Publications
2024
Pandora: Towards General World Model with Natural Language Actions and Video States
Jiannan Xiang*, Guangyi Liu*, Yi Gu*, Qiyue Gao, Yuting Ning, Yuheng Zha, Zeyu Feng, Tianhua Tao, Shibo Hao, Yemin Shi, Zhengzhong Liu, Eric P. Xing, Zhiting Hu
Preprint [Website] [YouTube] [Code] [Paper]
LLM360 K2-65B: Scaling Up Fully Transparent Open-Source LLMs
Zhengzhong Liu, Bowen Tan, Hongyi Wang, Willie Neiswanger, Tianhua Tao, Haonan Li, Fajri Koto, Yuqi Wang, Suqi Sun, Omkar Pangarkar, Richard Fan, Yi Gu, Victor Miller, Liqun Ma, Liping Tang, Nikhil Ranjan, Yonghao Zhuang, Guowei He, Renxi Wang,Mingkai Deng, Robin Algayres, Yuanzhi Li, Zhiqiang Shen, Preslav Nakov, Eric Xing
Preprint [Blog] [Paper] [Weights]
LLM Reasoners: New Evaluation, Library, and Analysis of Step-by-Step Reasoning with Large Language Models
Shibo Hao*, Yi Gu*, Haotian Luo*, Tianyang Liu, Xiyan Shao, Xinyuan Wang, Shuhua Xie, Haodi Ma, Adithya Samavedhi, Qiyue Gao, Zhen Wang, Zhiting Hu
COLM 2024 [Website] [Library] [Paper]
Decentralized Arena via Collective LLM Intelligence: Building Automated, Robust, and Transparent LLM Evaluation for Numerous Dimensions
Yanbin Yin, Zhen Wang, Kun Zhou, Xiangdong Zhang, Shibo Hao, Yi Gu, Jieyuan Liu, Somanshu Singla, Tianyang Liu, Eric P. Xing, Zhengzhong Liu, Haojian Jin, Zhiting Hu
Blogpost [Blog] [Leaderboard] [GitHub]
Text Grafting: Near-Distribution Weak Supervision for Minority Classes in Text Classification
Letian Peng, Yi Gu, Chengyu Dong, Zihan Wang, Jingbo Shang
EMNLP 2024 [Paper]
LLM360: Towards Fully Transparent Open-Source LLMs
Zhengzhong Liu, Aurick Qiao, Willie Neiswanger, Hongyi Wang, Bowen Tan, Tianhua Tao, Junbo Li, Yuqi Wang, Suqi Sun, Omkar Pangarkar, Richard Fan, Yi Gu, Victor Miller, Yonghao Zhuang, Guowei He, Haonan Li, Fajri Koto, Liping Tang, Nikhil Ranjan, Zhiqiang Shen, Xuguang Ren, Roberto Iriondo, Cun Mu, Zhiting Hu, Mark Schulze, Preslav Nakov, Tim Baldwin, Eric P. Xing
COLM 2024 [Blogpost] [Website] [Code] [Models] [Paper]
2023
Reasoning with Language Model is Planning with World Model
Shibo Hao*, Yi Gu*, Haodi Ma, Joshua Jiahua Hong, Zhen Wang, Daisy Zhe Wang, Zhiting Hu
EMNLP 2023 [Paper] [Code] [State of AI Report 2023]
Language Models Meet World Models: Embodied Experiences Enhance Language Models
Jiannan Xiang*, Tianhua Tao*, Yi Gu, Tianmin Shu, Zirui Wang, Zichao Yang, Zhiting Hu
NeurIPS 2023 [Paper] [Code]
JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions
Mo Yu*, Yi Gu*, Xiaoxiao Guo, Yufei Feng, Xiaodan Zhu, Michael Greenspan, Murray Campbell, Chuang Gan
Findings of ACL 2023 [Paper] [Code]
2022
Revisiting the Roles of “Text” in Text Games
Yi Gu*, Shunyu Yao*, Chuang Gan, Joshua B. Tenenbaum, Mo Yu
Findings of EMNLP 2022 [Paper] [Code]
Finding Fallen Objects Via Asynchronous Audio-Visual Integration
Chuang Gan*, Yi Gu*, Siyuan Zhou, Jeremy Schwartz, Seth Alter, James Traer, Dan Gutfreund, Joshua B. Tenenbaum, Josh McDermott*, Antonio Torralba*
CVPR 2022 [Paper] [Code]
Publications in the same year are sorted in my preference.