I am a Master majoring in Computer Science. I work at Information Retrieval Laboratory of Shandong University, supervised by Prof. Zhaochun Ren and Prof. Shen Gao. I am also fortunate to receive the supervision of Dr. Shuo Zhang.
Previously, I obtain my Bachelor's degree in Shandong University majoring in Computer Science and Technology (graduated in 2023). The Dean of my department is Xiuzhen Cheng.
π My current research interests primarily focus on:
- Tool learning with foundation models (LLM-based agent): build a real-world agent based on the foundation model with external tools to solve complex tasks in the real world.
- Knowledge discovery: enhance machines with factual knowledge from diverse sources of information and reduce their hallucination.
π Feel free to contact with me for any form of collaboration.
β‘οΈ More details about me: CV and transcript (GPA: 93.46/100, Rank: 2/182)
π Publications
(selected)* indicates equal contribution
Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering, Zhengliang Shi, Shuo Zhang, Weiwei Sun, Shen Gao, Pengjie Ren, Zhumin Chen, Zhaochun Ren Accepted by ACL 2024
Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum, Shen Gao*, Zhengliang Shi*, Minghang Zhu, Bowen Fang, Xin Xin, Pengjie Ren, Zhumin Chen, Jun Ma, Accepted by AAAI 2024
Towards a Unified Framework for Reference Retrieval and Related Work Generation, Zhengliang Shi , Shen Gao, zhen zhang, Xiuying Chen, Zhumin Chen, Pengjie Ren, Zhaochun Ren, Accepted by EMNLP 2023
RADE: Reference-Assisted Dialogue Evaluation for Open-Domain Dialogue, Zhengliang Shi, Weiwei Sun, Shuo Zhang, Zhen Zhang, Pengjie Ren, Zhaochun Ren, Accepted by ACL 2023
Contrastive Learning Reduces Hallucination in Conversations, Weiwei Sun, Zhengliang Shi, Shen Gao, Pengjie Ren, Maarten de Rijke, Zhaochun Ren, Accepted by AAAI 2023
π Honors
(Selected)- 2023 Excellent Graduate, Shandong University, China
- 2022 Deanβs Scholarship, Shandong University, Department of Computer Science
- 2022 Presidential Scholarship, Shandong University, China
- 2021 National Scholarship, Ministry of Education, China
- 2021, 2022, 2023 Academic Scholarship, Shandong University, China
π Awards
(Selected)- 2022 Third Prize of World Artificial Intelligence Challenge Competition (WAIC)
- 2021,2022 Second Prize of the American Mathematical Modeling Competition
- 2021 First Prize of National Mathematical Modeling Competition
- 2021 First Prize of the National College Students' Innovation and Entrepreneurship Competition
π¬ Invited Talks
- 2023.05, Towards a More Reliable Evaluation for Open-Domain Dialogue system, Paper Reporting for ACL-IJCAL-SIGIR (AIS) 2023 Conference, Changsha, China.
π» Experience
- 2023.5 - Present, Researcher, Baidu, Search Science Team,
Beijing. - 2021.9 - 2023.5 , Research Assistant, IRlab
, Shandong University, Qingdao.
π Services
- Conference Reviewer: IJCAI2024, ACL2024, EMNLP2024
