Alert button
Picture for Chenguang Zhu

Chenguang Zhu

Alert button

LMGQS: A Large-scale Dataset for Query-focused Summarization

May 22, 2023
Ruochen Xu, Song Wang, Yang Liu, Shuohang Wang, Yichong Xu, Dan Iter, Chenguang Zhu, Michael Zeng

Figure 1 for LMGQS: A Large-scale Dataset for Query-focused Summarization
Figure 2 for LMGQS: A Large-scale Dataset for Query-focused Summarization
Figure 3 for LMGQS: A Large-scale Dataset for Query-focused Summarization
Figure 4 for LMGQS: A Large-scale Dataset for Query-focused Summarization
Viaarxiv icon

InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT

May 22, 2023
Yichong Xu, Ruochen Xu, Dan Iter, Yang Liu, Shuohang Wang, Chenguang Zhu, Michael Zeng

Figure 1 for InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT
Figure 2 for InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT
Figure 3 for InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT
Figure 4 for InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT
Viaarxiv icon

i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data

May 21, 2023
Ziyi Yang, Mahmoud Khademi, Yichong Xu, Reid Pryzant, Yuwei Fang, Chenguang Zhu, Dongdong Chen, Yao Qian, Mei Gao, Yi-Ling Chen, Robert Gmyr, Naoyuki Kanda, Noel Codella, Bin Xiao, Yu Shi, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang

Figure 1 for i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data
Figure 2 for i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data
Figure 3 for i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data
Figure 4 for i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data
Viaarxiv icon

Any-to-Any Generation via Composable Diffusion

May 19, 2023
Zineng Tang, Ziyi Yang, Chenguang Zhu, Michael Zeng, Mohit Bansal

Figure 1 for Any-to-Any Generation via Composable Diffusion
Figure 2 for Any-to-Any Generation via Composable Diffusion
Figure 3 for Any-to-Any Generation via Composable Diffusion
Figure 4 for Any-to-Any Generation via Composable Diffusion
Viaarxiv icon

Small Models are Valuable Plug-ins for Large Language Models

May 15, 2023
Canwen Xu, Yichong Xu, Shuohang Wang, Yang Liu, Chenguang Zhu, Julian McAuley

Figure 1 for Small Models are Valuable Plug-ins for Large Language Models
Figure 2 for Small Models are Valuable Plug-ins for Large Language Models
Figure 3 for Small Models are Valuable Plug-ins for Large Language Models
Figure 4 for Small Models are Valuable Plug-ins for Large Language Models
Viaarxiv icon

Automatic Prompt Optimization with "Gradient Descent" and Beam Search

May 04, 2023
Reid Pryzant, Dan Iter, Jerry Li, Yin Tat Lee, Chenguang Zhu, Michael Zeng

Figure 1 for Automatic Prompt Optimization with "Gradient Descent" and Beam Search
Figure 2 for Automatic Prompt Optimization with "Gradient Descent" and Beam Search
Figure 3 for Automatic Prompt Optimization with "Gradient Descent" and Beam Search
Figure 4 for Automatic Prompt Optimization with "Gradient Descent" and Beam Search
Viaarxiv icon

G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment

Apr 06, 2023
Yang Liu, Dan Iter, Yichong Xu, Shuohang Wang, Ruochen Xu, Chenguang Zhu

Figure 1 for G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment
Figure 2 for G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment
Figure 3 for G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment
Figure 4 for G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment
Viaarxiv icon

GPTEval: NLG Evaluation using GPT-4 with Better Human Alignment

Mar 29, 2023
Yang Liu, Dan Iter, Yichong Xu, Shuohang Wang, Ruochen Xu, Chenguang Zhu

Figure 1 for GPTEval: NLG Evaluation using GPT-4 with Better Human Alignment
Figure 2 for GPTEval: NLG Evaluation using GPT-4 with Better Human Alignment
Figure 3 for GPTEval: NLG Evaluation using GPT-4 with Better Human Alignment
Figure 4 for GPTEval: NLG Evaluation using GPT-4 with Better Human Alignment
Viaarxiv icon

How Does In-Context Learning Help Prompt Tuning?

Feb 22, 2023
Simeng Sun, Yang Liu, Dan Iter, Chenguang Zhu, Mohit Iyyer

Figure 1 for How Does In-Context Learning Help Prompt Tuning?
Figure 2 for How Does In-Context Learning Help Prompt Tuning?
Figure 3 for How Does In-Context Learning Help Prompt Tuning?
Figure 4 for How Does In-Context Learning Help Prompt Tuning?
Viaarxiv icon

Unifying Vision, Text, and Layout for Universal Document Processing

Dec 20, 2022
Zineng Tang, Ziyi Yang, Guoxin Wang, Yuwei Fang, Yang Liu, Chenguang Zhu, Michael Zeng, Cha Zhang, Mohit Bansal

Figure 1 for Unifying Vision, Text, and Layout for Universal Document Processing
Figure 2 for Unifying Vision, Text, and Layout for Universal Document Processing
Figure 3 for Unifying Vision, Text, and Layout for Universal Document Processing
Figure 4 for Unifying Vision, Text, and Layout for Universal Document Processing
Viaarxiv icon