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Pei Zhou

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Self-Discover: Large Language Models Self-Compose Reasoning Structures

Feb 06, 2024
Pei Zhou, Jay Pujara, Xiang Ren, Xinyun Chen, Heng-Tze Cheng, Quoc V. Le, Ed H. Chi, Denny Zhou, Swaroop Mishra, Huaixiu Steven Zheng

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AutoMix: Automatically Mixing Language Models

Oct 19, 2023
Aman Madaan, Pranjal Aggarwal, Ankit Anand, Srividya Pranavi Potharaju, Swaroop Mishra, Pei Zhou, Aditya Gupta, Dheeraj Rajagopal, Karthik Kappaganthu, Yiming Yang, Shyam Upadhyay, Mausam, Manaal Faruqui

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How FaR Are Large Language Models From Agents with Theory-of-Mind?

Oct 04, 2023
Pei Zhou, Aman Madaan, Srividya Pranavi Potharaju, Aditya Gupta, Kevin R. McKee, Ari Holtzman, Jay Pujara, Xiang Ren, Swaroop Mishra, Aida Nematzadeh, Shyam Upadhyay, Manaal Faruqui

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SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization

Dec 20, 2022
Hyunwoo Kim, Jack Hessel, Liwei Jiang, Ximing Lu, Youngjae Yu, Pei Zhou, Ronan Le Bras, Malihe Alikhani, Gunhee Kim, Maarten Sap, Yejin Choi

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An AI Dungeon Master's Guide: Learning to Converse and Guide with Intents and Theory-of-Mind in Dungeons and Dragons

Dec 20, 2022
Pei Zhou, Andrew Zhu, Jennifer Hu, Jay Pujara, Xiang Ren, Chris Callison-Burch, Yejin Choi, Prithviraj Ammanabrolu

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Reflect, Not Reflex: Inference-Based Common Ground Improves Dialogue Response Quality

Nov 16, 2022
Pei Zhou, Hyundong Cho, Pegah Jandaghi, Dong-Ho Lee, Bill Yuchen Lin, Jay Pujara, Xiang Ren

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Detecting Political Biases of Named Entities and Hashtags on Twitter

Sep 16, 2022
Zhiping Xiao, Jeffrey Zhu, Yining Wang, Pei Zhou, Wen Hong Lam, Mason A. Porter, Yizhou Sun

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The Role of Facial Expressions and Emotion in ASL

Jan 19, 2022
Lee Kezar, Pei Zhou

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An Intelligent Self-driving Truck System For Highway Transportation

Dec 31, 2021
Dawei Wang, Lingping Gao, Ziquan Lan, Wei Li, Jiaping Ren, Jiahui Zhang, Peng Zhang, Pei Zhou, Shengao Wang, Jia Pan, Dinesh Manocha, Ruigang Yang

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Think Before You Speak: Using Self-talk to Generate Implicit Commonsense Knowledge for Response Generation

Oct 16, 2021
Pei Zhou, Karthik Gopalakrishnan, Behnam Hedayatnia, Seokhwan Kim, Jay Pujara, Xiang Ren, Yang Liu, Dilek Hakkani-Tur

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