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An Empirical Study of Training End-to-End Vision-and-Language Transformers


Nov 25, 2021
Zi-Yi Dou, Yichong Xu, Zhe Gan, Jianfeng Wang, Shuohang Wang, Lijuan Wang, Chenguang Zhu, Pengchuan Zhang, Lu Yuan, Nanyun Peng, Zicheng Liu, Michael Zeng


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Understanding Procedural Knowledge by Sequencing Multimodal Instructional Manuals


Oct 16, 2021
Te-Lin Wu, Alex Spangher, Pegah Alipoormolabashi, Marjorie Freedman, Ralph Weischedel, Nanyun Peng


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On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark


Oct 16, 2021
Hao Sun, Guangxuan Xu, Jiawen Deng, Jiale Cheng, Chujie Zheng, Hao Zhou, Nanyun Peng, Xiaoyan Zhu, Minlie Huang


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Socially Aware Bias Measurements for Hindi Language Representations


Oct 15, 2021
Vijit Malik, Sunipa Dev, Akihiro Nishi, Nanyun Peng, Kai-Wei Chang

* 11 Pages (5 Pages main content+ 1 pages for references + 5 Pages Appendix) 

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HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning


Sep 22, 2021
Mingyu Derek Ma, Muhao Chen, Te-Lin Wu, Nanyun Peng

* To appear in Findings of ACL: EMNLP 2021 

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Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning


Sep 14, 2021
Da Yin, Liunian Harold Li, Ziniu Hu, Nanyun Peng, Kai-Wei Chang

* EMNLP 2021. Code and data are available at https://github.com/WadeYin9712/GD-VCR 

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HypoGen: Hyperbole Generation with Commonsense and Counterfactual Knowledge


Sep 10, 2021
Yufei Tian, Arvind krishna Sridhar, Nanyun Peng

* Accepted at Findings of EMNLP21 

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Document-level Entity-based Extraction as Template Generation


Sep 10, 2021
Kung-Hsiang Huang, Sam Tang, Nanyun Peng

* 13 pages. EMNLP 2021 

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Paraphrase Generation as Unsupervised Machine Translation


Sep 07, 2021
Chun Fan, Yufei Tian, Yuxian Meng, Nanyun Peng, Xiaofei Sun, Fei Wu, Jiwei Li


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Event Extraction as Natural Language Generation


Aug 29, 2021
I-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, Scott Miller, Prem Natarajan, Kai-Wei Chang, Nanyun Peng

* The first two authors contribute equally 

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What do Bias Measures Measure?


Aug 07, 2021
Sunipa Dev, Emily Sheng, Jieyu Zhao, Jiao Sun, Yu Hou, Mattie Sanseverino, Jiin Kim, Nanyun Peng, Kai-Wei Chang


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Men Are Elected, Women Are Married: Events Gender Bias on Wikipedia


Jun 03, 2021
Jiao Sun, Nanyun Peng

* ACL 2021 

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Societal Biases in Language Generation: Progress and Challenges


Jun 02, 2021
Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng

* ACL 2021 camera-ready 

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Metaphor Generation with Conceptual Mappings


Jun 02, 2021
Kevin Stowe, Tuhin Chakrabarty, Nanyun Peng, Smaranda Muresan, Iryna Gurevych

* 13 pages, 3 figures, to be published in the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) 

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COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences


Jun 02, 2021
Shikhar Singh, Nuan Wen, Yu Hou, Pegah Alipoormolabashi, Te-Lin Wu, Xuezhe Ma, Nanyun Peng

* In Proceedings of Findings of the Association for Computational Linguistics: ACL 2021 (ACL-Findings). Contains 16 pages, 14 figures and 11 tables 

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"Don't quote me on that": Finding Mixtures of Sources in News Articles


Apr 19, 2021
Alexander Spangher, Nanyun Peng, Jonathan May, Emilio Ferrara


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Modeling "Newsworthiness" for Lead-Generation Across Corpora


Apr 19, 2021
Alexander Spangher, Nanyun Peng, Jonathan May, Emilio Ferrara


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Revealing Persona Biases in Dialogue Systems


Apr 18, 2021
Emily Sheng, Josh Arnold, Zhou Yu, Kai-Wei Chang, Nanyun Peng

* 9 pages 

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Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training


Apr 17, 2021
Kuan-Hao Huang, Wasi Uddin Ahmad, Nanyun Peng, Kai-Wei Chang

* Preprint 

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Plot-guided Adversarial Example Construction for Evaluating Open-domain Story Generation


Apr 12, 2021
Sarik Ghazarian, Zixi Liu, Akash SM, Ralph Weischedel, Aram Galstyan, Nanyun Peng

* NAACL 2021 

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MERMAID: Metaphor Generation with Symbolism and Discriminative Decoding


Apr 11, 2021
Tuhin Chakrabarty, Xurui Zhang, Smaranda Muresan, Nanyun Peng

* NAACL 2021 

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


Mar 01, 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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