Does BERT Know Which Answer Beyond the Question? - Fei Xia; Yixuan Weng; Maojin Xia; Qiang Yu; Shizhu He; Kang Liu 001; Shengping Liu; Jun Zhao 001 (CCKS (Evaluation Track), 2021)

More but Correct: Generating Diversified and Entity-revised Medical Response. - Bin Li 083; Encheng Chen; Hongru Liu; Yixuan Weng; Bin Sun 001; Shutao Li; Yongping Bai; Meiling Hu (CoRR, 2021)

SimCLAD: A Simple Framework for Contrastive Learning of Acronym Disambiguation. - Bin Li 083; Fei Xia; Yixuan Weng; Xiusheng Huang; Bin Sun 001; Shutao Li (CoRR, 2021)

ADBCMM : Acronym Disambiguation by Building Counterfactuals and Multilingual Mixing. - Yixuan Weng; Fei Xia; Bin Li 083; Xiusheng Huang; Shizhu He; Kang Liu 001; Jun Zhao 001 (CoRR, 2021)

A Novel Initial Reminder Framework for Acronym Extraction. - Xiusheng Huang; Bin Li 083; Fei Xia; Yixuan Weng (SDU@AAAI, 2022)

PSG: Prompt-based Sequence Generation for Acronym Extraction. - Bin Li 083; Fei Xia; Yixuan Weng; Bin Sun 001; Shutao Li; Xiusheng Huang (SDU@AAAI, 2022)

SimCLAD: A Simple Framework for Contrastive Learning of Acronym Disambiguation. - Bin Li 083; Fei Xia; Yixuan Weng; Xiusheng Huang; Bin Sun 001 (SDU@AAAI, 2022)

ADBCMM : Acronym Disambiguation by Building Counterfactuals and Multilingual Mixing. - Yixuan Weng; Fei Xia; Bin Li 083; Xiusheng Huang; Shizhu He (SDU@AAAI, 2022)

ANACONDA: Adversarial training with iNtrust loss in ACrONym DisambiguAtion. - Fei Xia; Bin Li 083; Yixuan Weng; Xiusheng Huang; Shizhu He (SDU@AAAI, 2022)

A Knowledge storage and semantic space alignment Method for Multi-documents dialogue generation. - Minjun Zhu; Bin Li 083; Yixuan Weng; Fei Xia (DialDoc@ACL, 2022)

VPAI_Lab at MedVidQA 2022: A Two-Stage Cross-modal Fusion Method for Medical Instructional Video Classification. - Bin Li 083; Yixuan Weng; Fei Xia; Bin Sun 001; Shutao Li (BioNLP@ACL, 2022)

Learning to Answer Complex Visual Questions from Multi-View Analysis. - Minjun Zhu; Yixuan Weng; Shizhu He; Kang Liu 001; Jun Zhao 001 (CCKS (Evaluation Track), 2022)

A Multi-tasking and Multi-stage Chinese Minority Pre-trained Language Model. - Bin Li 083; Yixuan Weng; Bin Sun 001; Shutao Li (CCMT, 2022)

MedConQA: Medical Conversational Question Answering System based on Knowledge Graphs. - Fei Xia; Bin Li 083; Yixuan Weng; Shizhu He; Kang Liu 001; Bin Sun 001; Shutao Li; Jun Zhao 001 (EMNLP (Demos), 2022)

Scene-Aware Prompt for Multi-modal Dialogue Understanding and Generation. - Bin Li 083; Yixuan Weng; Ziyu Ma; Bin Sun 001; Shutao Li (NLPCC (2), 2022)

LingJing at SemEval-2022 Task 1: Multi-task Self-supervised Pre-training for Multilingual Reverse Dictionary. - Bin Li 083; Yixuan Weng; Fei Xia; Shizhu He; Bin Sun 001; Shutao Li (SemEval@NAACL, 2022)

LingJing at SemEval-2022 Task 3: Applying DeBERTa to Lexical-level Presupposed Relation Taxonomy with Knowledge Transfer. - Fei Xia; Bin Li 083; Yixuan Weng; Shizhu He; Bin Sun 001; Shutao Li; Kang Liu 001; Jun Zhao 001 (SemEval@NAACL, 2022)

Prompt-based Pre-trained Model for Personality and Interpersonal Reactivity Prediction. - Bin Li 083; Yixuan Weng; Qiya Song; Fuyan Ma; Bin Sun 001; Shutao Li (WASSA@ACL, 2022)

Continuing Pre-trained Model with Multiple Training Strategies for Emotional Classification. - Bin Li 083; Yixuan Weng; Qiya Song; Bin Sun 001; Shutao Li (WASSA@ACL, 2022)

Towards Visual-Prompt Temporal Answering Grounding in Medical Instructional Video. - Bin Li 083; Yixuan Weng; Bin Sun 001; Shutao Li (CoRR, 2022)

LingYi: Medical Conversational Question Answering System based on Multi-modal Knowledge Graphs. - Fei Xia; Bin Li 083; Yixuan Weng; Shizhu He; Kang Liu 001; Bin Sun 001; Shutao Li; Jun Zhao 001 (CoRR, 2022)

ReasonChainQA: Text-based Complex Question Answering with Explainable Evidence Chains. - Minjun Zhu; Yixuan Weng; Shizhu He; Kang Liu 001; Jun Zhao 001 (CoRR, 2022)

Visual Answer Localization with Cross-modal Mutual Knowledge Transfer. - Yixuan Weng; Bin Li 083 (CoRR, 2022)

Artificial Text Detection with Multiple Training Strategies. - Bin Li 083; Yixuan Weng; Qiya Song; Hanjun Deng (CoRR, 2022)

Large Language Models are reasoners with Self-Verification. - Yixuan Weng; Minjun Zhu; Shizhu He; Kang Liu 001; Jun Zhao 001 (CoRR, 2022)

Prompt-based system for personality and interpersonal reactivity prediction. - Bin Li 083; Yixuan Weng (Softw. Impacts, 2022)

Find Parent then Label Children: A Two-stage Taxonomy Completion Method with Pre-trained Language Model. - Fei Xia; Yixuan Weng; Shizhu He; Kang Liu 001; Jun Zhao 001 (EACL, 2023)

Large Language Models are Better Reasoners with Self-Verification. - Yixuan Weng; Minjun Zhu; Fei Xia; Bin Li 083; Shizhu He; Shengping Liu; Bin Sun 001; Kang Liu 001; Jun Zhao 001 (EMNLP (Findings), 2023)

Learning To Locate Visual Answer In Video Corpus Using Question. - Bin Li 083; Yixuan Weng; Bin Sun 001; Shutao Li (ICASSP, 2023)

Visual Answer Localization with Cross-Modal Mutual Knowledge Transfer. - Yixuan Weng; Bin Li (ICASSP, 2023)

Learning to Build Reasoning Chains by Reliable Path Retrieval. - Minjun Zhu; Yixuan Weng; Shizhu He; Cunguang Wang; Kang Liu 001; Li Cai; Jun Zhao 001 (ICASSP, 2023)

Overview of the NLPCC 2023 Shared Task: Chinese Medical Instructional Video Question Answering. - Bin Li 083; Yixuan Weng; Hu Guo; Bin Sun 001; Shutao Li; Yuhao Luo; Mengyao Qi; Xufei Liu; Yuwei Han; Haiwen Liang; Shuting Gao; Chen Chen (NLPCC (3), 2023)

Neural Comprehension: Language Models with Compiled Neural Networks. - Yixuan Weng; Minjun Zhu; Fei Xia; Bin Li 083; Shizhu He; Kang Liu 001; Jun Zhao 001 (CoRR, 2023)

Large Language Models Need Holistically Thought in Medical Conversational QA. - Yixuan Weng; Bin Li 083; Fei Xia; Minjun Zhu; Bin Sun 001; Shizhu He; Kang Liu 001; Jun Zhao 001 (CoRR, 2023)

Towards Graph-hop Retrieval and Reasoning in Complex Question Answering over Textual Database. - Minjun Zhu; Yixuan Weng; Shizhu He; Kang Liu 001; Jun Zhao 001 (CoRR, 2023)

LMTuner: An user-friendly and highly-integrable Training Framework for fine-tuning Large Language Models. - Yixuan Weng; Zhiqi Wang; Huanxuan Liao; Shizhu He; Shengping Liu; Kang Liu 001; Jun Zhao 001 (CoRR, 2023)

Assessing Knowledge Editing in Language Models via Relation Perspective. - Yifan Wei 001; Xiaoyan Yu; Huanhuan Ma; Fangyu Lei; Yixuan Weng; Ran Song 002; Kang Liu 001 (CoRR, 2023)

Does Knowledge Localization Hold True? Surprising Differences Between Entity and Relation Perspectives in Language Models. - Yifan Wei 001; Xiaoyan Yu; Yixuan Weng; Huanhuan Ma; Yuanzhe Zhang; Jun Zhao 001; Kang Liu 001 (CIKM, 2024)

Towards Graph-hop Retrieval and Reasoning in Complex Question Answering over Textual Database. - Minjun Zhu; Yixuan Weng; Shizhu He; Kang Liu 001; Haifeng Liu; Yang jun Jun; Jun Zhao 001 (LREC/COLING, 2024)

Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks. - Yixuan Weng; Minjun Zhu; Fei Xia; Bin Li 083; Shizhu He; Kang Liu 001; Jun Zhao 001 (ICLR, 2024)

Overview of the NLPCC 2024 Shared Task 7: Multi-lingual Medical Instructional Video Question Answering. - Bin Li; Yixuan Weng; Qiya Song; Lianhui Liang; Xianwen Min; Shoujun Zhou (NLPCC (5), 2024)

Large Language Models With Holistically Thought Could Be Better Doctors. - Yixuan Weng; Bin Li 083; Fei Xia; Minjun Zhu; Bin Sun 001; Shizhu He; Shengping Liu; Kang Liu 001; Shutao Li; Jun Zhao 001 (NLPCC (2), 2024)

Distinct but correct: generating diversified and entity-revised medical response. - Bin Li 083; Bin Sun 001; Shutao Li; Encheng Chen; Hongru Liu; Yixuan Weng; Yongping Bai; Meiling Hu (Sci. China Inf. Sci., 2024)

ControlLM: Crafting Diverse Personalities for Language Models. - Yixuan Weng; Shizhu He; Kang Liu 001; Shengping Liu; Jun Zhao 001 (CoRR, 2024)

Towards better Chinese-centric neural machine translation for low-resource languages. - Bin Li 083; Yixuan Weng; Fei Xia; Hanjun Deng (Comput. Speech Lang., 2024)

Towards Visual-Prompt Temporal Answer Grounding in Instructional Video. - Shutao Li; Bin Li 083; Bin Sun 001; Yixuan Weng (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

DeepReview: Improving LLM-based Paper Review with Human-like Deep Thinking Process. - Minjun Zhu; Yixuan Weng; Linyi Yang; Yue Zhang 004 (ACL (1), 2025)

CycleResearcher: Improving Automated Research via Automated Review. - Yixuan Weng; Minjun Zhu; Guangsheng Bao; Hongbo Zhang; Jindong Wang 001; Yue Zhang 004; Linyi Yang (ICLR, 2025)

Personality Alignment of Large Language Models. - Minjun Zhu; Yixuan Weng; Linyi Yang; Yue Zhang 004 (ICLR, 2025)

Small but Mighty: Enhancing Time Series Forecasting with Lightweight LLMs. - Haoran Fan; Bin Li; Yixuan Weng; Shoujun Zhou (CoRR, 2025)

ReGraP-LLaVA: Reasoning enabled Graph-based Personalized Large Language and Vision Assistant. - Yifan Xiang; Zhenxi Zhang; Bin Li; Yixuan Weng; Shoujun Zhou; Yangfan He; Keqin Li (CoRR, 2025)

Overview of the NLPCC 2025 Shared Task 4: Multi-modal, Multilingual, and Multi-hop Medical Instructional Video Question Answering Challenge. - Bin Li; Shenxi Liu; Yixuan Weng; Yue Du; Yuhang Tian; Shoujun Zhou (CoRR, 2025)

AI Scientists Fail Without Strong Implementation Capability. - Minjun Zhu; Qiujie Xie; Yixuan Weng; Jian Wu 037; Zhen Lin; Linyi Yang; Yue Zhang 004 (CoRR, 2025)

Small but mighty: enhancing time series forecasting with lightweight LLMs. - Haoran Fan; Bin Li 083; Yixuan Weng; Shoujun Zhou (J. Supercomput., 2025)

AutoTIR: Autonomous Tools Integrated Reasoning via Reinforcement Learning. - Yifan Wei 001; Xiaoyan Yu; Yixuan Weng; Tengfei Pan; Angsheng Li; Li Du (CoRR, 2025)

How Far Are AI Scientists from Changing the World? - Qiujie Xie; Yixuan Weng; Minjun Zhu; Fuchen Shen; Shulin Huang; Zhen Lin; Jiahui Zhou; Zilan Mao; Zijie Yang; Linyi Yang; Jian Wu; Yue Zhang (CoRR, 2025)

T-Detect: Tail-Aware Statistical Normalization for Robust Detection of Adversarial Machine-Generated Text. - Alva West; Luodan Zhang; Liuliu Zhang; Minjun Zhu; Yixuan Weng; Yue Zhang (CoRR, 2025)

AI-Generated Text is Non-Stationary: Detection via Temporal Tomography. - Alva West; Yixuan Weng; Minjun Zhu; Luodan Zhang; Zhen Lin; Guangsheng Bao; Yue Zhang (CoRR, 2025)