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Exploring Visual Engagement Signals for Representation Learning


Apr 15, 2021
Menglin Jia, Zuxuan Wu, Austin Reiter, Claire Cardie, Serge Belongie, Ser-Nam Lim


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Self-Teaching Machines to Read and Comprehend with Large-Scale Multi-Subject Question Answering Data


Feb 01, 2021
Dian Yu, Kai Sun, Dong Yu, Claire Cardie


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Intentonomy: a Dataset and Study towards Human Intent Understanding


Nov 11, 2020
Menglin Jia, Zuxuan Wu, Austin Reiter, Claire Cardie, Serge Belongie, Ser-Nam Lim


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Improving Event Duration Prediction via Time-aware Pre-training


Nov 05, 2020
Zonglin Yang, Xinya Du, Alexander Rush, Claire Cardie

* to be published in Findings of EMNLP 2020 

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Adding Chit-Chats to Enhance Task-Oriented Dialogues


Oct 24, 2020
Kai Sun, Seungwhan Moon, Paul Crook, Stephen Roller, Becka Silvert, Bing Liu, Zhiguang Wang, Honglei Liu, Eunjoon Cho, Claire Cardie


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Exploring the Role of Argument Structure in Online Debate Persuasion


Oct 07, 2020
Jialu Li, Esin Durmus, Claire Cardie

* Accepted to 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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Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge


Sep 12, 2020
Kai Sun, Dian Yu, Jianshu Chen, Dong Yu, Claire Cardie


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Document-level Event-based Extraction Using Generative Template-filling Transformers


Aug 21, 2020
Xinya Du, Alexander Rush, Claire Cardie


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Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding


May 13, 2020
Xinya Du, Claire Cardie

* Accepted to ACL 2020 (long papers), 12 pages 

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Event Extraction by Answering (Almost) Natural Questions


Apr 28, 2020
Xinya Du, Claire Cardie


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Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset


Apr 26, 2020
Menglin Jia, Mengyun Shi, Mikhail Sirotenko, Yin Cui, Claire Cardie, Bharath Hariharan, Hartwig Adam, Serge Belongie


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Dialogue-Based Relation Extraction


Apr 17, 2020
Dian Yu, Kai Sun, Claire Cardie, Dong Yu

* To appear in ACL 2020 

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The Role of Pragmatic and Discourse Context in Determining Argument Impact


Apr 06, 2020
Esin Durmus, Faisal Ladhak, Claire Cardie

* EMNLP 2019 

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Determining Relative Argument Specificity and Stance for Complex Argumentative Structures


Jun 26, 2019
Esin Durmus, Faisal Ladhak, Claire Cardie


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A Corpus for Modeling User and Language Effects in Argumentation on Online Debating


Jun 26, 2019
Esin Durmus, Claire Cardie


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Exploring the Role of Prior Beliefs for Argument Persuasion


Jun 26, 2019
Esin Durmus, Claire Cardie

* 11 pages 

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Be Consistent! Improving Procedural Text Comprehension using Label Consistency


Jun 21, 2019
Xinya Du, Bhavana Dalvi Mishra, Niket Tandon, Antoine Bosselut, Wen-tau Yih, Peter Clark, Claire Cardie

* NAACL 2019 

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Keeping Notes: Conditional Natural Language Generation with a Scratchpad Mechanism


Jun 13, 2019
Ryan Y. Benmalek, Madian Khabsa, Suma Desu, Claire Cardie, Michele Banko

* Accepted to ACL 2019 

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Probing Prior Knowledge Needed in Challenging Chinese Machine Reading Comprehension


Apr 30, 2019
Kai Sun, Dian Yu, Dong Yu, Claire Cardie


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DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension


Feb 01, 2019
Kai Sun, Dian Yu, Jianshu Chen, Dong Yu, Yejin Choi, Claire Cardie

* To appear in TACL 

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Improving Machine Reading Comprehension with General Reading Strategies


Oct 31, 2018
Kai Sun, Dian Yu, Dong Yu, Claire Cardie


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Zero-Resource Multilingual Model Transfer: Learning What to Share


Oct 08, 2018
Xilun Chen, Ahmed Hassan Awadallah, Hany Hassan, Wei Wang, Claire Cardie


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Unsupervised Multilingual Word Embeddings


Sep 06, 2018
Xilun Chen, Claire Cardie

* EMNLP 2018 

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Towards Dynamic Computation Graphs via Sparse Latent Structure


Sep 03, 2018
Vlad Niculae, André F. T. Martins, Claire Cardie

* EMNLP 2018; 9 pages (incl. appendix) 

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Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification


Aug 18, 2018
Xilun Chen, Yu Sun, Ben Athiwaratkun, Claire Cardie, Kilian Weinberger

* TACL journal version 

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SparseMAP: Differentiable Sparse Structured Inference


Jun 20, 2018
Vlad Niculae, André F. T. Martins, Mathieu Blondel, Claire Cardie

* Published in ICML 2018. 14 pages, including appendix 

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The Neural Painter: Multi-Turn Image Generation


Jun 16, 2018
Ryan Y. Benmalek, Claire Cardie, Serge Belongie, Xiadong He, Jianfeng Gao


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Harvesting Paragraph-Level Question-Answer Pairs from Wikipedia


May 15, 2018
Xinya Du, Claire Cardie

* Accepted to ACL 2018 (long paper) 

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Multinomial Adversarial Networks for Multi-Domain Text Classification


Feb 15, 2018
Xilun Chen, Claire Cardie

* NAACL 2018 

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