---
title: "Kathleen McKeown — all works — Elamur Research"
description: "All 65 works of Kathleen McKeown in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/kathleen-mckeown/works/"
---
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# Kathleen McKeown — all works

65 works · [← Kathleen McKeown](https://md.research.elamur.ai/free/en/authors/kathleen-mckeown/)

1. [**Extracting Paraphrases from a Parallel Corpus**Regina Barzilay, Kathleen R. McKeown*Machine translation · 692 citations*](https://md.research.elamur.ai/free/en/papers/barzilay-2001-extracting-paraphrases-parallel-corpus/)
2. **[Benchmarking Large Language Models for News Summarization](https://md.research.elamur.ai/free/en/papers/zhang-2024-benchmarking-large-language-models-news/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Tianyi Zhang, Faisal Ladhak, Esin Durmus, et al.*2024 · 671 citations*
3. **[Translating Collocations for Bilingual Lexicons: A Statistical Approach](https://md.research.elamur.ai/free/en/papers/smadja-1996-translating-collocations-bilingual-lexicons-statistical/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Frank Smadja, Kathleen R. McKeown, Vasileios Hatzivassiloglou*1996 · 600 citations*
4. **[Sentence Fusion for Multidocument News Summarization](https://md.research.elamur.ai/free/en/papers/barzilay-2005-sentence-fusion-multidocument-news-summarization/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Regina Barzilay, Kathleen R. McKeown*2005 · 549 citations*
5. **[Information Fusion in the Context of Multi-Document Summarization](https://md.research.elamur.ai/free/en/papers/barzilay-1999-information-fusion-context-multi-document/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Regina Barzilay, Kathleen R. McKeown, Michael Elhadad*1999 · 482 citations*
6. **[Discourse Segmentation of Multi-Party Conversation](https://md.research.elamur.ai/free/en/papers/galley-2003-discourse-segmentation-multi-party-conversation/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Michel Galley, Kathleen R. McKeown, Eric Fosler-Lussier, et al.*2003 · 456 citations*
7. **[Identifying Agreement and Disagreement in Conversational Speech: Use of Bayesian Networks to Model Pragmatic Dependencies](https://md.research.elamur.ai/free/en/papers/galley-2004-identifying-agreement-disagreement-conversational-speech/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Michel Galley, Kathleen McKeown, Julia Hirschberg, et al.*2004 · 278 citations*
8. **[WikiLingua: A New Benchmark Dataset for Cross-Lingual Abstractive Summarization](https://md.research.elamur.ai/free/en/papers/ladhak-2020-wikilingua-new-benchmark-dataset-cross/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Faisal Ladhak, Esin Durmus, Claire Cardie, et al.*2020 · 275 citations*
9. **[Zero-Shot Stance Detection: A Dataset and Model using Generalized Topic Representations](https://md.research.elamur.ai/free/en/papers/allaway-2020-zero-shot-stance-detection-dataset/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Emily Allaway, Kathleen McKeown*2020 · 269 citations*
10. **[Supporting Clustering with Contrastive Learning](https://md.research.elamur.ai/free/en/papers/zhang-2021-supporting-clustering-contrastive-learning/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Dejiao Zhang, Feng Nan, Xiaokai Wei, et al.*2021 · 239 citations*
11. **[Towards multidocument summarization by reformulation: progress and prospects ↗](https://doi.org/10.7916/d8sb4f3v) no summary yet**Kathleen R. McKeown et al.*1999 · 228 citations*
12. **[Summarization evaluation methods: Experiments and analysis ↗](https://doi.org/10.7916/d8tb1g77) Columbia Academic Commons (Columbia University) · no summary yet**Kathleen R. McKeown et al.*1998 · 218 citations*
13. **[Content Selection in Deep Learning Models of Summarization](https://md.research.elamur.ai/free/en/papers/kedzie-2018-content-selection-deep-learning-models/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Chris Kedzie, Kathleen McKeown, Hal Daumé III*2018 · 214 citations*
14. **[Entity-level Factual Consistency of Abstractive Text Summarization](https://md.research.elamur.ai/free/en/papers/nan-2021-entity-level-factual-consistency-abstractive/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Feng Nan, Ramesh Nallapati, Zhiguo Wang, et al.*2021 · 207 citations*
15. **[Simfinder: A flexible clustering tool for summarization ↗](https://doi.org/10.7916/d87s7x4r) no summary yet**Vasileios Hatzivassiloglou et al.*2001 · 207 citations*
16. **[Towards the Automatic Identification of Adjectival Scales: Clustering Adjectives According to Meaning ↗](https://aclanthology.org/P93-1023/) 31st Annual Meeting of the Association for Computational Linguistics · no summary yet**Vasileios Hatzivassiloglou, Kathleen R. McKeown*1993 · 157 citations*
17. **[Columbia Multi-Document Summarization: Approach and Evaluation ↗](https://doi.org/10.7916/d82v2qhf) no summary yet**Kathleen R. McKeown et al.*2001 · 145 citations*
18. **[Improving Factual Consistency of Abstractive Summarization via Question Answering](https://md.research.elamur.ai/free/en/papers/nan-2021-improving-factual-consistency-abstractive-summarization/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Feng Nan, Cicero Nogueira dos Santos, Henghui Zhu, et al.*2021 · 129 citations*
19. **[Adversarial Learning for Zero-Shot Stance Detection on Social Media](https://md.research.elamur.ai/free/en/papers/allaway-2021-adversarial-learning-zero-shot-stance/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Emily Allaway, Malavika Srikanth, Kathleen McKeown*2021 · 124 citations*
20. **[Syntactic Simplification for Improving Content Selection in Multi-Document Summarization ↗](https://aclanthology.org/C04-1129/) COLING 2004: Proceedings of the 20th International Conference on Computational Linguistics · no summary yet**Advaith Siddharthan, Ani Nenkova, Kathleen McKeown*2004 · 124 citations*
21. **[Aggregated Word Pair Features for Implicit Discourse Relation Disambiguation](https://md.research.elamur.ai/free/en/papers/biran-2013-aggregated-word-pair-features-implicit/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Or Biran, Kathleen McKeown*2013 · 121 citations*
22. **[Learning Methods to Combine Linguistic Indicators:Improving Aspectual Classification and Revealing Linguistic Insights](https://md.research.elamur.ai/free/en/papers/siegel-2000-learning-methods-combine-linguistic-indicators/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Eric V. Siegel, Kathleen R. McKeown*2000 · 110 citations*
23. **[Information fusion for multidocument summarization: paraphrasing and generation ↗](https://openalex.org/W88290828) no summary yet**Kathleen R. McKeown, Regina Barzilay*2003 · 106 citations*
24. **[Sentence Ordering in Multidocument Summarization ↗](https://aclanthology.org/H01-1065/) Proceedings of the First International Conference on Human Language Technology Research · no summary yet**Regina Barzilay, Noemie Elhadad, Kathleen R. McKeown*2001 · 106 citations*
25. **[Paraphrasing Using Given and New Information in a Question-Answer System ↗](https://aclanthology.org/P79-1016/) 17th Annual Meeting of the Association for Computational Linguistics · no summary yet**McKeown, Kathleen R.*1979 · 105 citations*
26. **[Aligning Noisy Parallel Corpora Across Language Groups: Word Pair Feature Matching by Dynamic Time Warping ↗](https://aclanthology.org/1994.amta-1.11/) Proceedings of the First Conference of the Association for Machine Translation in the Americas · no summary yet**Pascale Fung, Kathleen McKeown*1994 · 97 citations*
27. **[InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection ↗](https://aclanthology.org/2021.acl-long.133/) Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yet**Yi Fung et al.*2021 · 88 citations*
28. **[Generating Natural Language Summaries from Multiple On-Line Sources](https://md.research.elamur.ai/free/en/papers/radev-1998-generating-natural-language-summaries-multiple/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Dragomir R. Radev, Kathleen R. McKeown*1998 · 78 citations*
29. **[When Do Pre-Training Biases Propagate to Downstream Tasks? A Case Study in Text Summarization ↗](https://aclanthology.org/2023.eacl-main.234/) Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics · no summary yet**Faisal Ladhak et al.*2023 · 75 citations*
30. **[Paraphrasing Questions Using Given and new information](https://md.research.elamur.ai/free/en/papers/mckeown-1983-paraphrasing-questions-given-new-information/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Kathleen R. McKeown*1983 · 74 citations*
31. **[Information Status Distinctions and Referring Expressions: An Empirical Study of References to People in News Summaries](https://md.research.elamur.ai/free/en/papers/siddharthan-2011-information-status-distinctions-referring-expressions/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Advaith Siddharthan, Ani Nenkova, Kathleen McKeown*2011 · 70 citations*
32. **[Faithfulness-Aware Decoding Strategies for Abstractive Summarization ↗](https://aclanthology.org/2023.eacl-main.210/) Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics · no summary yet**David Wan et al.*2023 · 60 citations*
33. **[Do Models Explain Themselves? Counterfactual Simulatability of Natural Language Explanations ↗](https://arxiv.org/abs/2307.08678) arXiv (Cornell University) · no summary yet**Yanda Chen et al.*2023 · 41 citations*
34. **[Event-Centric Natural Language Processing ↗](https://aclanthology.org/2021.acl-tutorials.2/) Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: Tutorial Abstracts · no summary yet**Muhao Chen et al.*2021 · 41 citations*
35. **[Columbia University at DUC 2004 ↗](https://doi.org/10.7916/d8w95jkb) no summary yet**Kathleen R. McKeown et al.*2004 · 39 citations*
36. **[PDTB Discourse Parsing as a Tagging Task: The Two Taggers Approach](https://md.research.elamur.ai/free/en/papers/biran-2015-pdtb-discourse-parsing-as-tagging/) [Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)](https://md.research.elamur.ai/free/en/venues/sigdial/)**Or Biran, Kathleen McKeown*2015 · 32 citations*
37. **[Penguins Don't Fly: Reasoning about Generics through Instantiations and Exceptions ↗](https://aclanthology.org/2023.eacl-main.192/) Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics · no summary yet**Emily Allaway et al.*2023 · 31 citations*
38. **[Reading Subtext: Evaluating Large Language Models on Short Story Summarization with Writers](https://md.research.elamur.ai/free/en/papers/subbiah-2024-reading-subtext-evaluating-large-language/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Melanie Subbiah, Sean Zhang, Lydia B. Chilton, et al.*2024 · 30 citations*
39. **[See It from My Perspective: How Language Affects Cultural Bias in Image Understanding ↗](https://arxiv.org/abs/2406.11665) arXiv (Cornell University) · no summary yet**Amith Ananthram et al.*2024 · 22 citations*
40. **[Controllable Meaning Representation to Text Generation: Linearization and Data Augmentation Strategies ↗](https://aclanthology.org/2020.emnlp-main.419/) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yet**Chris Kedzie, Kathleen McKeown*2020 · 22 citations*
41. **[TinyStyler: Efficient Few-Shot Text Style Transfer with Authorship Embeddings ↗](https://aclanthology.org/2024.findings-emnlp.781/) Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yet**Zachary Horvitz et al.*2024 · 21 citations*
42. **[ParaGuide: Guided Diffusion Paraphrasers for Plug-and-Play Textual Style Transfer ↗](https://arxiv.org/abs/2308.15459) arXiv:2308.15459 · no summary yet**Zachary Horvitz et al.*2023 · 18 citations*
43. **[MT Error Detection for Cross-Lingual Question Answering ↗](https://aclanthology.org/C10-2109/) Coling 2010: Posters · no summary yet**Kristen Parton, Kathleen McKeown*2010 · 18 citations*
44. **[The Columbia Multi-Document Summarizer for DUC 2002 ↗](https://openalex.org/W2130222571) no summary yet**Kathleen R. McKeown et al.*2002 · 18 citations*
45. **[NLP Found Helpful (at least for one Text Categorization Task) ↗](https://aclanthology.org/W02-1023/) Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing (EMNLP 2002) · no summary yet**Carl Sable, Kathleen McKeown, Kenneth Church*2002 · 15 citations*
46. **[Exceptions, Instantiations, and Overgeneralization: Insights into How Language Models Process Generics ↗](https://aclanthology.org/2024.cl-4.2/) Computational Linguistics · no summary yet**Emily Allaway et al.*2024 · 13 citations*
47. **[An analysis of document graph construction methods for AMR summarization ↗](https://arxiv.org/abs/2111.13993) arXiv:2111.13993 · no summary yet**Fei-Tzin Lee et al.*2021 · 11 citations*
48. **[Mining Paraphrasal Typed Templates from a Plain Text Corpus ↗](https://aclanthology.org/P16-1180/) Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Or Biran, Terra Blevins, Kathleen McKeown*2016 · 10 citations*
49. **[System Combination for Machine Translation through Paraphrasing ↗](https://aclanthology.org/D15-1122/) Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yet**Wei-Yun Ma, Kathleen McKeown*2015 · 10 citations*
50. [**Towards Semi-Automated Annotation for Prepositional Phrase Attachment**Sara Rosenthal, William Lipovsky, Kathleen McKeown, et al.*English · 10 citations*](https://md.research.elamur.ai/free/en/papers/rosenthal-2010-semi-automated-annotation-prepositional-phrase/)
51. **[Legal and Political Stance Detection of SCOTUS Language ↗](https://aclanthology.org/2022.nllp-1.25/) Proceedings of the Natural Legal Language Processing Workshop 2022 · no summary yet**Noah Bergam, Emily Allaway, Kathleen Mckeown*2022 · 9 citations*
52. **[Towards Augmenting Lexical Resources for Slang and African American English](https://md.research.elamur.ai/free/en/papers/hwang-2020-augmenting-lexical-resources-slang-african/) [Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial)](https://md.research.elamur.ai/free/en/venues/vardial/)**Alyssa Hwang, William R. Frey, Kathleen McKeown*2020 · 8 citations*
53. **[Columbia at the Document Understanding Conference 2003 ↗](https://doi.org/10.7916/d8ms4237) no summary yet**Kathleen R. McKeown et al.*2003 · 8 citations*
54. **[Building a Foundation System for Producing Short Answers to Factual Questions. ↗](https://openalex.org/W2404299085) no summary yet**Sameer Pradhan et al.*2002 · 8 citations*
55. **[The ARIEL-CMU Systems for LoReHLT18 ↗](https://arxiv.org/abs/1902.08899) arXiv (Cornell University) · no summary yet**Aditi Chaudhary et al.*2019 · 6 citations*
56. **[Detecting and Correcting Syntactic Errors in Machine Translation Using Feature-Based Lexicalized Tree Adjoining Grammars ↗](https://aclanthology.org/O12-1014/) Proceedings of the 24th Conference on Computational Linguistics and Speech Processing (ROCLING 2012) · no summary yet**Wei-Yun Ma, Kathleen McKeown*2012 · 6 citations*
57. **[Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning ↗](https://aclanthology.org/2023.acl-long.894/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Alexander Hanbo Li et al.*2023 · 4 citations*
58. **[Semantic Categorization of Social Knowledge for Commonsense Question Answering ↗](https://aclanthology.org/2021.sustainlp-1.10/) Proceedings of the Second Workshop on Simple and Efficient Natural Language Processing · no summary yet**Gengyu Wang et al.*2021 · 4 citations*
59. **[Guiding LLM Decision-Making with Fairness Reward Models ↗](https://doi.org/10.52202/085713-4867) neural information processing systems · no summary yet**Zara Hall et al.*2025 · 3 citations*
60. **[What Do Users Care About? Detecting Actionable Insights from User Feedback ↗](https://aclanthology.org/2022.naacl-industry.27/) Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track · no summary yet**Kasturi Bhattacharjee et al.*2022 · 3 citations*
61. **[Layered Insights: Generalizable Analysis of Human Authorial Style by Leveraging All Transformer Layers ↗](https://aclanthology.org/2025.emnlp-main.521/) Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing · no summary yet**Milad Alshomary et al.*2025 · 1 citation*
62. **[Retrospective and Future Views](https://md.research.elamur.ai/free/en/papers/mckeown-2026-retrospective-future-views/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Kathleen McKeown*2026*
63. **[Natural Language Processing: How NSF Supports Visionary New Approaches to NLP ↗](https://doi.org/10.1145/3773294) Communications of the ACM · no summary yet**Kathleen R. McKeown, Christopher D. Manning*2026*
64. **[Layered Insights: Generalizable Analysis of Authorial Style by Leveraging All Transformer Layers ↗](https://arxiv.org/abs/2503.00958) arXiv:2503.00958 · no summary yet**Milad Alshomary; Nikhil Reddy Varimalla; Vishal Anand; Smaranda Muresan;, Kathleen McKeown*2025*
65. **[NewsQs: Multi-Source Question Generation for the Inquiring Mind ↗](https://arxiv.org/abs/2402.18479) arXiv (Cornell University) · no summary yet**Alyssa Hwang et al.*2024*