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Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained Models


Apr 17, 2021
Zhengxuan Wu, Nelson F. Liu, Christopher Potts

* 16 pages, 5 figures, preprint 

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Dynabench: Rethinking Benchmarking in NLP


Apr 07, 2021
Douwe Kiela, Max Bartolo, Yixin Nie, Divyansh Kaushik, Atticus Geiger, Zhengxuan Wu, Bertie Vidgen, Grusha Prasad, Amanpreet Singh, Pratik Ringshia, Zhiyi Ma, Tristan Thrush, Sebastian Riedel, Zeerak Waseem, Pontus Stenetorp, Robin Jia, Mohit Bansal, Christopher Potts, Adina Williams

* NAACL 2021 

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On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification


Jan 01, 2021
Zhengxuan Wu, Desmond C. Ong


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DynaSent: A Dynamic Benchmark for Sentiment Analysis


Dec 30, 2020
Christopher Potts, Zhengxuan Wu, Atticus Geiger, Douwe Kiela


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Context-Guided BERT for Targeted Aspect-Based Sentiment Analysis


Oct 15, 2020
Zhengxuan Wu, Desmond C. Ong


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Structured Self-Attention Weights Encode Semantics in Sentiment Analysis


Oct 10, 2020
Zhengxuan Wu, Thanh-Son Nguyen, Desmond C. Ong

* 10 pages 

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Pragmatically Informative Color Generation by Grounding Contextual Modifiers


Oct 09, 2020
Zhengxuan Wu, Desmond C. Ong

* 8 pages 

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Modeling emotion in complex stories: the Stanford Emotional Narratives Dataset


Nov 22, 2019
Desmond C. Ong, Zhengxuan Wu, Tan Zhi-Xuan, Marianne Reddan, Isabella Kahhale, Alison Mattek, Jamil Zaki

* 16 pages, 7 figures; accepted for publication at IEEE Transactions on Affective Computing 

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Disentangling Latent Emotions of Word Embeddings on Complex Emotional Narratives


Aug 15, 2019
Zhengxuan Wu, Yueyi Jiang

* NLPCC2019 
* 9 pages, submitted and accepted by NLP conference 2019 

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Attending to Emotional Narratives


Jul 08, 2019
Zhengxuan Wu, Xiyu Zhang, Tan Zhi-Xuan, Jamil Zaki, Desmond C. Ong

* Accepted at IEEE Affective Computing and Intelligent Interaction (ACII) 2019; 6 pages + 1 page ref; 4 figures 

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