Welcome to Bin Li’s Homepage
Bin Li
Ph.D. Candidate, Hunan University
I am a final-year Ph.D. student in the College of Electrical and Information Engineering of Hunan University, and was fortunately supervised by Prof. Shutao Li and Prof. Bin Sun. I received my B.S. degree from Yanshan University in 2019. My research interests include natural language processing, human-robot interaction, and multimodal fusion. I serve as a peer reviewer for international conferences, such as AAAI, ACL, and EMNLP.
News
- 10/2023 : Two Conference papers have been accepted in EMNLP 2023 and NLPCC 2023.
- 9/2023 : One Journal paper has been accepted in Computer Speech & Language 2023.
- 7/2023 : One conference paper has been accepted by NLPCC 2023.
- 5/2023 : Two conference papers have been accepted by ICASSP 2023.
- 4/2023 : We orgainzed the NLPCC 2023 shared task 5 Chinese Medical Instructional Video Question Answering [web]. 🎉🎉🎉
- 2/2023 : Four co-authored manuscripts have been submitted to ACL 2023 and ICASSP 2023. 🙏🙏🙏
- 11/2022 : We won two-first and one-second prizes in the 2022 iFLYTEK AI Developer Competitions [web] [web] [web].
- 10/2022 : I got the President’s PhD Scholarship.
- 10/2022 : One conference paper has been accepted by TU@COLING-2022 Workshop [paper].
- 09/2022 : Our Demonstration paper has been accepted by EMNLP-2022 [paper].
- 09/2022 : One journal paper has been accepted by Soft Computing (CCF-C) [paper].
- 09/2022 : One conference paper has been accepted by China Automation Congress 2022 [Web].
- 08/2022 : We got third prize of “iFLYTEK 2022 University Innovation Application Competition - New Medical Track”.
- 08/2022 : One journal paper has been accepted by the 18th China Conference on Machine Translation (EI-indexed) [paper].
- 07/2022 : One journal paper has been accepted by SCIENCE CHINA Information Sciences (CCF-Top1, CCF-A) [paper].
- 07/2022 : We won three championships of Task 4 - Multimodal Dialogue Understanding and Generation in NLPCC 2022 [web]. 🏆🏆🏆
- 07/2022 : Two conference papers have been accepted by 2022 NAACL-SemEval Workshop.
- 06/2022 : One conference paper has been accepted by Dialogue-2022 [paper].
- 06/2022 : Two conference papers have been accepted by WASSA@ACL 2022.
- 05/2022 : We won three championships including sub-task1, 3 and 4 in WASSA@ACL-2022. [web]. 🏆🏆🏆
- 05/2022 : One conference paper has been accepted by BioNLP@ACL2022 Workshop.
- 05/2022 : We got second prize of RuATD (multi) at Kaggle in Dialogue-2022 [web].
- 04/2022 : We won the Shared Task Medical Video Classification on BioNLP in ACL-2022 [web]. 🏆🏆🏆
- 03/2022 : Five workshop papers have been accepted by CEUR. journal (EI indexed) [web].
- 02/2022 : We won two championships of Task 1 [web] and Task 3 [web] in SemEval@NAACL-2022. 🏆🏆🏆
- 01/2022 : We won the 2021 “Tsinghua-Siemens” Intelligent Development Competition [web]. 🥇🥇🥇
- 01/2022 : We got the third prize and the best popularity award in 2021 “Wudao” AI Innovation Application Competition [web].
- 12/2021 : Our work: “LingYi”, won the gold medal and the best popularity award of the 2021 “Future Cup” in AI Academic League [web]. 🥇🥇🥇
- 12/2021 : We won the championship of 2021 Global MAX Performance (MAXP) Cloud Computing Innovation Competition [web]. 🥇🥇🥇
- 12/2021 : We won the two championships of the Scientific Document Understanding Challenge (SDU) in AAAI-2022 [web]. 🏆🏆🏆
- 12/2021 : We won the Outline-based conditional story generation challenge held by NLGIW-2022 [web]. 🏆🏆🏆
- 11/2021 : One conference [paper] and one Demo [paper] has been accepted by CCKS-2021 [poster] [demo].
- 11/2021 : We got second prize in “2021 千言：面向事实一致性的生成评测比赛” [web].
- 10/2021 : We won the Low-Resource Multilingual Text Translation Challenge in 2021 iFLYTEK AI Developer Competition [web]. 🏆🏆🏆
- 09/2021 : We got second prize in “2021 同花顺 超长答案的阅读理解比赛”.
- 08/2021 : We got the third prize in Aminer scholar portrait prediction challenge in CCKS 2021 [web].
- 07/2021 : We won the championship in CCKS 2021：蕴含实体的中文医疗对话生成比赛 [web]. 🏆🏆🏆
- 05/2021 : We won the Entity-aware Medical Dialogue Generation (MedDG) Challenge in ICLR-MLPCP 2021 [web]. 🏆🏆🏆
Publications
- Bin Li, Bin Sun, Shutao Li, Encheng Chen, Hongru Liu, Yixuan Weng, Yongping Bai, and Meiling Hu, Distinct but Correct: Generating Diversified and Entity-revised Medical Response, Accepted in SCIENCE CHINA Information Sciences, 2022 [paper] [demo].
- Bin Li, Hanjun Deng, Bilateral personalized dialogue generation with contrastive learning, Accepted in Soft Computing, 2022 [paper] [code].
- Xia Fei*, Bin Li*, Yixuan Weng*, Shizhu He, Kang Liu, Bin Sun, Shutao Li, and Jun Zhao, MedConQA: Medical Conversational Question Answering System based on Knowledge Graphs, Accepted in EMNLP Demonstration (2022) [paper] [code] [demo].
- Bin Li*, Yixuan Weng*, Bin Sun and Shutao Li, Learning To Locate Visual Answer In Video Corpus Using Question, Accepted in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, 2023, pp. 1-5, doi: 10.1109/ICASSP49357.2023.10096391 [paper] [code].
- Yixuan Weng*, Bin Li*, Visual Answer Localization with Cross-Modal Mutual Knowledge Transfer, Accepted in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, 2023, pp. 1-5, doi: 10.1109/ICASSP49357.2023.10095026. [paper] [code].
- Bin Li*, Yixuan Weng*, Ziyu Ma*, Bin Sun, and Shutao Li, Scene-Aware Prompt for Multi-modal Dialogue Understanding and Generation, Accepted in NLPCC-2022 [paper].
- Bin Li*, Xia Fei*, Yixuan Weng, Xiusheng Huang, Bin Sun, and Shutao Li, SimCLAD: A Simple Framework for Contrastive Learning of Acronym Disambiguation, Accepted in CEUR. journal [paper].
- Bin Li, Xia Fei, Yixuan Weng, Xiusheng Huang, and Bin Sun, PSG: Prompt-based Sequence Generation for Acronym Extraction, Accepted in CEUR. journal [paper].
- Bin Li*, Yixuan Weng*, Fei Xia, Bin Sun, and Shutao Li, VPAI_Lab at MedVidQA 2022: A Two-Stage Cross-modal Fusion Method for Medical Instructional Video Classification, Accepted in BioNLP@ACL 2022 [paper][code].
- Bin Li*, Yixuan Weng*, Fei Xia*, Shizhu He, Bin Sun, and Shutao Li, LingJing at SemEval-2022 Task 1: Multi-task Self-supervised Pre-training for Multilingual Reverse Dictionary, Accepted in SemEval@NAACL-2022 [paper][code].
- Bin Li*, Yixuan Weng*, Qiya Song*, Fuyan Ma, Bin Sun, Shutao Li, Prompt-based Pre-trained Model for Personality and Interpersonal Reactivity Prediction, Accepted in WASSA@ACL-2022 [paper].
- Bin Li*, Yixuan Weng*, Qiya Song*, Bin Sun, and Shutao Li, Continuing Pre-trained Model with Multiple Training Strategies for Emotional Classification, Accepted in WASSA@ACL-2022 [paper].
- Bin Li, Yixuan Weng, Prompt-based system for personality and interpersonal reactivity prediction, Accepted in Software impacts [paper][code].
- Bin Li*, Yixuan Weng*, Qiya Song*, and Hanjun Deng, Artificial Text Detection with Multiple Training Strategies, Accepted in Dialogue-2022 [paper] [code].
- Bin Li*, Yixuan Weng*, Bin Sun, and Shutao Li, A Multi-tasking and Multi-stage Chinese Minority Pre-Trained Language Model, Accepted in CCMT-2022 [paper] [code].
- Fei Xia*, Bin Li*, Yixuan Weng, Xiusheng Huang, and Shizhu He, ANACONDA: Adversarial training with iNtrust loss in ACrONym DisambiguAtion, Accepted in CEUR. journal [paper].
- Fei Xia*, Bin Li*, Yixuan Weng*, Shizhu He, Bin Sun, Shutao Li, Kang Liu, and Jun Zhao, LingJing at SemEval-2022 Task 3: Applying DeBERTa to Lexical-level Presupposed Relation Taxonomy with Knowledge Transfer, Accepted in SemEval@NAACL-2022 [paper][code].
- Minjun Zhu, Bin Li, Yixuan Weng, and Fei Xia, A Knowledge Storage and Semantic Space Alignment Method for Multi-documents Dialogue Generation, Accepted in DialDoc@ACL-2022 [paper].
- Minjun Zhu, Yixuan Weng, Bin Li, Shizhu He, Kang Liu, Jun Zhao, Knowledge Transfer with Visual Prompt in multi-modal Dialogue Understanding and Generation, Accepted in TU@COLING-2022. [paper]
- Xiusheng Huang, Bin Li, Fei Xia, and Yixuan Weng, A Novel Initial Reminder Framework for Acronym Extraction, Accepted in CEUR. journal [paper].
- Yixuan Weng, Fei Xia, Bin Li, Xiusheng Huang, Shizhu He, Kang Liu, and Jun Zhao, ADBCMM : Acronym Disambiguation by Building Counterfactuals and Multilingual Mixing, Accepted in CEUR. journal [paper] [code].
- 李宾，陈恩城，刘鸿儒，翁诣轩，孙斌，李树涛，柏勇平，and 胡美玲, CCKS2021：蕴含实体的中文医疗对话生成评测报告, Accepted in CCKS-2021 [Web].
- 李宾，朱敏郡，翁诣轩，夏飞，and 李树涛, 基于迁移降噪学习的大纲条件故事生成, Accepted in CAC-2022 [paper].
- Bin Li*, Yixuan Weng*, Bin Sun, and Shutao Li, Towards Visual-Prompt Temporal Answering Grounding in Medical Instructional Video, Under Review [paper]
- Bin Li, Yixuan Weng, Fei Xia, and Hanjun Deng, Towards Better Chinese-centric Neural Machine Translation for Low-resource Languages, Accepted in Computer Speech & Language 2023 [paper].
Awards
- First Prize ICLR 2021：Entity-aware Medical Dialogue Generation (MedDG) Challenge [web]
- First Prize CCKS 2021：蕴含实体的中文医疗对话生成 [web]
- First Prize 科大讯飞2021 低资源多语种文本翻译挑战赛 [web]
- First Prize 2021未来杯 AI 学术联赛 [web]
- First Prize 2021 MAXP全球高性能云计算比赛-创新赛道 [web]
- First Prize 2021 智源 清华-西门子智能开发赛 [web]
- First Prize SDU@AAAI-22: Acronym Extraction [web]
- First Prize SDU@AAAI-22: Acronym Disambiguation [web]
- First Prize SemEval22-Task3 PreTENS binary classification sub-task [web]
- First Prize SemEval22-Task3 PreTENS regression sub-task [web]
- First Prize SemEval22-Task1 CODWOE SGNS_EN and SGNS_RU [web]
- First Prize NLGIW-2022 Outline-based conditional story generation challenge [web]
- First Prize BioNLP-2022: Medical Video Classification [web]
- First Prize NLPCC 2022：Multimodal Dialogue Understanding and Generation [web]
- First Prize 科大讯飞2022 低资源多语种文本翻译挑战赛2.0 [web]
- First Prize 科大讯飞2022 机器翻译质量评估挑战赛 [web]
- Second Prize Dialogue 2022: RuATD(multi) [web]
- Second Prize 2021 千言：面向事实一致性的生成评测比赛 [web]
- Second Prize 2021 同花顺 超长答案的阅读理解 [web]
- Second Prize 科大讯飞2022 领域迁移机器翻译挑战赛2.0 [web]
- Third Prize 2021 Aminer scholar portrait prediction challenge [web]
- Third Prize 2021 “Wudao” AI Innovation Application Competition [web]
- Third Prize iFLYTEK 2022 University Innovation Application Competition - “New Medical Track”.