Papers

2024

Explaining Language Models’ Predictions with High-Impact Concepts
Ruochen Zhao, Shafiq Joty, Yongjie Wang, Tan Wang
EACL 2024 Findings
Paper

Chain of Knowledge: A Framework for Grounding Large Language Models with Structured Knowledge Bases
Xingxuan Li*, Ruochen Zhao*, Yew Ken Chia*, Bosheng Ding, Lidong Bing, Shafiq Joty, Soujanya Poria
ICLR 2024
Paper

2023

ChatGPT’s One-year Anniversary: Are Open-Source Large Language Models Catching up?
Hailin Chen*, Fangkai Jiao*, Xingxuan Li*, Chengwei Qin*, Mathieu Ravaut*, Ruochen Zhao*, Caiming Xiong, Shafiq Joty
arxiv
Paper

Retrieving multimodal information for augmented generation: A survey
Ruochen Zhao, Hailin Chen, Weishi Wang, Fangkai Jiao, Xuan Long Do, Chengwei Qin, Bosheng Ding, Xiaobao Guo, Minzhi Li, Xingxuan Li, Shafiq Joty
EMNLP 2023 Findings
Paper

Verify-and-edit: A knowledge-enhanced chain-of-thought framework
Ruochen Zhao*, Xingxuan Li*, Shafiq Joty, Chengwei Qin, Lidong Bing
ACL 2023
Paper

Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications
Han Cheol Moon, Shafiq Joty, Ruochen Zhao, Megh Thakkar, Xu Chi
ACL 2023
Paper

2022

PromptSum: Planning with Mixed Prompts for Parameter-Efficient Controllable Abstractive Summarization
Mathieu Ravaut*, Hailin Chen*, Ruochen Zhao*, Chengwei Qin, Shafiq Joty, Nancy F. Chen
arxiv
Paper