Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words. - Haochun Wang; Chi Liu; Nuwa Xi; Sendong Zhao; Meizhi Ju; Shiwei Zhang; Ziheng Zhang; Yefeng Zheng 001; Bing Qin 001; Ting Liu 001 (COLING, 2022)

UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human language. - Nuwa Xi; Sendong Zhao; Haochun Wang; Chi Liu; Bing Qin 001; Ting Liu 001 (ACL (1), 2023)

Make Your Decision Convincing! A Unified Two-Stage Framework: Self-Attribution and Decision-Making. - Yanrui Du; Sendong Zhao; Haochun Wang; Yuhan Chen 002; Rui Bai; Zewen Qiang; Muzhen Cai; Bing Qin 001 (EMNLP (Findings), 2023)

Global Prompt Cell: A Portable Control Module for Effective Prompt Tuning. - Chi Liu; Haochun Wang; Nuwa Xi; Sendong Zhao; Bing Qin 001 (NLPCC (1), 2023)

Global Prompt Cell: A Portable Control Module for Effective Prompt. - Chi Liu; Haochun Wang; Nuwa Xi; Sendong Zhao; Bing Qin 001 (CoRR, 2023)

HuaTuo: Tuning LLaMA Model with Chinese Medical Knowledge. - Haochun Wang; Chi Liu; Nuwa Xi; Zewen Qiang; Sendong Zhao; Bing Qin 001; Ting Liu 001 (CoRR, 2023)

Knowledge-tuning Large Language Models with Structured Medical Knowledge Bases for Reliable Response Generation in Chinese. - Haochun Wang; Sendong Zhao; Zewen Qiang; Zijian Li 020; Nuwa Xi; Yanrui Du; Muzhen Cai; Haoqiang Guo; Yuhan Chen 002; Haoming Xu; Bing Qin 001; Ting Liu 001 (CoRR, 2023)

The CALLA Dataset: Probing LLMs' Interactive Knowledge Acquisition from Chinese Medical Literature. - Yanrui Du; Sendong Zhao; Muzhen Cai; Jianyu Chen; Haochun Wang; Yuhan Chen 002; Haoqiang Guo; Bing Qin 001 (CoRR, 2023)

From Artificially Real to Real: Leveraging Pseudo Data from Large Language Models for Low-Resource Molecule Discovery. - Yuhan Chen 002; Nuwa Xi; Yanrui Du; Haochun Wang; Jianyu Chen; Sendong Zhao; Bing Qin 001 (AAAI, 2024)

MolTailor: Tailoring Chemical Molecular Representation to Specific Tasks via Text Prompts. - Haoqiang Guo; Sendong Zhao; Haochun Wang; Yanrui Du; Bing Qin 001 (AAAI, 2024)

Manifold-Based Verbalizer Space Re-embedding for Tuning-Free Prompt-Based Classification. - Haochun Wang; Sendong Zhao; Chi Liu; Nuwa Xi; Muzhen Cai; Bing Qin 001; Ting Liu 001 (AAAI, 2024)

AS-ES Learning: Towards efficient CoT learning in small models. - Nuwa Xi; Yuhan Chen 002; Sendong Zhao; Haochun Wang; GongZhang GongZhang; Bing Qin 001; Ting Liu 001 (ACL (Findings), 2024)

CMCOQA: A Chinese Medical Complex Open-Question Answering Benchmark. - Zijian Li 020; Sendong Zhao; Haochun Wang; Haoming Xu; Bing Qin 001; Ting Liu 001 (BIBM, 2024)

Beyond Direct Diagnosis: LLM-based Multi-Specialist Agent Consultation for Automatic Diagnosis. - Haochun Wang; Sendong Zhao; Zewen Qiang; Nuwa Xi; Bing Qin 001; Ting Liu 001 (CoRR, 2024)

Beyond the Answers: Reviewing the Rationality of Multiple Choice Question Answering for the Evaluation of Large Language Models. - Haochun Wang; Sendong Zhao; Zewen Qiang; Bing Qin 001; Ting Liu 001 (CoRR, 2024)

AS-ES Learning: Towards Efficient CoT Learning in Small Models. - Nuwa Xi; Yuhan Chen 002; Sendong Zhao; Haochun Wang; Bing Qin 001; Ting Liu 001 (CoRR, 2024)

MolFusion: Multimodal Fusion Learning for Molecular Representations via Multi-granularity Views. - Muzhen Cai; Sendong Zhao; Haochun Wang; Yanrui Du; Zewen Qiang; Bing Qin 001; Ting Liu 001 (CoRR, 2024)

GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal Synthesis. - Yi Jiang; Sendong Zhao; Jianbo Li; Haochun Wang; Bing Qin 001 (ACL (1), 2025)

Beyond Frameworks: Unpacking Collaboration Strategies in Multi-Agent Systems. - Haochun Wang; Sendong Zhao; Jingbo Wang; Zewen Qiang; Bing Qin 001; Ting Liu 001 (ACL (1), 2025)

LLMs May Perform MCQA by Selecting the Least Incorrect Option. - Haochun Wang; Sendong Zhao; Zewen Qiang; Nuwa Xi; Bing Qin 001; Ting Liu 001 (COLING, 2025)

Knowledge-tuning Large Language Models with Structured Medical Knowledge Bases for Trustworthy Response Generation in Chinese. - Haochun Wang; Sendong Zhao; Zewen Qiang; Zijian Li 020; Chi Liu; Nuwa Xi; Yanrui Du; Bing Qin 001; Ting Liu 001 (ACM Trans. Knowl. Discov. Data, 2025)

Collaborative Chain-of-Agents for Parametric-Retrieved Knowledge Synergy. - Yi Jiang; Sendong Zhao; Jianbo Li; Haochun Wang; Lizhe Zhang; Yan Liu; Bing Qin 001 (CoRR, 2025)