelligent Multimedia …, 1991
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1991 46 58.9%
Severing the edge between before and after: Neural architectures for temporal ordering of events
arXiv preprint arXiv:2004.04295, 2020
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2020 24 58.5%
Building and refining rhetorical-semantic relation models
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2007 57 58.4%
Modeling reportable events as turning points in narrative
Proceedings of the 2015 Conference on Empirical Methods in Natural Language …, 2015
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2015 44 58.2%
Building a generation knowledge source using internet-accessible newswire
arXiv preprint cmp-lg/9702014, 1997
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1997 54 58.2%
Columbia’s newsblaster: New features and future directions
Companion Volume of the Proceedings of HLT-NAACL 2003-Demonstrations, 15-16, 2003
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2003 59 58.0%
Empirically estimating order constraints for content planning in generation
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2001 57 57.8%
Event-driven news stream clustering using entity-aware contextual embeddings
arXiv preprint arXiv:2101.11059, 2021
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2021 17 57.3%
SWING: Balancing coverage and faithfulness for dialogue summarization
arXiv preprint arXiv:2301.10483, 2023
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2023 6 57.1%
Semantic technologies in IBM Watson
Proceedings of the Fourth Workshop on Teaching NLP and CL, 85-92, 2013
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2013 46 56.9%
Similarity-based multilingual multi-document summarization
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2005 53 56.6%
Identifying therapist conversational actions across diverse psychotherapeutic approaches
Proceedings of the Sixth Workshop on Computational Linguistics and Clinical …, 2019
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2019 27 56.6%
Emergent linguistic rules from inducing decision trees: Disambiguating discourse clue words
arXiv preprint cmp-lg/9408007, 1994
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1994 46 56.5%
Columbia digital news project: an environment for briefing and search over multimedia information
International Journal on Digital Libraries 1, 377-385, 1998
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1998 49 56.4%
References to named entities: a corpus study
Companion Volume of the Proceedings of HLT-NAACL 2003-Short Papers, 70-72, 2003
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2003 54 56.3%
Time-efficient creation of an accurate sentence fusion corpus
Human Language Technologies: The 2010 Annual Conference of the North …, 2010
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2010 48 55.4%
Content planner construction via evolutionary algorithms and a corpus-based fitness function
Proceedings of the International Natural Language Generation Conference, 89-96, 2002
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2002 51 55.4%
Sentence compression with joint structural inference
Proceedings of the seventeenth conference on computational natural language …, 2013
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2013 43 55.2%
Detecting influencers in multiple online genres
ACM Transactions on Internet Technology (TOIT) 17 (2), 1-22, 2017
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2017 33 54.8%
New data suggest COVID-19 is shifting the burden of energy costs to households
Columbia University, 2020
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2020 20 53.4%
A description of the CIDR system as used for TDT-2
Broadcast News Workshop 99, 205, 1999
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1999 43 53.1%
Generating goal-oriented explanations
International Journal of Expert Systems 1 (4), 377-395, 1988
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1988 35 52.9%
Generating patient-specific summaries of online literature
Proc. of Intelligent Text Summarization, AAAI Spring Symposium, 1998
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1998 41 52.8%
Focus constraints on language generation
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1983 29 52.5%
Read top news first: A document reordering approach for multi-document news summarization
arXiv preprint arXiv:2203.10254, 2022
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2022 9 52.3%
Facilitating physicians’ access to information via tailored text summarization
AMIA Annual Symposium Proceedings 2005, 226, 2005
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2005 43 52.2%
MFRED, 10 second interval real and reactive power for groups of 390 US apartments of varying size and vintage
Scientific Data 7 (1), 375, 2020
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2020 19 51.8%
MAGIC: an experimental system for generating multimedia briefings about post-bypass patient status.
Proceedings of the AMIA Annual Fall Symposium, 684, 1996
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1996 36 51.6%
Combining multiple, large-scale resources in a reusable lexicon for natural language generation
36th Annual Meeting of the Association for Computational Linguistics and …, 1998
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1998 38 51.3%
Translating collocations for use in bilingual lexicons
Human Language Technology: Proceedings of a Workshop held at Plainsboro, New …, 1994
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1994 35 51.1%
Towards Automatic Detection of Narrative Structure.
LREC 2014, 4624-4631, 2014
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2014 35 50.8%
Generating relevant explanations: Natural language responses to questions about database structure
Proceedings of the First AAAI Conference on Artificial Intelligence, 306-309, 1980
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1980 25 50.6%
Detecting urgency status of crisis tweets: A transfer learning approach for low resource languages
Proceedings of the 28th International Conference on Computational …, 2020
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2020 18 50.3%
Who, what, when, where, why? comparing multiple approaches to the cross-lingual 5w task
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2009 38 50.1%
Information extraction and summarization: Domain independence through focus types
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1999 34 48.6%
Corpus creation for new genres: A crowdsourced approach to PP attachment
Proceedings of the NAACL HLT 2010 workshop on creating speech and language …, 2010
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2010 34 47.8%
A Platform for Symbolically Encoding Human Narratives.
AAAI Fall Symposium: Intelligent Narrative Technologies, 29-36, 2007
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2007 35 47.8%
Annotating Agreement and Disagreement in Threaded Discussion.
LREC, 818-822, 2012
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2012 33 47.7%
Usability evaluation of an experimental text summarization system and three search engines: implications for the reengineering of health care interfaces.
Proceedings of the AMIA Symposium, 420, 2002
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2002 33 47.1%
Extended natural language data base interactions
Computational Linguistics, 233-244, 1983
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1983 22 47.1%
Crowd-sourced iterative annotation for narrative summarization corpora
Proceedings of the 15th Conference of the European Chapter of the …, 2017
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2017 24 46.5%
An evaluation roadmap for summarization research
TIDES, July, 2000
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2000 32 46.4%
Multi-document summarization system and method
US Patent 7,366,711, 2008
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2008 32 46.3%
Resources for evaluation of summarization techniques
arXiv preprint cs/9810014, 1998
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1998 29 46.1%
Annotating targets of opinions in Arabic using crowdsourcing
Proceedings of the second workshop on Arabic natural language processing, 89-98, 2015
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2015 27 45.7%
A tool for deep semantic encoding of narrative texts
Proceedings of the ACL-IJCNLP 2009 Software Demonstrations, 9-12, 2009
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2009 30 45.5%
Classifying taxonomic relations between pairs of wikipedia articles
Proceedings of the Sixth International Joint Conference on Natural Language …, 2013
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2013 29 45.5%
A common intention description language for interactive multi-media systems
A new generation of intelligent interfaces (proceedings of the IJCAI89 …, 1989
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1989 23 45.3%
Integrating language generation with speech synthesis in a concept to speech system
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1997 27 45.2%
Controllable meaning representation to text generation: Linearization and data augmentation strategies
Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020
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2020 15 45.1%
Using question-answer pairs in extractive summarization of email conversations
Computational Linguistics and Intelligent Text Processing: 8th International …, 2007
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2007 30 44.8%
Question answering using integrated information retrieval and information extraction
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2007 30 44.8%
Corpus-trained text generation for summarization
Proceedings of the International Natural Language Generation Conference, 1-8, 2002
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2002 29 44.8%
Using the annotated bibliography as a resource for indicative summarization
arXiv preprint cs/0206007, 2002
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2002 29 44.8%
Prosody modelling in concept-to-speech generation: methodological issues
Philosophical Transactions of the Royal Society of London. Series A …, 2000
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2000 29 44.7%
Automatically learning cognitive status for multi-document summarization of newswire
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2005 29 44.6%
Zero-shot stance detection: Paradigms and challenges
Frontiers in Artificial Intelligence 5, 1070429, 2023
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2023 4 44.5%
ManiTweet: A New Benchmark for Identifying Manipulation of News on Social Media
arXiv preprint arXiv:2305.14225, 2023
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2023 4 44.5%
Integrating rhetorical-semantic relation models for query-focused summarization
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2006 29 44.5%
Speech recognition in parallel
Speech and Natural Language: Proceedings of a Workshop Held at Cape Cod …, 1989
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1989 22 44.4%
Language generation: Applications, issues, and approaches
Proceedings of the IEEE 74 (7), 961-968, 1986
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1986 20 44.4%
Detecting gang-involved escalation on social media using context
arXiv preprint arXiv:1809.03632, 2018
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2018 20 44.2%
Corpus analysis for revision-based generation of complex sentences
AAAI, 365-372, 1993
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1993 22 44.0%
Exploring features from natural language generation for prosody modeling
Computer Speech & Language 16 (3-4), 457-490, 2002
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2002 27 43.6%
Smarties: Sentiment models for arabic target entities
arXiv preprint arXiv:1701.03434, 2017
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2017 21 43.1%
Can automatic post-editing make MT more meaningful
Proceedings of the 16th Annual conference of the European Association for …, 2012
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2012 27 43.1%
Pdtb discourse parsing as a tagging task: The two taggers approach
Proceedings of the 16th Annual Meeting of the Special Interest Group on …, 2015
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2015 24 42.8%
Computer-implemented systems and methods of performing contract review
US Patent App. 14/455,419, 2015
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2015 24 42.8%
Context and learning in novelty detection
Proceedings of human language technology conference and conference on …, 2005
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2005 26 42.7%
Real-time web scale event summarization using sequential decision making
arXiv preprint arXiv:1605.03664, 2016
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2016 22 42.2%
Text generation: the state of the art and the literature
ERIC Clearinghouse, 1981
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1981 17 42.0%
Applying the pyramid method in the 2006 Document Understanding Conference
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2006 25 41.9%
Simultaneous multilingual search for translingual information retrieval
Proceedings of the 17th ACM conference on Information and knowledge …, 2008
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2008 25 41.5%
Automated tutoring in interactive environments: A task-centered approach
Intelligent Instruction Computer, 37-63, 2013
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2013 24 41.4%
Augmenting lexicons automatically: Clustering semantically related adjectives
Human Language Technology: Proceedings of a Workshop Held at Plainsboro, New …, 1993
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1993 19 41.2%
A hybrid approach for answering definitional questions
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2003 22 40.3%
Optimal and syntactically-informed decoding for monolingual phrase-based alignment
Proceedings of the 49th Annual Meeting of the Association for Computational …, 2011
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2011 23 40.0%
Generation and evaluation of intraoperative inferences for automated health care briefings on patient status after bypass surgery
Journal of the American Medical Informatics Association 8 (3), 267-280, 2001
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2001 21 39.9%
Legal and political stance detection of SCOTUS language
arXiv preprint arXiv:2211.11724, 2022
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2022 6 39.9%
Learning intonation rules for concept to speech generation
COLING 1998 Volume 2: The 17th International Conference on Computational …, 1998
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1998 20 39.6%
NLP found helpful (at least for one text categorization task)
Proceedings of the 2002 Conference on Empirical Methods in Natural Language …, 2002
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2002 21 39.4%
A quantitative evaluation of linguistic tests for the automatic prediction of semantic markedness
33rd Annual Meeting of the Association for Computational Linguistics, 197-204, 1995
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1995 18 39.4%
Building a bank of semantically encoded narratives
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2010 22 39.2%
The columbia multi-document summarizer for DUC 2002
Workshop on Automatic Summarization, 1-8, 2002
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2002 20 38.7%
Event-centric natural language understanding
Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021
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2021 9 38.3%
Cross-language sentence selection via data augmentation and rationale training
arXiv preprint arXiv:2106.02293, 2021
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2021 9 38.3%
Columbia at the document understanding conference 2003
Proceedings of the Document Understanding Workshop DUC 2003, 2003
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2003 19 38.1%
COMET: Generating coordinated multimedia explanations
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems …, 1991
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1991 16 38.0%
A study of communication in the Cardiac Surgery Intensive Care Unit and its implications for automated briefing.
Proceedings of the AMIA Symposium, 570, 2000
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2000 19 37.8%
Discourse planning with an n-gram model of relations
Proceedings of the 2015 Conference on Empirical Methods in Natural Language …, 2015
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2015 19 37.5%
Interactive multimedia explanation for equipment maintenance and repair
Speech and Natural Language: Proceedings of a Workshop Held at Hidden Valley …, 1990
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1990 15 37.5%
Tense and aspect assignment in narrative discourse
Proceedings of the 6th International Natural Language Generation Conference, 2010
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2010 20 37.4%
Neural network alignment for sentential paraphrases
Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019
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2019 13 37.4%
Identifying similarities and differences across english and arabic news
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2005 18 36.5%
Extending and Evaluating a Platform for Story Understanding.
AAAI Spring Symposium: Intelligent Narrative Technologies II, 32-35, 2009
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2009 18 36.4%
Defscriber: A hybrid system for definitional qa
Proceedings of the 26th annual international ACM SIGIR conference on …, 2003
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2003 17 36.3%
Gathering statistics to aspectually classify sentences with a genetic algorithm
arXiv preprint cmp-lg/9610002, 1996
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1996 15 36.3%
Columbia Digital News System. An environment for briefing and search over multimedia information
Proceedings of ADL'97 Forum on Research and Technology. Advances in Digital …, 1997
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1997 16 36.2%
Columbia University in the Novelty Track at TREC 2004.
TREC, 2004
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2004 17 35.4%
ProGenIE: Biographical Descriptions for Intelligence Analysis
Intelligence and Security Informatics: First NSF/NIJ Symposium, ISI 2003 …, 2003
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2003 16 35.4%
Text generation (Studies in Natural Language Processing)
Cambridge University Press, Cambridge, ISBN 10, 0521301165, 1985
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1985 13 35.4%
Using natural language processing and qualitative analysis to intervene in gang violence: A collaboration between social work researchers and data scientists
arXiv preprint arXiv:1609.08779, 2016
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2016 16 35.3%
An analysis of document graph construction methods for AMR summarization
arXiv preprint arXiv:2111.13993, 2021
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2021 8 35.1%
Generating EDU Extracts for Plan-Guided Summary Re-Ranking
arXiv preprint arXiv:2305.17779, 2023
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2023 3 35.0%
Check-COVID: Fact-Checking COVID-19 News Claims with Scientific Evidence
arXiv preprint arXiv:2305.18265, 2023
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2023 3 35.0%
In-context Learning Distillation: Transferring Few-shot Learning Ability of Pre-trained Language Models
arXiv preprint arXiv:2212.10670, 2022
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2022 5 34.6%
User-needs analysis and design methodology for an automated document generator
Current Issues in Computational Linguistics: In Honour of Don Walker, 109-115, 1994
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1994 14 34.5%
Where's the verb? correcting machine translation during question answering
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2009 16 34.4%
Columbia’s newsblaster: New features and future directions (demo)
Proceedings of NAACL-HLT’03, 2003
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2003 15 34.4%
Building a Foundation System for Producing Short Answers to Factual Questions.
TREC, 2002
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2002 15 34.1%
GAIA-A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System.
TAC 2, 3, 2018
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2018 13 34.0%
Columbia nlp: Sentiment detection of subjective phrases in social media
Second Joint Conference on Lexical and Computational Semantics (* SEM …, 2013
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2013 16 33.4%
MT error detection for cross-lingual question answering
Coling 2010: Posters, 946-954, 2010
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2010 15 32.5%
User modeling and user interfaces
Proceedings of the eighth National conference on Artificial intelligence …, 1990
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1990 11 32.4%
Classification-based strategies for combining multiple 5-w question answering systems
Tenth Annual Conference of the International Speech Communication Association, 2009
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2009 14 32.2%
Improving multilingual summarization: using redundancy in the input to correct MT errors
Proceedings of Human Language Technology Conference and Conference on …, 2005
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2005 13 31.6%
Generating multimedia briefings: coordinating language and illustration
Artificial Intelligence 103 (1-2), 95-116, 1998
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1998 12 31.5%
Columbia NLP: Sentiment detection of sentences and subjective phrases in social media
Proceedings of the 8th International Workshop on Semantic Evaluation …, 2014
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2014 14 31.2%
Leveraging sparse and dense feature combinations for sentiment classification
arXiv preprint arXiv:1708.03940, 2017
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2017 12 30.8%
Natural Language for Exert Systems: Comparisons with Database Systems
10th International Conference on Computational Linguistics and 22nd Annual …, 1984
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1984 9 30.7%
Comparison of surface language generators: a case study in choice of connectives
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1988 10 30.5%
System combination for machine translation through paraphrasing
Proceedings of the 2015 Conference on Empirical Methods in Natural Language …, 2015
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2015 13 30.2%
A Procedure for the Selection of Connectives: How Deep Is the Surface?
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1989 10 30.1%
Margin-aware unsupervised domain adaptation for cross-lingual text labeling
Findings of the Association for Computational Linguistics: EMNLP 2020, 3527-3536, 2020
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2020 8 29.5%
Incorporating terminology constraints in automatic post-editing
arXiv preprint arXiv:2010.09608, 2020
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2020 8 29.5%
A unified feature representation for lexical connotations
arXiv preprint arXiv:2006.00635, 2020
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2020 8 29.5%
Experiments in automated lexicon building for text searching
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2000 11 29.4%
Automatically inferring gender associations from language
arXiv preprint arXiv:1909.00091, 2019
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2019 9 29.4%
Identifying event descriptions using co-training with online news summaries
Proceedings of 5th International Joint Conference on Natural Language …, 2011
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2011 12 29.0%
Investigating complementary methods for verb sense pruning
Tagging Text with Lexical Semantics: Why, What, and How?, 1997
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1997 10 28.9%
Synthesizing composite topic structure trees for multiple domain specific documents
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2001 10 28.7%
Spoken language generation in a multimedia system
Proceeding of Fourth International Conference on Spoken Language Processing …, 1996
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1996 9 28.4%
A framework for identifying textual redundancy
Proceedings of The 22nd International Conference On Computational …, 2008
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2008 11 28.3%
Community implications for gun violence prevention during co-occurring pandemics; a qualitative and computational analysis study
Preventive medicine 165, 107263, 2022
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2022 4 28.3%
Mitigating Covertly Unsafe Text within Natural Language Systems
arXiv preprint arXiv:2210.09306, 2022
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2022 4 28.3%
An entity-focused approach to generating company descriptions
Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016
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2016 11 28.1%
Integrating a large-scale, reusable lexicon with a natural language generator
INLG’2000 Proceedings of the First International Conference on Natural …, 2000
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2000 10 28.1%
Generating customized text and graphics in the COMET explanation testbed
Institute of Electrical and Electronics Engineers (IEEE), 1991
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1991 9 28.1%
Residential electricity conservation in response to auto-generated, multi-featured, personalized eco-feedback designed for large scale applications with utilities
Energy and Buildings 232, 110652, 2021
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2021 6 27.9%
Building Natural Language Interfaces for Rule-based Expert Systems.
IJCAI, 682-687, 1987
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1987 8 27.8%
Surprise languages: rapid-response cross-language IR
The Ninth International Workshop on Evaluating Information Access (EVIA 2019 …, 2019
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2019 8 27.1%
The ARIEL-CMU systems for LoReHLT18
arXiv preprint arXiv:1902.08899, 2019
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2019 8 27.1%
GAIA at SMKBP 2020-a dockerlized multi-media multi-lingual knowledge extraction, clustering, temporal tracking and hypothesis generation system
Proceedings of Thirteenth Text Analysis Conference (TAC 2020), 2020
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2020 7 26.6%
Generating referring quantified expressions
INLG’2000 Proceedings of the First International Conference on Natural …, 2000
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2000 9 26.5%
The Columbia-GWU System at the 2016 TAC KBP BeSt Evaluation.
TAC, 2016
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2016 10 26.5%
Towards strict sentence intersection: decoding and evaluation strategies
Proceedings of the Workshop on Monolingual Text-To-Text Generation, 43-53, 2011
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2011 10 26.4%
User-needs analysis and design methodology for an automated documentation generator
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1993 8 26.3%
Summarizing disasters over time
Proc. Bloomberg Workshop on Social Good (with SIGKDD), 2014
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2014 10 25.8%
An architecture for aggregation in text generation
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1997 8 25.4%
Social proof: The impact of author traits on influence detection
Proceedings of the First Workshop on NLP and Computational Social Science, 27-36, 2016
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2016 9 24.8%
Generating the complex sentences of summaries using syntactic and lexical constraints: Two applications
Dagstuhl Seminar Report (9350), Workshop on Summarising Text for Intelligent …, 1993
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1993 7 23.9%
User-oriented explanation for expert systems
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1983 6 23.7%
Recursion in TEXT and Its Use in Language Generation.
AAAI, 270-273, 1983
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1983 6 23.7%
From Discourse Structures to Text Summaries
Towards Multidocument Summarization by Reformulation: Progress and Prospects …, 1999
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1999 7 23.3%
Towards Semi-Automated Annotation for Prepositional Phrase Attachment.
LREC, 2010
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2010 8 23.2%
Mining paraphrasal typed templates from a plain text corpus
Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016
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2016 8 23.0%
System and method for document collection, grouping and summarization
US Patent App. 13/435,176, 2012
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2012 8 22.6%
GAIA at SM-KBP 2019-A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System.
TAC, 2019
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2019 6 22.0%
Towards detecting harmful agendas in news articles
Proceedings of the 13th Workshop on Computational Approaches to Subjectivity …, 2023
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2023 2 21.8%
Highlighting user related advice
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1988 6 21.6%
Beyond semantic ambiguity.
AAAI, 751-755, 1988
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1988 6 21.6%
Semantic abnormality and its realization in spoken language
Seventh European Conference on Speech Communication and Technology, 2001
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2001 6 21.4%
Workshop on spoken language understanding
Oregon Graduate Institute Technical Report No. CS/E, 92-014, 1992
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1992 6 21.3%
Germplasm conservation of neotropical medicinal plants and a workshop on Fila Chonta in Costa Rica
International Symposium on Medicinal and Aromatic Plants 426, 133-138, 1995
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1995 6 21.3%
Constrained Regeneration for Cross-Lingual Query-Focused Extractive Summarization
Proceedings of the 29th International Conference on Computational …, 2022
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2022 3 21.0%
The need for text generation
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1985 5 18.8%
Software re-use and evolution in text generation applications
From Research to Commercial Applications: Making NLP Work in Practice, 1997
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1997 5 18.2%
An evaluation of automatically generated briefings of patient status
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2004 5 18.2%
Generating “State-of Affairs” Summaries of Ongoing Email Thread Discussions
Proc. of Coling, 2004
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2004 5 18.2%
Machine learning and text segmentation in novelty detection
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2004 5 18.2%
Creating polyhedral stellations
ACM SIGGRAPH Computer Graphics 14 (3), 19-24, 1980
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1980 4 17.8%
Detecting and correcting syntactic errors in machine translation using feature-based lexicalized tree adjoining grammars
International Journal of Computational Linguistics & Chinese Language …, 2012
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2012 5 16.7%
Phrase-level system combination for machine translation based on target-to-target decoding
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2012 5 16.7%
Using a supertagged dependency language model to select a good translation in system combination
Proceedings of the 2013 Conference of the North American Chapter of the …, 2013
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2013 5 16.6%
Towards augmenting lexical resources for slang and African American English
Proceedings of the 7th Workshop on NLP for Similar Languages, Varieties and …, 2020
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2020 4 16.6%
Spanish Twitter Messages Polarized through the Lens of an English System.
TASS@ SEPLN, 81-86, 2015
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2015 5 16.5%
Extractive and Abstractive Event Summarization over Streaming Web Text.
IJCAI, 4002-4003, 2016
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2016 5 16.4%
Spoken output technologies
Survey of the State of the Art in, 1996
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1996 4 15.7%
Improving the coherence of multi-document summaries: a corpus study for modeling the syntactic realization of entities
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2003 4 15.5%
Using density estimation to improve text categorization
View Details
2002 4 15.4%
Extracting Patient Profiles from Patient Records and Online Literature.
AMIA, 1999
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1999 4 15.3%
Spoken language generation
Survey of the state of the art in human language technology, 182-187, 1997
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1997 4 15.3%
A procedure for the selection of connectives
Unpublished paper, Columbia University, 1989
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1989 4 14.9%
System Combination for Machine Translation Based on Text-to-Text Generation
Proceedings of Machine Translation Summit XIII: Papers, 2011
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2011 4 14.5%
Segmenting subtitles for correcting asr segmentation errors
arXiv preprint arXiv:2104.07868, 2021
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2021 3 14.3%
Subtitles to Segmentation: Improving Low-Resource Speech-to-Text Translation Pipelines
arXiv preprint arXiv:2010.09693, 2020
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2020 3 12.4%
Event guided denoising for multilingual relation learning
arXiv preprint arXiv:2012.02721, 2020
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2020 3 12.4%
Detecting and reducing bias in a high stakes domain
arXiv preprint arXiv:1908.11474, 2019
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2019 3 12.2%
Ordering circumstantials for multi-document summarization
In Proceedings of BISFAI'01, June 2001, 2001
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2001 3 12.1%
Using structured content plans for fine-grained syntactic control in pretrained language model generation
Proceedings of the 29th International Conference on Computational …, 2022
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2022 2 12.1%
What do users care about? Detecting actionable insights from user feedback
View Details
2022 2 12.1%
Do summaries help? A task-based evaluation of multi-document summarization
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2005 3 12.0%
Query-focused summarization using text-to-text generation: When information comes from multilingual sources
Proceedings of the 2009 Workshop on Language Generation and Summarisation …, 2009
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2009 3 11.7%
Extracting constraints on word usage from large text corpora
Proceedings of the workshop on Human Language Technology, 391-391, 1993
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1993 3 11.7%
A framework for decreasing textual redundancy
les actes de Coling, 2008
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2008 3 11.5%
The JANUS digital library
Digital Libraries, 1-11, 1994
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1994 3 11.4%
Columbia NLP: Sentiment Slot Filling.
TAC, 2013
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2013 3 10.9%
Generating Justifications of Machine Learning Predictions
1st International Workshop on Data-to-text Generation, Edinburgh, 2015
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2015 3 10.7%
Semantic categorization of social knowledge for commonsense question answering
arXiv preprint arXiv:2109.05168, 2021
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2021 2 8.2%
Taking the Initiative in Problem-Solving Discourse
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1984 2 7.6%
Paraphrasing Using Given and~ ew Information
Philadelphia, 1979
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1979 2 7.1%
Lessons learned from large scale evaluation of systems that produce text: nightmares and pleasant surprises
Proceedings of the Fourth International Natural Language Generation …, 2006
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2006 2 6.9%
Detecting relations and anomaly in Text and speech (drats)
Technical report, Columbia University, New York, NY, USA, 2018
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2018 2 6.9%
Personalizing retrieval of journal articles for patient care.
Proceedings of the AMIA Symposium, 696, 2001
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2001 2 6.9%
An Investigation Into the Detection of New Information
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2004 2 6.8%
Generating multimedia briefings: Language generation in a coordinated multimedia environment
IJCAI 97, 1607-1612, 1997
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1997 2 6.8%
Domain-adaptable hybrid generation of rdf entity descriptions
Proceedings of the Eighth International Joint Conference on Natural Language …, 2017
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2017 2 6.7%
Columbia at the document understanding conference 2003
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2003 2 6.6%
Cluster-based web summarization
Proceedings of the Sixth International Joint Conference on Natural Language …, 2013
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2013 2 6.6%
Aligning noisy parallel corpora across language groups
Proceedings of Association for Machine Translation in the Americas, 1994
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1994 2 6.6%
Can Automatic Post-Editing Make MT More Meaningful?
View Details
2012 2 6.3%
System and method for document collection, grouping and summarization
US Patent App. 13/473,837, 2012
View Details
2012 2 6.3%
Interactive Multimedia Explanation for Equipment Maintenance and Repair
View Details
1989 2 6.2%
Monitoring conceptual and linguistic decisions to generate coherent text
View Details
1987 1 0.0%
Contextual Phrase-Level Polarity Analysis using Lexical Affect Scoring and Syntactic N-grams
View Details
2009 1 0.0%
Learning to Automatically Post-Edit Dropped Words in MT
Workshop on Post-Editing Technology and Practice, 2012
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2012 1 0.0%
Novel Chapter Abstractive Summarization using Spinal Tree Aware Sub-Sentential Content Selection
arXiv preprint arXiv:2211.04903, 2022
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2022 1 0.0%
Creativesumm: Shared task on automatic summarization for creative writing
arXiv preprint arXiv:2211.05886, 2022
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2022 1 0.0%
An analysis of COMET and MAGIC using the standard reference model for intelligent multimedia presentation systems
Computer standards & interfaces 18 (6-7), 565-574, 1997
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1997 1 0.0%
Lost & Found in Translation: Impact of Machine Translated Results on Translingual Information Retrieval
Proceedings of the 10th Conference of the Association for Machine …, 2012
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2012 1 0.0%
Evaluation of African American Language Bias in Natural Language Generation
arXiv preprint arXiv:2305.14291, 2023
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2023 1 0.0%
Building a rich large-scale lexical base for generation
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1997 1 0.0%
Computer with expert systems
Proceedings of 1986 ACM Fall joint computer conference, 241-246, 1986
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1986 1 0.0%
Summarization evaluation methods: Experiments and analysis
View Details
1998 1 0.0%
Text Summarization: News and Beyond.
ALTA, 4, 2005
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2005 1 0.0%