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ORCIDBenyou Wang
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- affiliation: Chinese University of Hong Kong-Shenzhen (CUHK-SZ), Shenzhen, China
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2020 – today
- 2025
[j23]Chenyu Huang, Zhengyang Tang, Shixi Hu, Ruoqing Jiang, Xin Zheng, Dongdong Ge, Benyou Wang, Zizhuo Wang:
ORLM: A Customizable Framework in Training Large Models for Automated Optimization Modeling. Oper. Res. 73(6): 2986-3009 (2025)- [j22]Yazhou Zhang, Mengyao Wang
, Youxi Wu, Prayag Tiwari, Qiuchi Li, Benyou Wang, Jing Qin:
DialogueLLM: Context and emotion knowledge-tuned large language models for emotion recognition in conversations. Neural Networks 192: 107901 (2025) - [j21]Haoran Li, Qingxiu Dong, Zhengyang Tang, Chaojun Wang, Xingxing Zhang, Haoyang Huang, Shaohan Huang, Xiaolong Huang, Zeqiang Huang, Dongdong Zhang, Yuxian Gu, Xin Cheng, Xun Wang, Si-Qing Chen, Li Dong, Wei Lu, Zhifang Sui, Benyou Wang, Wai Lam, Furu Wei:
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models. Trans. Mach. Learn. Res. 2025 (2025) - [c72]Yuhao Zhang, Xiangnan Ma, Kaiqi Kou, Peizhuo Liu, Weiqiao Shan, Benyou Wang, Tong Xiao, Yuxin Huang, Zhengtao Yu, JingBo Zhu:
Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation. ACL (Findings) 2025: 1448-1460 - [c71]Jianqing Zhu, Huang Huang, Zhihang Lin, Juhao Liang, Zhengyang Tang, Khalid Almubarak, Mosen Alharthi, Bang An, Juncai He, Xiangbo Wu, Fei Yu, Junying Chen, Zhuoheng Ma, Yuhao Du, He Zhang, Saied Alshahrani, Emad A. Alghamdi, Lian Zhang, Ruoyu Sun, Haizhou Li, Benyou Wang, Jinchao Xu:
Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion. ACL (1) 2025: 2025-2042 - [c70]Zhenyang Cai, Junying Chen, Rongsheng Wang, Weihong Wang, Yonglin Deng, Dingjie Song, Yize Chen, Zixu Zhang, Benyou Wang:
Exploring Compositional Generalization of Multimodal LLMs for Medical Imaging. ACL (1) 2025: 13057-13079 - [c69]Junying Chen, Chi Gui, Anningzhe Gao, Ke Ji, Xidong Wang, Xiang Wan, Benyou Wang:
CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis. ACL (Findings) 2025: 14345-14368 - [c68]Junying Chen, Zhenyang Cai, Ke Ji, Xidong Wang, Wanlong Liu, Rongsheng Wang, Benyou Wang:
Towards Medical Complex Reasoning with LLMs through Medical Verifiable Problems. ACL (Findings) 2025: 14552-14573 - [c67]Yuhao Zhang, Zhiheng Liu, Fan Bu, Ruiyu Zhang, Benyou Wang, Haizhou Li:
Soundwave: Less is More for Speech-Text Alignment in LLMs. ACL (1) 2025: 18718-18738 - [c66]Ke Ji, Junying Chen, Anningzhe Gao, Wenya Xie, Xiang Wan, Benyou Wang:
Unlocking LLMs' Self-Improvement Capacity with Autonomous Learning for Domain Adaptation. ACL (Findings) 2025: 21051-21067 - [c65]Dingjie Song, Wenjun Wang, Shunian Chen, Xidong Wang, Michael X. Guan, Benyou Wang:
Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs. COLING 2025: 7614-7623 - [c64]Bofei Gao, Feifan Song, Zhe Yang, Zefan Cai, Yibo Miao, Qingxiu Dong, Lei Li, Chenghao Ma, Liang Chen, Runxin Xu, Zhengyang Tang, Benyou Wang, Daoguang Zan, Shanghaoran Quan, Ge Zhang, Lei Sha, Yichang Zhang, Xuancheng Ren, Tianyu Liu, Baobao Chang:
Omni-MATH: A Universal Olympiad Level Mathematic Benchmark for Large Language Models. ICLR 2025 - [c63]Guorui Zheng, Xidong Wang, Juhao Liang, Nuo Chen, Yuping Zheng, Benyou Wang:
Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts. ICLR 2025 - [c62]Xu Wang, Yan Hu, Wenyu Du, Reynold Cheng, Benyou Wang, Difan Zou:
Towards Understanding Fine-Tuning Mechanisms of LLMs via Circuit Analysis. ICML 2025 - [c61]Yiran Qin, Ao Sun, Yuze Hong, Benyou Wang, Ruimao Zhang:
NavigateDiff: Visual Predictors are Zero-Shot Navigation Assistants. ICRA 2025: 12002 - [c60]Xuhan Huang, Qingning Shen, Yan Hu, Anningzhe Gao, Benyou Wang:
LLMs for Mathematical Modeling: Towards Bridging the Gap between Natural and Mathematical Languages. NAACL (Findings) 2025: 2678-2710 - [c59]Junzhi Chen, Juhao Liang, Benyou Wang:
Smurfs: Multi-Agent System using Context-Efficient DFSDT for Tool Planning. NAACL (Long Papers) 2025: 3281-3298 - [c58]Xidong Wang, Jianquan Li, Shunian Chen, Yuxuan Zhu, Xiangbo Wu, Zhiyi Zhang, Xiaolong Xu, Junying Chen, Jie Fu, Xiang Wan, Anningzhe Gao, Benyou Wang:
Huatuo-26M, a Large-scale Chinese Medical QA Dataset. NAACL (Findings) 2025: 3828-3848 - [c57]Wentao Ge, Shunian Chen, Hardy Chen, Nuo Chen, Junying Chen, Zhihong Chen, Wenya Xie, Shuo Yan, ChenghaoZhu ChenghaoZhu, Ziyue Lin, Dingjie Song, Xidong Wang, Anningzhe Gao, Zhiyi Zhang, Jianquan Li, Xiang Wan, Benyou Wang:
MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria. NAACL (Long Papers) 2025: 4951-4974 - [c56]Yuzhe Yang, Yifei Zhang, Yan Hu, Yilin Guo, Ruoli Gan, Yueru He, Mingcong Lei, Xiao Zhang, Haining Wang, Qianqian Xie, Jimin Huang, Honghai Yu, Benyou Wang:
UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models. NAACL (Findings) 2025: 5429-5448 - [c55]ChenghaoZhu ChenghaoZhu, Nuo Chen, Yufei Gao, Yunyi Zhang, Prayag Tiwari, Benyou Wang:
Is Your LLM Outdated? A Deep Look at Temporal Generalization. NAACL (Long Papers) 2025: 7433-7457 - [c54]Ruoli Gan, Duanyu Feng, Chen Zhang, Zhihang Lin, Haochen Jia, Hao Wang, Zhenyang Cai, Lei Cui, Qianqian Xie, Jimin Huang, Benyou Wang:
UCL-Bench: A Chinese User-Centric Legal Benchmark for Large Language Models. NAACL (Findings) 2025: 7945-7988 - [c53]Yumou Liu, An Li, Chaojie Li, Fei Yu, Benyou Wang:
Periodical Moving Average Accelerates Gradient Accumulation for Post-Training. UAI 2025: 2748-2768 - [c52]Zihao Cheng, Li Zhou, Feng Jiang, Benyou Wang, Haizhou Li:
Beyond Binary: Towards Fine-Grained LLM-Generated Text Detection via Role Recognition and Involvement Measurement. WWW 2025: 2677-2688 - [i124]Wanlong Liu, Junying Chen, Ke Ji, Li Zhou, Wenyu Chen, Benyou Wang:
RAG-Instruct: Boosting LLMs with Diverse Retrieval-Augmented Instructions. CoRR abs/2501.00353 (2025) - [i123]Zhengyang Tang, Ziniu Li, Zhenyang Xiao, Tian Ding, Ruoyu Sun, Benyou Wang, Dayiheng Liu, Fei Huang, Tianyu Liu, Bowen Yu, Junyang Lin:
Enabling Scalable Oversight via Self-Evolving Critic. CoRR abs/2501.05727 (2025) - [i122]Zhengyang Tang, Ziniu Li, Zhenyang Xiao, Tian Ding, Ruoyu Sun, Benyou Wang, Dayiheng Liu, Fei Huang, Tianyu Liu, Bowen Yu, Junyang Lin:
RealCritic: Towards Effectiveness-Driven Evaluation of Language Model Critiques. CoRR abs/2501.14492 (2025) - [i121]Fei Yu, Yingru Li, Benyou Wang:
Scaling Flaws of Verifier-Guided Search in Mathematical Reasoning. CoRR abs/2502.00271 (2025) - [i120]Xuhan Huang, Yan Hu, Zhiyan Li, Zhiyong Wang, Benyou Wang, Zhongxiang Dai:
Federated Linear Dueling Bandits. CoRR abs/2502.01085 (2025) - [i119]Yuzhe Yang, Yifei Zhang, Minghao Wu, Kaidi Zhang, Yunmiao Zhang, Honghai Yu, Yan Hu, Benyou Wang:
TwinMarket: A Scalable Behavioral and Social Simulation for Financial Markets. CoRR abs/2502.01506 (2025) - [i118]Fei Yu, Yingru Li, Benyou Wang:
Uncertainty-Aware Search and Value Models: Mitigating Search Scaling Flaws in LLMs. CoRR abs/2502.11155 (2025) - [i117]Xu Wang, Yan Hu, Wenyu Du, Reynold Cheng, Benyou Wang, Difan Zou:
Towards Understanding Fine-Tuning Mechanisms of LLMs via Circuit Analysis. CoRR abs/2502.11812 (2025) - [i116]Yuhao Zhang, Zhiheng Liu, Fan Bu, Ruiyu Zhang, Benyou Wang, Haizhou Li:
Soundwave: Less is More for Speech-Text Alignment in LLMs. CoRR abs/2502.12900 (2025) - [i115]Yiran Qin, Ao Sun, Yuze Hong, Benyou Wang, Ruimao Zhang:
NavigateDiff: Visual Predictors are Zero-Shot Navigation Assistants. CoRR abs/2502.13894 (2025) - [i114]Ke Ji, Jiahao Xu, Tian Liang, Qiuzhi Liu, Zhiwei He, Xingyu Chen, Xiaoyuan Liu, Zhijie Wang, Junying Chen, Benyou Wang, Zhaopeng Tu, Haitao Mi, Dong Yu:
The First Few Tokens Are All You Need: An Efficient and Effective Unsupervised Prefix Fine-Tuning Method for Reasoning Models. CoRR abs/2503.02875 (2025) - [i113]Feng Jiang, Zhiyu Lin, Fan Bu, Yuhao Du, Benyou Wang, Haizhou Li:
S2S-Arena, Evaluating Speech2Speech Protocols on Instruction Following with Paralinguistic Information. CoRR abs/2503.05085 (2025) - [i112]Xiaoxiao Liu, Qingying Xiao, Junying Chen, Xiangyi Feng, Xiangbo Wu, Bairui Zhang, Xiang Wan, Jian Chang, Guangjun Yu, Yan Hu, Benyou Wang:
Large Language Models for Outpatient Referral: Problem Definition, Benchmarking and Challenges. CoRR abs/2503.08292 (2025) - [i111]Kaituo Feng, Kaixiong Gong, Bohao Li, Zonghao Guo, Yibing Wang, Tianshuo Peng, Benyou Wang, Xiangyu Yue:
Video-R1: Reinforcing Video Reasoning in MLLMs. CoRR abs/2503.21776 (2025) - [i110]Tongxu Luo, Wenyu Du, Jiaxi Bi, Stephen Chung, Zhengyang Tang, Hao Yang, Min Zhang, Benyou Wang:
Learning from Peers in Reasoning Models. CoRR abs/2505.07787 (2025) - [i109]Bo Yue, Shuqi Guo, Kaiyu Hu, Chujiao Wang, Benyou Wang, Kui Jia, Guiliang Liu:
Real-Time Verification of Embodied Reasoning for Generative Skill Acquisition. CoRR abs/2505.11175 (2025) - [i108]Yuhao Zhang, Xiangnan Ma, Kaiqi Kou, Peizhuo Liu, Weiqiao Shan, Benyou Wang, Tong Xiao, Yuxin Huang, Zhengtao Yu, Jingbo Zhu:
Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation. CoRR abs/2505.15333 (2025) - [i107]Xunlian Dai, Li Zhou, Benyou Wang, Haizhou Li:
From Word to World: Evaluate and Mitigate Culture Bias via Word Association Test. CoRR abs/2505.18562 (2025) - [i106]Xu Wang, Zihao Li, Benyou Wang, Yan Hu, Difan Zou:
Model Unlearning via Sparse Autoencoder Subspace Guided Projections. CoRR abs/2505.24428 (2025) - [i105]Shunian Chen, Xinyuan Xie, Zheshu Chen, Liyan Zhao, Owen Lee, Zhan Su, Qilin Sun, Benyou Wang:
FusionAudio-1.2M: Towards Fine-grained Audio Captioning with Multimodal Contextual Fusion. CoRR abs/2506.01111 (2025) - [i104]Chengpeng Li, Zhengyang Tang, Ziniu Li, Mingfeng Xue, Keqin Bao, Tian Ding, Ruoyu Sun, Benyou Wang, Xiang Wang, Junyang Lin, Dayiheng Liu:
CoRT: Code-integrated Reasoning within Thinking. CoRR abs/2506.09820 (2025) - [i103]Wentao Ge, Yuqing Sun, Ziyan Wang, Haoyue Zheng, Weiyang He, Piaohong Wang, Qianyu Zhu, Benyou Wang:
SRLAgent: Enhancing Self-Regulated Learning Skills through Gamification and LLM Assistance. CoRR abs/2506.09968 (2025) - [i102]Wanlong Liu, Junxiao Xu, Fei Yu, Yukang Lin, Ke Ji, Wenyu Chen, Yan Xu, Yasheng Wang, Lifeng Shang, Benyou Wang:
QFFT, Question-Free Fine-Tuning for Adaptive Reasoning. CoRR abs/2506.12860 (2025) - [i101]Junying Chen, Zhenyang Cai, Pengcheng Chen, Shunian Chen, Ke Ji, Xidong Wang, Yunjin Yang, Benyou Wang:
ShareGPT-4o-Image: Aligning Multimodal Models with GPT-4o-Level Image Generation. CoRR abs/2506.18095 (2025) - [i100]Rongsheng Wang, Junying Chen, Ke Ji, Zhenyang Cai, Shunian Chen, Yunjin Yang, Benyou Wang:
MedGen: Unlocking Medical Video Generation by Scaling Granularly-annotated Medical Videos. CoRR abs/2507.05675 (2025) - [i99]Chang Hong, Minghao Wu, Qingying Xiao, Yuchi Wang, Xiang Wan, Guangjun Yu, Benyou Wang, Yan Hu:
Towards Assessing Medical Ethics from Knowledge to Practice. CoRR abs/2508.05132 (2025) - [i98]Shunian Chen, Hejin Huang, Yexin Liu, Zihan Ye, Pengcheng Chen, Chenghao Zhu, Michael Guan, Rongsheng Wang, Junying Chen, Guanbin Li, Ser-Nam Lim, Harry Yang, Benyou Wang:
TalkVid: A Large-Scale Diversified Dataset for Audio-Driven Talking Head Synthesis. CoRR abs/2508.13618 (2025) - [i97]Junying Chen, Zhenyang Cai, Zhiheng Liu, Yunjin Yang, Rongsheng Wang, Qingying Xiao, Xiangyi Feng, Zhan Su, Jing Guo, Xiang Wan, Guangjun Yu, Haizhou Li, Benyou Wang:
ShizhenGPT: Towards Multimodal LLMs for Traditional Chinese Medicine. CoRR abs/2508.14706 (2025) - [i96]Yuhao Du, Qianwei Huang, Guo Zhu, Zhanchen Dai, Sunian Chen, Qiming Zhu, Yuhao Zhang, Li Zhou, Benyou Wang:
MTalk-Bench: Evaluating Speech-to-Speech Models in Multi-Turn Dialogues via Arena-style and Rubrics Protocols. CoRR abs/2508.18240 (2025) - [i95]Ming Hu, Chenglong Ma, Wei Li, Wanghan Xu, Jiamin Wu, Jucheng Hu, Tianbin Li, Guohang Zhuang, Jiaqi Liu, Yingzhou Lu, Ying Chen, Chaoyang Zhang, Cheng Tan, Jie Ying, Guocheng Wu, Shujian Gao, Pengcheng Chen, Jiashi Lin, Haitao Wu, Lulu Chen, Fengxiang Wang, Yuanyuan Zhang, Xiangyu Zhao, Feilong Tang, Encheng Su, Junzhi Ning, Xinyao Liu, Ye Du, Changkai Ji, Cheng Tang, Huihui Xu, Ziyang Chen, Ziyan Huang, Jiyao Liu, Pengfei Jiang, Yizhou Wang, Chen Tang, Jianyu Wu, Yuchen Ren, Siyuan Yan, Zhonghua Wang, Zhongxing Xu, Shiyan Su, Shangquan Sun, Runkai Zhao, Zhisheng Zhang, Yu Liu, Fudi Wang, Yuanfeng Ji, Yanzhou Su, Hongming Shan, Chun-Mei Feng, Jiahao Xu, Jiangtao Yan, Wenhao Tang, Diping Song, Lihao Liu, Yanyan Huang, Lequan Yu, Bin Fu, Shujun Wang, Xiaomeng Li, Xiaowei Hu, Yun Gu, Ben Fei, Zhongying Deng, Benyou Wang, Yuewen Cao, Minjie Shen, Haodong Duan, Jie Xu, Yirong Chen, Fang Yan, Hongxia Hao, Jielan Li, Jiajun Du, Yanbo Wang, Imran Razzak, Chi Zhang, Lijun Wu, Conghui He, Zhaohui Lu, Jinhai Huang, Yihao Liu, Fenghua Ling, Yuqiang Li, Aoran Wang, Qihao Zheng, Nanqing Dong, Tianfan Fu, Dongzhan Zhou, Yan Lu, Wenlong Zhang, Jin Ye, Jianfei Cai, Wanli Ouyang, Yu Qiao, Zongyuan Ge, Shixiang Tang, Junjun He:
A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers. CoRR abs/2508.21148 (2025) - [i94]Yuhao Zhang, Yuhao Du, Zhanchen Dai, Xiangnan Ma, Kaiqi Kou, Benyou Wang, Haizhou Li:
EchoX: Towards Mitigating Acoustic-Semantic Gap via Echo Training for Speech-to-Speech LLMs. CoRR abs/2509.09174 (2025) - [i93]Zhengzhao Lai, Youbin Zheng, Zhenyang Cai, Haonan Lyu, Jinpu Yang, Hongqing Liang, Yan Hu, Benyou Wang:
Can Multimodal LLMs See Materials Clearly? A Multimodal Benchmark on Materials Characterization. CoRR abs/2509.09307 (2025) - [i92]Ziyi Zeng, Zhenyang Cai, Yixi Cai, Xidong Wang, Junying Chen, Rongsheng Wang, Yipeng Liu, Siqi Cai, Benyou Wang, Zhiguo Zhang, Haizhou Li:
WaveMind: Towards a Conversational EEG Foundation Model Aligned to Textual and Visual Modalities. CoRR abs/2510.00032 (2025) - [i91]Xu Wang, Yan Hu, Benyou Wang, Difan Zou:
Does higher interpretability imply better utility? A Pairwise Analysis on Sparse Autoencoders. CoRR abs/2510.03659 (2025) - [i90]Zhengyang Tang, Zihan Ye, Chenyu Huang, Xuhan Huang, Chengpeng Li, Sihang Li, Guanhua Chen, Ming Yan, Zizhuo Wang, Hongyuan Zha, Dayiheng Liu, Benyou Wang:
CALM Before the STORM: Unlocking Native Reasoning for Optimization Modeling. CoRR abs/2510.04204 (2025) - [i89]Wenya Xie, Qingying Xiao, Yu Zheng, Xidong Wang, Junying Chen, Ke Ji, Anningzhe Gao, Prayag Tiwari, Xiang Wan, Feng Jiang, Benyou Wang:
Enabling Doctor-Centric Medical AI with LLMs through Workflow-Aligned Tasks and Benchmarks. CoRR abs/2510.11040 (2025) - [i88]Chengpeng Li, Zhengyang Tang, Ziniu Li, Mingfeng Xue, Keqin Bao, Tian Ding, Ruoyu Sun, Benyou Wang, Xiang Wang, Junyang Lin, Dayiheng Liu:
Teaching Language Models to Reason with Tools. CoRR abs/2510.20342 (2025) - [i87]Zhiyu Lin, Jingwen Yang, Jiale Zhao, Meng Liu, Sunzhu Li, Benyou Wang:
Decoding the Ear: A Framework for Objectifying Expressiveness from Human Preference Through Efficient Alignment. CoRR abs/2510.20513 (2025) - [i86]Li Zhou, Lutong Yu, You Lyu, Yihang Lin, Zefeng Zhao, Junyi Ao, Yuhao Zhang, Benyou Wang, Haizhou Li:
EchoMind: An Interrelated Multi-level Benchmark for Evaluating Empathetic Speech Language Models. CoRR abs/2510.22758 (2025) - [i85]Bingquan Zhang, Xiaoxiao Liu, Yuchi Wang, Lei Zhou, Qianqian Xie, Benyou Wang:
Human or LLM as Standardized Patients? A Comparative Study for Medical Education. CoRR abs/2511.14783 (2025) - [i84]Zhenyang Cai, Jiaming Zhang, Junjie Zhao, Ziyi Zeng, Yanchao Li, Jingyi Liang, Junying Chen, Yunjin Yang, Jiajun You, Shuzhi Deng, Tongfei Wang, Wanting Chen, Chunxiu Hao, Ruiqi Xie, Zhenwei Wen, Xiangyi Feng, Zou Ting, Jin Zou Lin, Jianquan Li, Guangjun Yu, Liangyi Chen, Junwen Wang, Shan Jiang, Benyou Wang:
DentalGPT: Incentivizing Multimodal Complex Reasoning in Dentistry. CoRR abs/2512.11558 (2025) - 2024
- [j20]Mianxin Liu, Weiguo Hu, Jinru Ding, Jie Xu, Xiaoyang Li, Lifeng Zhu, Zhian Bai, Xiaoming Shi, Benyou Wang, Haitao Song, Pengfei Liu, Xiaofan Zhang, Shanshan Wang, Kang Li, Haofen Wang, Tong Ruan, Xuanjing Huang, Xin Sun, Shaoting Zhang:
MedBench: A Comprehensive, Standardized, and Reliable Benchmarking System for Evaluating Chinese Medical Large Language Models. Big Data Min. Anal. 7(4): 1116-1128 (2024) - [j19]Yaochen Liu, Qiuchi Li, Benyou Wang, Yazhou Zhang, Dawei Song:
A Survey of Quantum-cognitively Inspired Sentiment Analysis Models. ACM Comput. Surv. 56(1): 15:1-15:37 (2024) - [j18]Benyou Wang, Qianqian Xie, Jiahuan Pei, Zhihong Chen, Prayag Tiwari, Zhao Li, Jie Fu:
Pre-trained Language Models in Biomedical Domain: A Systematic Survey. ACM Comput. Surv. 56(3): 55:1-55:52 (2024) - [j17]Fei Yu, Hongbo Zhang, Prayag Tiwari, Benyou Wang:
Natural Language Reasoning, A Survey. ACM Comput. Surv. 56(12): 304:1-304:39 (2024) - [j16]Ridong Han, Tao Peng, Benyou Wang, Lu Liu, Prayag Tiwari, Xiang Wan:
Document-level Relation Extraction with Relation Correlations. Neural Networks 171: 14-24 (2024) - [j15]Le Sun, Mingyang Zhang, Benyou Wang, Prayag Tiwari:
Few-Shot Class-Incremental Learning for Medical Time Series Classification. IEEE J. Biomed. Health Informatics 28(4): 1872-1882 (2024) - [j14]Zhan Su, Fengran Mo, Prayag Tiwari, Benyou Wang, Qiuchi Li, Jian-Yun Nie, Jakob Grue Simonsen:
Mixture of Latent Experts Using Tensor Products. Trans. Mach. Learn. Res. 2024 (2024) - [j13]Zhongwei Wan, Xin Liu, Benyou Wang, Jiezhong Qiu, Boyu Li, Ting Guo, Guangyong Chen, Yang Wang:
Spatio-temporal Contrastive Learning-enhanced GNNs for Session-based Recommendation. ACM Trans. Inf. Syst. 42(2): 58:1-58:26 (2024) - [j12]Chen Zhang, Benyou Wang, Dawei Song:
On Elastic Language Models. ACM Trans. Inf. Syst. 42(6): 161:1-161:29 (2024) - [c51]Chuyi Kong, Yaxin Fan, Xiang Wan, Feng Jiang, Benyou Wang:
PlatoLM: Teaching LLMs in Multi-Round Dialogue via a User Simulator. ACL (1) 2024: 7841-7863 - [c50]Zhiyuan Fan, Zhihong Chen, Benyou Wang:
Exploring the Potential of Dense Information in Multimodal Alignment. ACL (Findings) 2024: 13440-13451 - [c49]Lei Li, Zhihui Xie, Mukai Li, Shunian Chen, Peiyi Wang, Liang Chen, Yazheng Yang, Benyou Wang, Lingpeng Kong, Qi Liu:
VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment. EMNLP 2024: 6227-6246 - [c48]Junying Chen, Chi Gui, Ruyi Ouyang, Anningzhe Gao, Shunian Chen, Guiming Chen, Xidong Wang, Zhenyang Cai, Ke Ji, Xiang Wan, Benyou Wang:
Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale. EMNLP 2024: 7346-7370 - [c47]Guiming Chen, Shunian Chen, Ziche Liu, Feng Jiang, Benyou Wang:
Humans or LLMs as the Judge? A Study on Judgement Bias. EMNLP 2024: 8301-8327 - [c46]Xianghong Fang, Jian Li, Qiang Sun, Benyou Wang:
Rethinking the Uniformity Metric in Self-Supervised Learning. ICLR 2024 - [c45]Zhengyang Tang, Xingxing Zhang, Benyou Wang, Furu Wei:
MathScale: Scaling Instruction Tuning for Mathematical Reasoning. ICML 2024 - [c44]Fei Yu, Anningzhe Gao, Benyou Wang:
OVM, Outcome-supervised Value Models for Planning in Mathematical Reasoning. NAACL-HLT (Findings) 2024: 858-875 - [c43]Xidong Wang, Guiming Chen, Dingjie Song, Zhiyi Zhang, Zhihong Chen, Qingying Xiao, Junying Chen, Feng Jiang, Jianquan Li, Xiang Wan, Benyou Wang, Haizhou Li:
CMB: A Comprehensive Medical Benchmark in Chinese. NAACL-HLT 2024: 6184-6205 - [c42]Huang Huang, Fei Yu, Jianqing Zhu, Xuening Sun, Hao Cheng, Dingjie Song, Zhihong Chen, Mosen Alharthi, Bang An, Juncai He, Ziche Liu, Junying Chen, Jianquan Li, Benyou Wang, Lian Zhang, Ruoyu Sun, Xiang Wan, Haizhou Li, Jinchao Xu:
AceGPT, Localizing Large Language Models in Arabic. NAACL-HLT 2024: 8139-8163 - [c41]Pengcheng Chen, Jin Ye, Guoan Wang, Yanjun Li, Zhongying Deng, Wei Li, Tianbin Li, Haodong Duan, Ziyan Huang, Yanzhou Su, Benyou Wang, Shaoting Zhang, Bin Fu, Jianfei Cai, Bohan Zhuang, Eric J. Seibel, Junjun He, Yu Qiao:
GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI. NeurIPS 2024 - [c40]Juhao Liang, Zhenyang Cai, Jianqing Zhu, Huang Huang, Kewei Zong, Bang An, Mosen Alharthi, Juncai He, Lian Zhang, Haizhou Li, Benyou Wang, Jinchao Xu:
Alignment at Pre-training! Towards Native Alignment for Arabic LLMs. NeurIPS 2024 - [c39]Qianqian Xie, Weiguang Han, Zhengyu Chen, Ruoyu Xiang, Xiao Zhang, Yueru He, Mengxi Xiao, Dong Li, Yongfu Dai, Duanyu Feng, Yijing Xu, Haoqiang Kang, Ziyan Kuang, Chenhan Yuan, Kailai Yang, Zheheng Luo, Tianlin Zhang, Zhiwei Liu, Guojun Xiong, Zhiyang Deng, Yuechen Jiang, Zhiyuan Yao, Haohang Li, Yangyang Yu, Gang Hu, Jiajia Huang, Xiao-Yang Liu, Alejandro Lopez-Lira, Benyou Wang, Yanzhao Lai, Hao Wang, Min Peng, Sophia Ananiadou, Jimin Huang:
FinBen: A Holistic Financial Benchmark for Large Language Models. NeurIPS 2024 - [c38]Yaoyao Xu, Xinjian Zhao, Xiaozhuang Song, Benyou Wang, Tianshu Yu:
Boosting Protein Language Models with Negative Sample Mining. ECML/PKDD (10) 2024: 199-214 - [i83]Yazhou Zhang, Mengyao Wang, Chenyu Ren, Qiuchi Li, Prayag Tiwari, Benyou Wang, Jing Qin:
Pushing The Limit of LLM Capacity for Text Classification. CoRR abs/2402.07470 (2024) - [i82]Guiming Hardy Chen, Shunian Chen, Ziche Liu, Feng Jiang, Benyou Wang:
Humans or LLMs as the Judge? A Study on Judgement Biases. CoRR abs/2402.10669 (2024) - [i81]Guiming Hardy Chen, Shunian Chen, Ruifei Zhang, Junying Chen, Xiangbo Wu, Zhiyi Zhang, Zhihong Chen, Jianquan Li, Xiang Wan, Benyou Wang:
ALLaVA: Harnessing GPT4V-synthesized Data for A Lite Vision-Language Model. CoRR abs/2402.11684 (2024) - [i80]Qianqian Xie, Weiguang Han, Zhengyu Chen, Ruoyu Xiang, Xiao Zhang, Yueru He, Mengxi Xiao, Dong Li, Yongfu Dai, Duanyu Feng, Yijing Xu, Haoqiang Kang, Ziyan Kuang, Chenhan Yuan, Kailai Yang, Zheheng Luo, Tianlin Zhang, Zhiwei Liu, Guojun Xiong, Zhiyang Deng, Yuechen Jiang, Zhiyuan Yao, Haohang Li, Yangyang Yu, Gang Hu, Jiajia Huang, Xiao-Yang Liu, Alejandro Lopez-Lira, Benyou Wang, Yanzhao Lai, Hao Wang, Min Peng, Sophia Ananiadou, Jimin Huang:
The FinBen: An Holistic Financial Benchmark for Large Language Models. CoRR abs/2402.12659 (2024) - [i79]Haoran Li, Qingxiu Dong, Zhengyang Tang, Chaojun Wang, Xingxing Zhang, Haoyang Huang, Shaohan Huang, Xiaolong Huang, Zeqiang Huang, Dongdong Zhang, Yuxian Gu, Xin Cheng, Xun Wang, Si-Qing Chen, Li Dong, Wei Lu, Zhifang Sui, Benyou Wang, Wai Lam, Furu Wei:
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models. CoRR abs/2402.13064 (2024) - [i78]Xianghong Fang, Jian Li, Qiang Sun, Benyou Wang:
Rethinking The Uniformity Metric in Self-Supervised Learning. CoRR abs/2403.00642 (2024) - [i77]Zhengyang Tang, Xingxing Zhang, Benyou Wang, Furu Wei:
MathScale: Scaling Instruction Tuning for Mathematical Reasoning. CoRR abs/2403.02884 (2024) - [i76]Xidong Wang, Nuo Chen, Junyin Chen, Yan Hu, Yidong Wang, Xiangbo Wu, Anningzhe Gao, Xiang Wan, Haizhou Li, Benyou Wang:
Apollo: An Lightweight Multilingual Medical LLM towards Democratizing Medical AI to 6B People. CoRR abs/2403.03640 (2024) - [i75]Juhao Liang, Ziwei Wang, Zhuoheng Ma, Jianquan Li, Zhiyi Zhang, Xiangbo Wu, Benyou Wang:
Online Training of Large Language Models: Learn while chatting. CoRR abs/2403.04790 (2024) - [i74]Gang Hu, Ke Qin, Chenhan Yuan, Min Peng, Alejandro Lopez-Lira, Benyou Wang, Sophia Ananiadou, Wanlong Yu, Jimin Huang, Qianqian Xie:
No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks. CoRR abs/2403.06249 (2024) - [i73]Dingjie Song, Shunian Chen, Guiming Hardy Chen, Fei Yu, Xiang Wan, Benyou Wang:
MileBench: Benchmarking MLLMs in Long Context. CoRR abs/2404.18532 (2024) - [i72]Junzhi Chen, Juhao Liang, Benyou Wang:
Smurfs: Leveraging Multiple Proficiency Agents with Context-Efficiency for Tool Planning. CoRR abs/2405.05955 (2024) - [i71]Chenghao Zhu, Nuo Chen, Yufei Gao, Benyou Wang:
Evaluating LLMs at Evaluating Temporal Generalization. CoRR abs/2405.08460 (2024) - [i70]Xuhan Huang, Qingning Shen, Yan Hu, Anningzhe Gao, Benyou Wang:
Mamo: a Mathematical Modeling Benchmark with Solvers. CoRR abs/2405.13144 (2024) - [i69]Zhan Su, Fengran Mo, Prayag Tiwari, Benyou Wang, Jian-Yun Nie, Jakob Grue Simonsen:
Mixture of Experts Using Tensor Products. CoRR abs/2405.16671 (2024) - [i68]Zhengyang Tang, Chenyu Huang, Xin Zheng, Shixi Hu, Zizhuo Wang, Dongdong Ge, Benyou Wang:
ORLM: Training Large Language Models for Optimization Modeling. CoRR abs/2405.17743 (2024) - [i67]Yaoyao Xu, Xinjian Zhao, Xiaozhuang Song, Benyou Wang, Tianshu Yu:
Boosting Protein Language Models with Negative Sample Mining. CoRR abs/2405.17902 (2024) - [i66]Ling-Hao Chen, Shunlin Lu, Ailing Zeng, Hao Zhang, Benyou Wang, Ruimao Zhang, Lei Zhang:
MotionLLM: Understanding Human Behaviors from Human Motions and Videos. CoRR abs/2405.20340 (2024) - [i65]Ke Ji, Junying Chen, Anningzhe Gao, Wenya Xie, Xiang Wan, Benyou Wang:
LLMs Could Autonomously Learn Without External Supervision. CoRR abs/2406.00606 (2024) - [i64]Wenya Xie, Qingying Xiao, Yu Zheng, Xidong Wang, Junying Chen, Ke Ji, Anningzhe Gao, Xiang Wan, Feng Jiang, Benyou Wang:
LLMs for Doctors: Leveraging Medical LLMs to Assist Doctors, Not Replace Them. CoRR abs/2406.18034 (2024) - [i63]Junying Chen, Ruyi Ouyang, Anningzhe Gao, Shunian Chen, Guiming Hardy Chen, Xidong Wang, Ruifei Zhang, Zhenyang Cai, Ke Ji, Guangjun Yu, Xiang Wan, Benyou Wang:
HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale. CoRR abs/2406.19280 (2024) - [i62]Mianxin Liu, Jinru Ding, Jie Xu, Weiguo Hu, Xiaoyang Li, Lifeng Zhu, Zhian Bai, Xiaoming Shi, Benyou Wang, Haitao Song, Pengfei Liu, Xiaofan Zhang, Shanshan Wang, Kang Li, Haofen Wang, Tong Ruan, Xuanjing Huang, Xin Sun, Shaoting Zhang:
MedBench: A Comprehensive, Standardized, and Reliable Benchmarking System for Evaluating Chinese Medical Large Language Models. CoRR abs/2407.10990 (2024) - [i61]Junying Chen, Chi Gui, Anningzhe Gao, Ke Ji, Xidong Wang, Xiang Wan, Benyou Wang:
CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis. CoRR abs/2407.13301 (2024) - [i60]Pengcheng Chen, Jin Ye, Guoan Wang, Yanjun Li, Zhongying Deng, Wei Li, Tianbin Li, Haodong Duan, Ziyan Huang, Yanzhou Su, Benyou Wang, Shaoting Zhang, Bin Fu, Jianfei Cai, Bohan Zhuang, Eric J. Seibel, Junjun He, Yu Qiao:
GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI. CoRR abs/2408.03361 (2024) - [i59]Qianqian Xie, Dong Li, Mengxi Xiao, Zihao Jiang, Ruoyu Xiang, Xiao Zhang, Zhengyu Chen, Yueru He, Weiguang Han, Yuzhe Yang, Shunian Chen, Yifei Zhang, Lihang Shen, Daniel S. Kim, Zhiwei Liu, Zheheng Luo, Yangyang Yu, Yupeng Cao, Zhiyang Deng, Zhiyuan Yao, Haohang Li, Duanyu Feng, Yongfu Dai, VijayaSai Somasundaram, Peng Lu, Yilun Zhao, Yitao Long, Guojun Xiong, Kaleb E. Smith, Honghai Yu, Yanzhao Lai, Min Peng, Jianyun Nie, Jordan W. Suchow, Xiao-Yang Liu, Benyou Wang, Alejandro Lopez-Lira, Jimin Huang, Sophia Ananiadou:
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications. CoRR abs/2408.11878 (2024) - [i58]Xidong Wang, Dingjie Song, Shunian Chen, Chen Zhang, Benyou Wang:
LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via Hybrid Architecture. CoRR abs/2409.02889 (2024) - [i57]Dingjie Song, Wenjun Wang, Shunian Chen, Xidong Wang, Michael Guan, Benyou Wang:
Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs. CoRR abs/2409.10994 (2024) - [i56]Bofei Gao, Feifan Song, Zhe Yang, Zefan Cai, Yibo Miao, Qingxiu Dong, Lei Li, Chenghao Ma, Liang Chen, Runxin Xu, Zhengyang Tang, Benyou Wang, Daoguang Zan, Shanghaoran Quan, Ge Zhang, Lei Sha, Yichang Zhang, Xuancheng Ren, Tianyu Liu, Baobao Chang:
Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models. CoRR abs/2410.07985 (2024) - [i55]Lei Li, Zhihui Xie, Mukai Li, Shunian Chen, Peiyi Wang, Liang Chen, Yazheng Yang, Benyou Wang, Lingpeng Kong, Qi Liu:
VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment. CoRR abs/2410.09421 (2024) - [i54]Guorui Zheng, Xidong Wang, Juhao Liang, Nuo Chen, Yuping Zheng, Benyou Wang:
Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts. CoRR abs/2410.10626 (2024) - [i53]Fan Bu, Yuhao Zhang, Xidong Wang, Benyou Wang, Qun Liu, Haizhou Li:
Roadmap towards Superhuman Speech Understanding using Large Language Models. CoRR abs/2410.13268 (2024) - [i52]Yuzhe Yang, Yifei Zhang, Yan Hu, Yilin Guo, Ruoli Gan, Yueru He, Mingcong Lei, Xiao Zhang, Haining Wang, Qianqian Xie, Jimin Huang, Honghai Yu, Benyou Wang:
UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models. CoRR abs/2410.14059 (2024) - [i51]Zihao Cheng, Li Zhou, Feng Jiang, Benyou Wang, Haizhou Li:
Beyond Binary: Towards Fine-Grained LLM-Generated Text Detection via Role Recognition and Involvement Measurement. CoRR abs/2410.14259 (2024) - [i50]Dingjie Song, Sicheng Lai, Shunian Chen, Lichao Sun, Benyou Wang:
Both Text and Images Leaked! A Systematic Analysis of Multimodal LLM Data Contamination. CoRR abs/2411.03823 (2024) - [i49]Kaixiong Gong, Kaituo Feng, Bohao Li, Yibing Wang, Mofan Cheng, Shijia Yang, Jiaming Han, Benyou Wang, Yutong Bai, Zhuoran Yang, Xiangyu Yue:
AV-Odyssey Bench: Can Your Multimodal LLMs Really Understand Audio-Visual Information? CoRR abs/2412.02611 (2024) - [i48]Juhao Liang, Zhenyang Cai, Jianqing Zhu, Huang Huang, Kewei Zong, Bang An, Mosen Alharthi, Juncai He, Lian Zhang, Haizhou Li, Benyou Wang, Jinchao Xu:
Alignment at Pre-training! Towards Native Alignment for Arabic LLMs. CoRR abs/2412.03253 (2024) - [i47]Jianqing Zhu, Huang Huang, Zhihang Lin, Juhao Liang, Zhengyang Tang, Khalid Almubarak, Abdulmohsen Alharthik, Bang An, Juncai He, Xiangbo Wu, Fei Yu, Junying Chen, Zhuoheng Ma, Yuhao Du, He Zhang, Emad A. Alghamdi, Lian Zhang, Ruoyu Sun, Haizhou Li, Benyou Wang, Jinchao Xu:
Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion. CoRR abs/2412.12310 (2024) - [i46]Yuhao Du, Shunian Chen, Wenbo Zan, Peizhao Li, Mingxuan Wang, Dingjie Song, Bo Li, Yan Hu, Benyou Wang:
BlenderLLM: Training Large Language Models for Computer-Aided Design with Self-improvement. CoRR abs/2412.14203 (2024) - [i45]Junying Chen, Zhenyang Cai, Ke Ji, Xidong Wang, Wanlong Liu, Rongsheng Wang, Jianye Hou, Benyou Wang:
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs. CoRR abs/2412.18925 (2024) - [i44]Zhenyang Cai, Junying Chen, Rongsheng Wang, Weihong Wang, Yonglin Deng, Dingjie Song, Yize Chen, Zixu Zhang, Benyou Wang:
On the Compositional Generalization of Multimodal LLMs for Medical Imaging. CoRR abs/2412.20070 (2024) - 2023
- [c37]Xiaokang Liu, Jianquan Li, Jingjing Mu, Min Yang, Ruifeng Xu, Benyou Wang:
Effective Open Intent Classification with K-center Contrastive Learning and Adjustable Decision Boundary. AAAI 2023: 13291-13299 - [c36]Yajiao Liu, Xin Jiang, Yichun Yin, Yasheng Wang, Fei Mi, Qun Liu, Xiang Wan, Benyou Wang:
One Cannot Stand for Everyone! Leveraging Multiple User Simulators to train Task-oriented Dialogue Systems. ACL (1) 2023: 1-21 - [c35]Chen Zhang, Yang Yang, Jiahao Liu, Jingang Wang, Yunsen Xian, Benyou Wang, Dawei Song:
Lifting the Curse of Capacity Gap in Distilling Language Models. ACL (1) 2023: 4535-4553 - [c34]Jianquan Li, Xiangbo Wu, Xiaokang Liu, Qianqian Xie, Prayag Tiwari, Benyou Wang:
Can Language Models Make Fun? A Case Study in Chinese Comical Crosstalk. ACL (1) 2023: 7581-7596 - [c33]Zhihong Chen, Guiming Chen, Shizhe Diao, Xiang Wan, Benyou Wang:
On the Difference of BERT-style and CLIP-style Text Encoders. ACL (Findings) 2023: 13710-13721 - [c32]Hongbo Zhang, Junying Chen, Feng Jiang, Fei Yu, Zhihong Chen, Guiming Chen, Jianquan Li, Xiangbo Wu, Zhiyi Zhang, Qingying Xiao, Xiang Wan, Benyou Wang, Haizhou Li:
HuatuoGPT, Towards Taming Language Model to Be a Doctor. EMNLP (Findings) 2023: 10859-10885 - [c31]Zhihong Chen, Shizhe Diao, Benyou Wang, Guanbin Li, Xiang Wan:
Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts. ICCV 2023: 23346-23356 - [c30]Zhongwei Wan, Che Liu, Mi Zhang, Jie Fu, Benyou Wang, Sibo Cheng, Lei Ma, César Quilodrán Casas, Rossella Arcucci:
Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias. NeurIPS 2023 - [c29]Yazhou Zhang, Yang Yu, Qing Guo, Benyou Wang, Dongming Zhao, Sagar Uprety, Dawei Song, Qiuchi Li, Jing Qin:
CMMA: Benchmarking Multi-Affection Detection in Chinese Multi-Modal Conversations. NeurIPS 2023 - [i43]Zhihong Chen, Shizhe Diao, Benyou Wang, Guanbin Li, Xiang Wan:
Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts. CoRR abs/2302.08958 (2023) - [i42]Qiuchi Li, Benyou Wang, Yudong Zhu, Christina Lioma, Qun Liu:
Adapting Pre-trained Language Models for Quantum Natural Language Processing. CoRR abs/2302.13812 (2023) - [i41]Juhao Liang, Chen Zhang, Zhengyang Tang, Jie Fu, Dawei Song, Benyou Wang:
Modular Retrieval for Generalization and Interpretation. CoRR abs/2303.13419 (2023) - [i40]Fei Yu, Hongbo Zhang, Benyou Wang:
Nature Language Reasoning, A Survey. CoRR abs/2303.14725 (2023) - [i39]Qianqian Xie, Zheheng Luo, Benyou Wang, Sophia Ananiadou:
A Survey on Biomedical Text Summarization with Pre-trained Language Model. CoRR abs/2304.08763 (2023) - [i38]Xiaokang Liu, Jianquan Li, Jingjing Mu, Min Yang, Ruifeng Xu, Benyou Wang:
Effective Open Intent Classification with K-center Contrastive Learning and Adjustable Decision Boundary. CoRR abs/2304.10220 (2023) - [i37]Zhihong Chen, Feng Jiang, Junying Chen, Tiannan Wang, Fei Yu, Guiming Chen, Hongbo Zhang, Juhao Liang, Chen Zhang, Zhiyi Zhang, Jianquan Li, Xiang Wan, Benyou Wang, Haizhou Li:
Phoenix: Democratizing ChatGPT across Languages. CoRR abs/2304.10453 (2023) - [i36]Jianquan Li, Xidong Wang, Xiangbo Wu, Zhiyi Zhang, Xiaolong Xu, Jie Fu, Prayag Tiwari, Xiang Wan, Benyou Wang:
Huatuo-26M, a Large-scale Chinese Medical QA Dataset. CoRR abs/2305.01526 (2023) - [i35]Zhibin Lu, Qianqian Xie, Benyou Wang, Jian-Yun Nie:
Word Grounded Graph Convolutional Network. CoRR abs/2305.06434 (2023) - [i34]Chen Zhang, Yang Yang, Jiahao Liu, Jingang Wang, Yunsen Xian, Benyou Wang, Dawei Song:
Lifting the Curse of Capacity Gap in Distilling Language Models. CoRR abs/2305.12129 (2023) - [i33]Ridong Han, Tao Peng, Chaohao Yang, Benyou Wang, Lu Liu, Xiang Wan:
Is Information Extraction Solved by ChatGPT? An Analysis of Performance, Evaluation Criteria, Robustness and Errors. CoRR abs/2305.14450 (2023) - [i32]Hongbo Zhang, Xiang Wan, Benyou Wang:
Injecting Knowledge into Biomedical Pre-trained Models via Polymorphism and Synonymous Substitution. CoRR abs/2305.15010 (2023) - [i31]Hongbo Zhang, Junying Chen, Feng Jiang, Fei Yu, Zhihong Chen, Jianquan Li, Guiming Chen, Xiangbo Wu, Zhiyi Zhang, Qingying Xiao, Xiang Wan, Benyou Wang, Haizhou Li:
HuatuoGPT, towards Taming Language Model to Be a Doctor. CoRR abs/2305.15075 (2023) - [i30]Zhongwei Wan, Che Liu, Mi Zhang, Jie Fu, Benyou Wang, Sibo Cheng, Lei Ma, César Quilodrán Casas, Rossella Arcucci:
Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias. CoRR abs/2305.19894 (2023) - [i29]Yaochen Liu, Qiuchi Li, Benyou Wang, Yazhou Zhang, Dawei Song:
A Survey of Quantum-Cognitively Inspired Sentiment Analysis Models. CoRR abs/2306.03608 (2023) - [i28]Zhihong Chen, Guiming Hardy Chen, Shizhe Diao, Xiang Wan, Benyou Wang:
On the Difference of BERT-style and CLIP-style Text Encoders. CoRR abs/2306.03678 (2023) - [i27]Xidong Wang, Guiming Hardy Chen, Dingjie Song, Zhiyi Zhang, Zhihong Chen, Qingying Xiao, Feng Jiang, Jianquan Li, Xiang Wan, Benyou Wang, Haizhou Li:
CMB: A Comprehensive Medical Benchmark in Chinese. CoRR abs/2308.08833 (2023) - [i26]Chuyi Kong, Yaxin Fan, Xiang Wan, Feng Jiang, Benyou Wang:
Large Language Model as a User Simulator. CoRR abs/2308.11534 (2023) - [i25]Huang Huang, Fei Yu, Jianqing Zhu, Xuening Sun, Hao Cheng, Dingjie Song, Zhihong Chen, Abdulmohsen Alharthi, Bang An, Ziche Liu, Zhiyi Zhang, Junying Chen, Jianquan Li, Benyou Wang, Lian Zhang, Ruoyu Sun, Xiang Wan, Haizhou Li, Jinchao Xu:
AceGPT, Localizing Large Language Models in Arabic. CoRR abs/2309.12053 (2023) - [i24]Yazhou Zhang, Mengyao Wang, Prayag Tiwari, Qiuchi Li, Benyou Wang, Jing Qin:
DialogueLLM: Context and Emotion Knowledge-Tuned LLaMA Models for Emotion Recognition in Conversations. CoRR abs/2310.11374 (2023) - [i23]Chen Zhang, Benyou Wang, Dawei Song:
On Elastic Language Models. CoRR abs/2311.07204 (2023) - [i22]Fei Yu, Anningzhe Gao, Benyou Wang:
Outcome-supervised Verifiers for Planning in Mathematical Reasoning. CoRR abs/2311.09724 (2023) - [i21]Junying Chen, Xidong Wang, Anningzhe Gao, Feng Jiang, Shunian Chen, Hongbo Zhang, Dingjie Song, Wenya Xie, Chuyi Kong, Jianquan Li, Xiang Wan, Haizhou Li, Benyou Wang:
HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs. CoRR abs/2311.09774 (2023) - [i20]Wentao Ge, Shunian Chen, Guiming Chen, Junying Chen, Zhihong Chen, Shuo Yan, Chenghao Zhu, Ziyue Lin, Wenya Xie, Xidong Wang, Anningzhe Gao, Zhiyi Zhang, Jianquan Li, Xiang Wan, Benyou Wang:
MLLM-Bench, Evaluating Multi-modal LLMs using GPT-4V. CoRR abs/2311.13951 (2023) - [i19]Lei Li, Zhihui Xie, Mukai Li, Shunian Chen, Peiyi Wang, Liang Chen, Yazheng Yang, Benyou Wang, Lingpeng Kong:
Silkie: Preference Distillation for Large Visual Language Models. CoRR abs/2312.10665 (2023) - 2022
- [j11]Peng Zhang, Wenjie Hui, Benyou Wang, Donghao Zhao, Dawei Song, Christina Lioma, Jakob Grue Simonsen:
Complex-valued Neural Network-based Quantum Language Models. ACM Trans. Inf. Syst. 40(4): 84:1-84:31 (2022) - [c28]Zhengyang Tang, Benyou Wang, Ting Yao:
DPTDR: Deep Prompt Tuning for Dense Passage Retrieval. COLING 2022: 1193-1202 - [c27]Sunzhu Li, Peng Zhang, Guobing Gan, Xiuqing Lv, Benyou Wang, Victor Junqiu Wei, Xin Jiang:
Hypoformer: Hybrid Decomposition Transformer for Edge-friendly Neural Machine Translation. EMNLP 2022: 7056-7068 - [c26]Benyou Wang, Yuxin Ren, Lifeng Shang, Xin Jiang, Qun Liu:
Exploring extreme parameter compression for pre-trained language models. ICLR 2022 - [c25]Guobing Gan, Peng Zhang, Sunzhu Li, Xiuqing Lu, Benyou Wang:
MorphTE: Injecting Morphology in Tensorized Embeddings. NeurIPS 2022 - [c24]Yi Yang, Chen Zhang, Benyou Wang, Dawei Song:
Doge Tickets: Uncovering Domain-General Language Models by Playing Lottery Tickets. NLPCC (1) 2022: 144-156 - [i18]Yuxin Ren, Benyou Wang, Lifeng Shang, Xin Jiang, Qun Liu:
Exploring Extreme Parameter Compression for Pre-trained Language Models. CoRR abs/2205.10036 (2022) - [i17]Benyou Wang, Xiangbo Wu, Xiaokang Liu, Jianquan Li, Prayag Tiwari, Qianqian Xie:
Can Language Models Make Fun? A Case Study in Chinese Comical Crosstalk. CoRR abs/2207.00735 (2022) - [i16]Yi Yang, Chen Zhang, Benyou Wang, Dawei Song:
Doge Tickets: Uncovering Domain-general Language Models by Playing Lottery Tickets. CoRR abs/2207.09638 (2022) - [i15]Zhengyang Tang, Benyou Wang, Ting Yao:
DPTDR: Deep Prompt Tuning for Dense Passage Retrieval. CoRR abs/2208.11503 (2022) - [i14]Zhongwei Wan, Benyou Wang, Xin Liu, Jiezhong Qiu, Boyu Li, Ting Guo, Guangyong Chen, Yang Wang:
Spatio-Temporal Contrastive Learning Enhanced GNNs for Session-based Recommendation. CoRR abs/2209.11461 (2022) - [i13]Guobing Gan, Peng Zhang, Sunzhu Li, Xiuqing Lu, Benyou Wang:
MorphTE: Injecting Morphology in Tensorized Embeddings. CoRR abs/2210.15379 (2022) - [i12]Ridong Han, Tao Peng, Benyou Wang, Lu Liu, Xiang Wan:
Document-level Relation Extraction with Relation Correlations. CoRR abs/2212.10171 (2022) - 2021
- [j10]Yazhou Zhang, Yaochen Liu, Qiuchi Li, Prayag Tiwari, Benyou Wang, Yuhua Li, Hari Mohan Pandey, Peng Zhang, Dawei Song:
CFN: A Complex-Valued Fuzzy Network for Sarcasm Detection in Conversations. IEEE Trans. Fuzzy Syst. 29(12): 3696-3710 (2021) - [c23]Benyou Wang, Sihai Zhang, Xia Peng, Li Gu:
Exploration of University Students' Mobility Behavior on Campus. CONF-CDS 2021: 172:1-172:5 - [c22]Yaochen Liu, Yazhou Zhang, Qiuchi Li, Benyou Wang, Dawei Song:
What Does Your Smile Mean? Jointly Detecting Multi-Modal Sarcasm and Sentiment Using Quantum Probability. EMNLP (Findings) 2021: 871-880 - [c21]Benyou Wang, Lifeng Shang, Christina Lioma, Xin Jiang, Hao Yang, Qun Liu, Jakob Grue Simonsen:
On Position Embeddings in BERT. ICLR 2021 - [c20]Benyou Wang, Emanuele Di Buccio, Massimo Melucci:
Sequential Modeling in Vector Space. IIR 2021 - [c19]Benyou Wang, Emanuele Di Buccio, Massimo Melucci:
Word2Fun: Modelling Words as Functions for Diachronic Word Representation. NeurIPS 2021: 2861-2872 - [i11]Benyou Wang, Qianqian Xie, Jiahuan Pei, Prayag Tiwari, Zhao Li, Jie Fu:
Pre-trained Language Models in Biomedical Domain: A Systematic Survey. CoRR abs/2110.05006 (2021) - 2020
- [j9]Jianquan Li, Renfen Hu, Xiaokang Liu, Prayag Tiwari, Hari Mohan Pandey, Wei Chen, Benyou Wang, Yaohong Jin, Kaicheng Yang:
A distant supervision method based on paradigmatic relations for learning word embeddings. Neural Comput. Appl. 32(12): 7759-7768 (2020) - [j8]Wei Zhao, Benyou Wang, Min Yang, Jianbo Ye, Zhou Zhao, Xiaojun Chen, Ying Shen:
Leveraging Long and Short-Term Information in Content-Aware Movie Recommendation via Adversarial Training. IEEE Trans. Cybern. 50(11): 4680-4693 (2020) - [c18]Zhenzhen Li, Jian-Yun Nie, Benyou Wang, Pan Du, Yuhan Zhang, Lixin Zou, Dongsheng Li:
Meta-Learning for Neural Relation Classification with Distant Supervision. CIKM 2020: 815-824 - [c17]Chen Zhang, Qiuchi Li, Dawei Song, Benyou Wang:
A Multi-task Learning Framework for Opinion Triplet Extraction. EMNLP (Findings) 2020: 819-828 - [c16]Benyou Wang, Emanuele Di Buccio, Massimo Melucci:
University of Padova @ DIACR-Ita (short paper). EVALITA 2020 - [c15]Benyou Wang, Donghao Zhao, Christina Lioma, Qiuchi Li, Peng Zhang, Jakob Grue Simonsen:
Encoding word order in complex embeddings. ICLR 2020 - [i10]Chen Zhang, Qiuchi Li, Dawei Song, Benyou Wang:
A Multi-task Learning Framework for Opinion Triplet Extraction. CoRR abs/2010.01512 (2020) - [i9]Zhenzhen Li, Jian-Yun Nie, Benyou Wang, Pan Du, Yuhan Zhang, Lixin Zou, Dongsheng Li:
Meta-Learning for Neural Relation Classification with Distant Supervision. CoRR abs/2010.13544 (2020)
2010 – 2019
- 2019
- [j7]Benyou Wang, Li Gu:
Detection of Network Intrusion Threat Based on the Probabilistic Neural Network Model. Inf. Technol. Control. 48(4): 618-625 (2019) - [c14]Qiuchi Li, Benyou Wang, Massimo Melucci:
CNM: An Interpretable Complex-valued Network for Matching. NAACL-HLT (1) 2019: 4139-4148 - [c13]Benyou Wang:
Dynamic Content Monitoring and Exploration using Vector Spaces. SIGIR 2019: 1444 - [c12]Benyou Wang, Qiuchi Li, Massimo Melucci, Dawei Song:
Semantic Hilbert Space for Text Representation Learning. WWW 2019: 3293-3299 - [i8]Benyou Wang, Qiuchi Li, Massimo Melucci, Dawei Song:
Semantic Hilbert Space for Text Representation Learning. CoRR abs/1902.09802 (2019) - [i7]Qiuchi Li, Benyou Wang, Massimo Melucci:
CNM: An Interpretable Complex-valued Network for Matching. CoRR abs/1904.05298 (2019) - [i6]Benyou Wang, Donghao Zhao, Christina Lioma, Qiuchi Li, Peng Zhang, Jakob Grue Simonsen:
Encoding word order in complex embeddings. CoRR abs/1912.12333 (2019) - 2018
- [j6]Prayag Tiwari, Jia Qian, Qiuchi Li, Benyou Wang, Deepak Gupta, Ashish Khanna, Joel J. P. C. Rodrigues, Victor Hugo C. de Albuquerque:
Detection of subtype blood cells using deep learning. Cogn. Syst. Res. 52: 1036-1044 (2018) - [j5]Yazhou Zhang, Dawei Song, Peng Zhang, Panpan Wang, Jingfei Li, Xiang Li, Benyou Wang:
A quantum-inspired multimodal sentiment analysis framework. Theor. Comput. Sci. 752: 21-40 (2018) - [c11]Peng Zhang, Jiabin Niu, Zhan Su, Benyou Wang, Liqun Ma, Dawei Song:
End-to-End Quantum-like Language Models with Application to Question Answering. AAAI 2018: 5666-5673 - [c10]Benyou Wang, Kaihe Deng, Weiwei Wei, Sihai Zhang, Wuyang Zhou, Shui Yu:
Full Cycle Campus Life of College Students: A Big Data Case in China. BigComp 2018: 507-512 - [c9]Peng Zhang, Zhan Su, Lipeng Zhang, Benyou Wang, Dawei Song:
A Quantum Many-body Wave Function Inspired Language Modeling Approach. CIKM 2018: 1303-1312 - [c8]Wei Zhao, Benyou Wang, Jianbo Ye, Min Yang, Zhou Zhao, Ruotian Luo, Yu Qiao:
A Multi-task Learning Approach for Image Captioning. IJCAI 2018: 1205-1211 - [c7]Wei Zhao, Benyou Wang, Jianbo Ye, Yongqiang Gao, Min Yang, Xiaojun Chen:
PLASTIC: Prioritize Long and Short-term Information in Top-n Recommendation using Adversarial Training. IJCAI 2018: 3676-3682 - [c6]Qiuchi Li, Sagar Uprety, Benyou Wang, Dawei Song:
Quantum-Inspired Complex Word Embedding. Rep4NLP@ACL 2018: 50-57 - [i5]Benyou Wang, Li Wang, Qikang Wei:
TextZoo, a New Benchmark for Reconsidering Text Classification. CoRR abs/1802.03656 (2018) - [i4]Qiuchi Li, Sagar Uprety, Benyou Wang, Dawei Song:
Quantum-inspired Complex Word Embedding. CoRR abs/1805.11351 (2018) - [i3]Peng Zhang, Zhan Su, Lipeng Zhang, Benyou Wang, Dawei Song:
A Quantum Many-body Wave Function Inspired Language Modeling Approach. CoRR abs/1808.09891 (2018) - 2017
- [j4]Shengnan Zhang, Yuexian Hou, Benyou Wang, Dawei Song:
Regularizing Neural Networks via Retaining Confident Connections. Entropy 19(7): 313 (2017) - [j3]Jingfei Li, Yue Wu, Peng Zhang, Dawei Song, Benyou Wang:
Learning to diversify web search results with a Document Repulsion Model. Inf. Sci. 411: 136-150 (2017) - [c5]Zhenguo Shang, Jingfei Li, Peng Zhang, Dawei Song, Benyou Wang:
How Users Select Query Suggestions Under Different Satisfaction States? CCIR 2017: 93-105 - [c4]Zhan Su, Benyou Wang, Jiabin Niu, Shuchang Tao, Peng Zhang, Dawei Song:
Enhanced Embedding Based Attentive Pooling Network for Answer Selection. NLPCC 2017: 693-700 - [c3]Jun Wang, Lantao Yu, Weinan Zhang, Yu Gong, Yinghui Xu, Benyou Wang, Peng Zhang, Dell Zhang:
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models. SIGIR 2017: 515-524 - [i2]Jun Wang, Lantao Yu, Weinan Zhang, Yu Gong, Yinghui Xu, Benyou Wang, Peng Zhang, Dell Zhang:
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models. CoRR abs/1705.10513 (2017) - [i1]Wei Zhao, Benyou Wang, Jianbo Ye, Yongqiang Gao, Min Yang, Zhou Zhao, Xiaojun Chen:
Leveraging Long and Short-term Information in Content-aware Movie Recommendation. CoRR abs/1712.09059 (2017) - 2016
- [j2]Benyou Wang, Peng Zhang, Jingfei Li, Dawei Song, Yuexian Hou, Zhenguo Shang:
Exploration of Quantum Interference in Document Relevance Judgement Discrepancy. Entropy 18(4): 144 (2016) - [j1]Peng Zhang, Jingfei Li, Benyou Wang, Xiaozhao Zhao, Dawei Song, Yuexian Hou, Massimo Melucci:
A Quantum Query Expansion Approach for Session Search. Entropy 18(4): 146 (2016) - [c2]Benyou Wang, Jiabin Niu, Liqun Ma, Yuhua Zhang, Lipeng Zhang, Jingfei Li, Peng Zhang, Dawei Song:
A Chinese Question Answering Approach Integrating Count-Based and Embedding-Based Features. NLPCC/ICCPOL 2016: 934-941 - 2015
- [c1]Yongqiang Chen, Peng Zhang, Dawei Song, Benyou Wang:
A Real-Time Eye Tracking Based Query Expansion Approach via Latent Topic Modeling. CIKM 2015: 1719-1722
Coauthor Index
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