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On Efficient Training, Controllability and Compositional Generalization of Insertion-based Language Generators

Feb 12, 2021
Sidi Lu, Nanyun Peng


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DiSCoL: Toward Engaging Dialogue Systems through Conversational Line Guided Response Generation

Feb 03, 2021
Sarik Ghazarian, Zixi Liu, Tuhin Chakrabarty, Xuezhe Ma, Aram Galstyan, Nanyun Peng


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A Paragraph-level Multi-task Learning Model for Scientific Fact-Verification

Jan 25, 2021
Xiangci Li, Gully Burns, Nanyun Peng

* 5 pages; The AAAI-21 Workshop on Scientific Document Understanding 

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EventPlus: A Temporal Event Understanding Pipeline

Jan 13, 2021
Mingyu Derek Ma, Jiao Sun, Mu Yang, Kung-Hsiang Huang, Nuan Wen, Shikhar Singh, Rujun Han, Nanyun Peng


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MrGCN: Mirror Graph Convolution Network for Relation Extraction with Long-Term Dependencies

Jan 01, 2021
Xiao Guo, I-Hung Hsu, Wael AbdAlmageed, Premkumar Natarajan, Nanyun Peng

* 14 pages, page 13-14 appendix, 6 figures. The first two authors contribute equally. The names are ordered by alphabet 

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DEER: A Data Efficient Language Model for Event Temporal Reasoning

Dec 30, 2020
Rujun Han, Xiang Ren, Nanyun Peng


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MELINDA: A Multimodal Dataset for Biomedical Experiment Method Classification

Dec 16, 2020
Te-Lin Wu, Shikhar Singh, Sayan Paul, Gully Burns, Nanyun Peng

* In The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21), 2021 

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Detecting Social Media Manipulation in Low-Resource Languages

Nov 10, 2020
Samar Haider, Luca Luceri, Ashok Deb, Adam Badawy, Nanyun Peng, Emilio Ferrara


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"Nice Try, Kiddo": Ad Hominems in Dialogue Systems

Oct 24, 2020
Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng

* 14 pages 

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Efficient End-to-end Learning of Cross-event Dependencies for Document-level Event Extraction

Oct 24, 2020
Kung-Hsiang Huang, Nanyun Peng

* 10 pages, 3 figures 

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Biomedical Event Extraction with Hierarchical Knowledge Graphs

Oct 12, 2020
Kung-Hsiang Huang, Mu Yang, Nanyun Peng

* 8 pages, 3 figures, Findings of EMNLP 2020 (short) 

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Content Planning for Neural Story Generation with Aristotelian Rescoring

Oct 09, 2020
Seraphina Goldfarb-Tarrant, Tuhin Chakrabarty, Ralph Weischedel, Nanyun Peng

* EMNLP 2020, 9 pages 

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GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction

Oct 06, 2020
Wasi Uddin Ahmad, Nanyun Peng, Kai-Wei Chang

* 9 pages, 4 pages of references, 7 pages of supplementary material 

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Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction

Oct 06, 2020
Rujun Han, Yichao Zhou, Nanyun Peng

* Appear in EMNLP'20 

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STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation

Oct 04, 2020
Nader Akoury, Shufan Wang, Josh Whiting, Stephen Hood, Nanyun Peng, Mohit Iyyer

* Accepted as a long paper to EMNLP 2020 

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Generating similes effortlessly like a Pro: A Style Transfer Approach for Simile Generation

Oct 03, 2020
Tuhin Chakrabarty, Smaranda Muresan, Nanyun Peng

* EMNLP 2020 

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Biomedical Event Extraction on Graph Edge-conditioned Attention Networks with Hierarchical Knowledge Graphs

Sep 22, 2020
Kung-Hsiang Huang, Mu Yang, Nanyun Peng

* 8 pages, 3 figures, Findings of EMNLP 2020 (short) 

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Generating similes <effortlessly> like a Pro: A Style Transfer Approach for Simile Generation

Sep 18, 2020
Tuhin Chakrabarty, Smaranda Muresan, Nanyun Peng

* EMNLP 2020 

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$R^3$: Reverse, Retrieve, and Rank for Sarcasm Generation with Commonsense Knowledge

May 28, 2020
Tuhin Chakrabarty, Debanjan Ghosh, Smaranda Muresan, Nanyun Peng

* Accepted at the 2020 Annual Conference of the Association for Computational Linguistics (ACL) 

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Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering

May 02, 2020
Peifeng Wang, Nanyun Peng, Pedro Szekely, Xiang Ren


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Towards Controllable Biases in Language Generation

May 01, 2020
Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng

* 9 pages 

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TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions

May 01, 2020
Qiang Ning, Hao Wu, Rujun Han, Nanyun Peng, Matt Gardner, Dan Roth

* 15 pages (incl. 4 pages in the appendix) 

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Identifying Cultural Differences through Multi-Lingual Wikipedia

Apr 10, 2020
Yufei Tian, Tuhin Chakrabarty, Fred Morstatter, Nanyun Peng


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Predictive Engagement: An Efficient Metric For Automatic Evaluation of Open-Domain Dialogue Systems

Nov 04, 2019
Sarik Ghazarian, Ralph Weischedel, Aram Galstyan, Nanyun Peng


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