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Kathleen McKeown

Columbia University

Segmenting Subtitles for Correcting ASR Segmentation Errors

Apr 16, 2021
David Wan, Chris Kedzie, Faisal Ladhak, Elsbeth Turcan, Petra Galuščáková, Elena Zotkina, Zhengping Jiang, Peter Bell, Kathleen McKeown

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Supporting Clustering with Contrastive Learning

Mar 24, 2021
Dejiao Zhang, Feng Nan, Xiaokai Wei, Shangwen Li, Henghui Zhu, Kathleen McKeown, Ramesh Nallapati, Andrew Arnold, Bing Xiang

* NAACL 2021 

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Entity-level Factual Consistency of Abstractive Text Summarization

Feb 18, 2021
Feng Nan, Ramesh Nallapati, Zhiguo Wang, Cicero Nogueira dos Santos, Henghui Zhu, Dejiao Zhang, Kathleen McKeown, Bing Xiang

* EACL 2021 

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Event-Driven News Stream Clustering using Entity-Aware Contextual Embeddings

Jan 26, 2021
Kailash Karthik Saravanakumar, Miguel Ballesteros, Muthu Kumar Chandrasekaran, Kathleen McKeown

* To appear in Proceedings of The 16th Conference of the European Chapter of the Association for Computational Linguistics 

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Event Guided Denoising for Multilingual Relation Learning

Dec 04, 2020
Amith Ananthram, Emily Allaway, Kathleen McKeown

* COLING2020, short paper 

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Subtitles to Segmentation: Improving Low-Resource Speech-to-Text Translation Pipelines

Oct 19, 2020
David Wan, Zhengping Jiang, Chris Kedzie, Elsbeth Turcan, Peter Bell, Kathleen McKeown

* [email protected] 2020 68-73 

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Incorporating Terminology Constraints in Automatic Post-Editing

Oct 19, 2020
David Wan, Chris Kedzie, Faisal Ladhak, Marine Carpuat, Kathleen McKeown

* To appear in WMT, 2020 

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Zero-Shot Stance Detection: A Dataset and Model using Generalized Topic Representations

Oct 07, 2020
Emily Allaway, Kathleen McKeown

* EMNLP 2020 

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WikiLingua: A New Benchmark Dataset for Cross-Lingual Abstractive Summarization

Oct 07, 2020
Faisal Ladhak, Esin Durmus, Claire Cardie, Kathleen McKeown

* Findings of EMNLP 2020 

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A Unified Feature Representation for Lexical Connotations

May 31, 2020
Emily Allaway, Kathleen McKeown

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Exploring Content Selection in Summarization of Novel Chapters

May 07, 2020
Faisal Ladhak, Bryan Li, Yaser Al-Onaizan, Kathleen McKeown

* Accepted to ACL 2020 

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Severing the Edge Between Before and After: Neural Architectures for Temporal Ordering of Events

Apr 08, 2020
Miguel Ballesteros, Rishita Anubhai, Shuai Wang, Nima Pourdamghani, Yogarshi Vyas, Jie Ma, Parminder Bhatia, Kathleen McKeown, Yaser Al-Onaizan

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A Good Sample is Hard to Find: Noise Injection Sampling and Self-Training for Neural Language Generation Models

Nov 08, 2019
Chris Kedzie, Kathleen McKeown

* Accepted as a long paper at INLG 2019 

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Dreaddit: A Reddit Dataset for Stress Analysis in Social Media

Oct 31, 2019
Elsbeth Turcan, Kathleen McKeown

* To appear in the proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis 

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Automatically Inferring Gender Associations from Language

Aug 30, 2019
Serina Chang, Kathleen McKeown

* EMNLP 2019 

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Fine-grained Sentiment Analysis with Faithful Attention

Aug 19, 2019
Ruiqi Zhong, Steven Shao, Kathleen McKeown

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IMHO Fine-Tuning Improves Claim Detection

May 16, 2019
Tuhin Chakrabarty, Christopher Hidey, Kathleen McKeown

* NAACL 2019 

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The ARIEL-CMU Systems for LoReHLT18

Feb 24, 2019
Aditi Chaudhary, Siddharth Dalmia, Junjie Hu, Xinjian Li, Austin Matthews, Aldrian Obaja Muis, Naoki Otani, Shruti Rijhwani, Zaid Sheikh, Nidhi Vyas, Xinyi Wang, Jiateng Xie, Ruochen Xu, Chunting Zhou, Peter J. Jansen, Yiming Yang, Lori Levin, Florian Metze, Teruko Mitamura, David R. Mortensen, Graham Neubig, Eduard Hovy, Alan W Black, Jaime Carbonell, Graham V. Horwood, Shabnam Tafreshi, Mona Diab, Efsun S. Kayi, Noura Farra, Kathleen McKeown

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Content Selection in Deep Learning Models of Summarization

Oct 29, 2018
Chris Kedzie, Kathleen McKeown, Hal Daume III

* Published at EMNLP 2018 

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Predictive Embeddings for Hate Speech Detection on Twitter

Sep 27, 2018
Rohan Kshirsagar, Tyus Cukuvac, Kathleen McKeown, Susan McGregor

* Accepted at Abusive Language Online Workshop, EMNLP 2018; 7 pages 7 figures 

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Detecting Gang-Involved Escalation on Social Media Using Context

Sep 10, 2018
Serina Chang, Ruiqi Zhong, Ethan Adams, Fei-Tzin Lee, Siddharth Varia, Desmond Patton, William Frey, Chris Kedzie, Kathleen McKeown

* EMNLP 2018 
* 12 pages 

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Multimodal Social Media Analysis for Gang Violence Prevention

Jul 23, 2018
Philipp Blandfort, Desmond Patton, William R. Frey, Svebor Karaman, Surabhi Bhargava, Fei-Tzin Lee, Siddharth Varia, Chris Kedzie, Michael B. Gaskell, Rossano Schifanella, Kathleen McKeown, Shih-Fu Chang

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Leveraging Sparse and Dense Feature Combinations for Sentiment Classification

Aug 13, 2017
Tao Yu, Christopher Hidey, Owen Rambow, Kathleen McKeown

* 4 pages 

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SMARTies: Sentiment Models for Arabic Target Entities

Jan 12, 2017
Noura Farra, Kathleen McKeown

* To be published in Proceedings of the European Chapter of the Association for Computational Linguistics (EACL 2017) 

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Using Natural Language Processing and Qualitative Analysis to Intervene in Gang Violence: A Collaboration Between Social Work Researchers and Data Scientists

Sep 28, 2016
Desmond Upton Patton, Kathleen McKeown, Owen Rambow, Jamie Macbeth

* Presented at the Data For Good Exchange 2016 

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Real-Time Web Scale Event Summarization Using Sequential Decision Making

May 12, 2016
Chris Kedzie, Fernando Diaz, Kathleen McKeown

* in Proceedings of the 25th International Joint Conference on Artificial Intelligence 2016 

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Aligning Noisy Parallel Corpora Across Language Groups : Word Pair Feature Matching by Dynamic Time Warping

Sep 22, 1994
Pascale Fung, Kathleen McKeown

* Proc. AMTA-94 
* 8 pages, uuencoded, compressed PostScript 

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