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Parameter-Efficient Fine-Tuning Design Spaces


Jan 04, 2023
Jiaao Chen, Aston Zhang, Xingjian Shi, Mu Li, Alex Smola, Diyi Yang

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* Code is available at https://github.com/amazon-science/peft-design-spaces 

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Human-in-the-loop Abstractive Dialogue Summarization


Dec 19, 2022
Jiaao Chen, Mohan Dodda, Diyi Yang

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Werewolf Among Us: A Multimodal Dataset for Modeling Persuasion Behaviors in Social Deduction Games


Dec 16, 2022
Bolin Lai, Hongxin Zhang, Miao Liu, Aryan Pariani, Fiona Ryan, Wenqi Jia, Shirley Anugrah Hayati, James M. Rehg, Diyi Yang

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* 17 pages 

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On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning


Dec 15, 2022
Omar Shaikh, Hongxin Zhang, William Held, Michael Bernstein, Diyi Yang

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* 13 pages 

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DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue


Dec 15, 2022
William Held, Christopher Hidey, Fei Liu, Eric Zhu, Rahul Goel, Diyi Yang, Rushin Shah

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Multi-VALUE: A Framework for Cross-Dialectal English NLP


Dec 15, 2022
Caleb Ziems, William Held, Jingfeng Yang, Diyi Yang

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* 24 pages (9 pages + appendix); 21 tables; 5 figures 

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ConStruct-VL: Data-Free Continual Structured VL Concepts Learning


Nov 17, 2022
James Seale Smith, Paola Cascante-Bonilla, Assaf Arbelle, Donghyun Kim, Rameswar Panda, David Cox, Diyi Yang, Zsolt Kira, Rogerio Feris, Leonid Karlinsky

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Modeling Motivational Interviewing Strategies On An Online Peer-to-Peer Counseling Platform


Nov 09, 2022
Raj Sanjay Shah, Faye Holt, Shirley Anugrah Hayati, Aastha Agarwal, Yi-Chia Wang, Robert E. Kraut, Diyi Yang

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* Accepted at CSCW 2022 

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WHEN FLUE MEETS FLANG: Benchmarks and Large Pre-trained Language Model for Financial Domain


Oct 31, 2022
Raj Sanjay Shah, Kunal Chawla, Dheeraj Eidnani, Agam Shah, Wendi Du, Sudheer Chava, Natraj Raman, Charese Smiley, Jiaao Chen, Diyi Yang

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Geographic Citation Gaps in NLP Research


Oct 26, 2022
Mukund Rungta, Janvijay Singh, Saif M. Mohammad, Diyi Yang

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* EMNLP 2022 Main Conference 

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