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A Bag of Tricks for Dialogue Summarization


Sep 16, 2021
Muhammad Khalifa, Miguel Ballesteros, Kathleen McKeown

* EMNLP 2021 - short paper 

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Semantic Categorization of Social Knowledge for Commonsense Question Answering


Sep 11, 2021
Gengyu Wang, Xiaochen Hou, Diyi Yang, Kathleen McKeown, Jing Huang

* Accepted by SustaiNLP 2021 on EMNLP 2021 

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Faithful or Extractive? On Mitigating the Faithfulness-Abstractiveness Trade-off in Abstractive Summarization


Aug 31, 2021
Faisal Ladhak, Esin Durmus, He He, Claire Cardie, Kathleen McKeown


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Cross-language Sentence Selection via Data Augmentation and Rationale Training


Jun 04, 2021
Yanda Chen, Chris Kedzie, Suraj Nair, Petra Galuščáková, Rui Zhang, Douglas W. Oard, Kathleen McKeown

* ACL 2021 main conference 

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Adversarial Learning for Zero-Shot Stance Detection on Social Media


May 14, 2021
Emily Allaway, Malavika Srikanth, Kathleen McKeown

* To appear in NAACL 2021 

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Improving Factual Consistency of Abstractive Summarization via Question Answering


May 10, 2021
Feng Nan, Cicero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Kathleen McKeown, Ramesh Nallapati, Dejiao Zhang, Zhiguo Wang, Andrew O. Arnold, Bing Xiang

* ACL-IJCNLP 2021 

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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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