Benyou Wang

ORCID

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 123

Top Venues

Publications

Zhengyang Tang, Chenyu Huang, Xin Zheng, Shixi Hu, Zizhuo Wang, Dongdong Ge, Benyou Wang
ORLM: Training Large Language Models for Optimization Modeling. CoRR (2024)
Zhengyang Tang, Xingxing Zhang, Benyou Wang, Furu Wei
MathScale: Scaling Instruction Tuning for Mathematical Reasoning. CoRR (2024)
Xianghong Fang, Jian Li, Qiang Sun, Benyou Wang
Rethinking the Uniformity Metric in Self-Supervised Learning. ICLR (2024)
Zhiyuan Fan, Zhihong Chen, Benyou Wang
Exploring the Potential of Dense Information in Multimodal Alignment. ACL (Findings) (2024)
Ridong Han, Tao Peng, Benyou Wang, Lu Liu, Prayag Tiwari, Xiang Wan
Document-level Relation Extraction with Relation Correlations. Neural Networks 171 (2024)
Xianghong Fang, Jian Li, Qiang Sun, Benyou Wang
Rethinking The Uniformity Metric in Self-Supervised Learning. CoRR (2024)
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 (2024)
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 (2024)
Junzhi Chen, Juhao Liang, Benyou Wang
Smurfs: Leveraging Multiple Proficiency Agents with Context-Efficiency for Tool Planning. CoRR (2024)
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 (2024)
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) (2024)
Yaochen Liu, Qiuchi Li, Benyou Wang, Yazhou Zhang, Dawei Song
A Survey of Quantum-cognitively Inspired Sentiment Analysis Models. ACM Comput. Surv. 56 (1) (2024)
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 (2024)
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 (2024)
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)
Xuhan Huang, Qingning Shen, Yan Hu, Anningzhe Gao, Benyou Wang
Mamo: a Mathematical Modeling Benchmark with Solvers. CoRR (2024)
Chuyi Kong, Yaxin Fan, Xiang Wan, Feng Jiang, Benyou Wang
PlatoLM: Teaching LLMs in Multi-Round Dialogue via a User Simulator. ACL (1) (2024)
Juhao Liang, Ziwei Wang, Zhuoheng Ma, Jianquan Li, Zhiyi Zhang, Xiangbo Wu, Benyou Wang
Online Training of Large Language Models: Learn while chatting. CoRR (2024)
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 (2024)
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 (2024)
Yaoyao Xu, Xinjian Zhao, Xiaozhuang Song, Benyou Wang, Tianshu Yu
Boosting Protein Language Models with Negative Sample Mining. CoRR (2024)
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) (2024)
Ke Ji, Junying Chen, Anningzhe Gao, Wenya Xie, Xiang Wan, Benyou Wang
LLMs Could Autonomously Learn Without External Supervision. CoRR (2024)
Yazhou Zhang, Mengyao Wang, Chenyu Ren, Qiuchi Li, Prayag Tiwari, Benyou Wang, Jing Qin
Pushing The Limit of LLM Capacity for Text Classification. CoRR (2024)
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 (2024)
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)
Dingjie Song, Shunian Chen, Guiming Hardy Chen, Fei Yu, Xiang Wan, Benyou Wang
MileBench: Benchmarking MLLMs in Long Context. CoRR (2024)
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) (2024)
Guiming Hardy Chen, Shunian Chen, Ziche Liu, Feng Jiang, Benyou Wang
Humans or LLMs as the Judge? A Study on Judgement Biases. CoRR (2024)
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 (2024)
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 (2024)
Chenghao Zhu, Nuo Chen, Yufei Gao, Benyou Wang
Evaluating LLMs at Evaluating Temporal Generalization. CoRR (2024)
Zhan Su, Fengran Mo, Prayag Tiwari, Benyou Wang, Jian-Yun Nie, Jakob Grue Simonsen
Mixture of Experts Using Tensor Products. CoRR (2024)
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)
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 (2023)
Zhihong Chen, Shizhe Diao, Benyou Wang, Guanbin Li, Xiang Wan
Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts. ICCV (2023)
Fei Yu, Hongbo Zhang, Benyou Wang
Nature Language Reasoning, A Survey. CoRR (2023)
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 (2023)
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)
Zhihong Chen, Guiming Hardy Chen, Shizhe Diao, Xiang Wan, Benyou Wang
On the Difference of BERT-style and CLIP-style Text Encoders. CoRR (2023)
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 (2023)
Hongbo Zhang, Xiang Wan, Benyou Wang
Injecting Knowledge into Biomedical Pre-trained Models via Polymorphism and Synonymous Substitution. CoRR (2023)
Zhihong Chen, Guiming Chen, Shizhe Diao, Xiang Wan, Benyou Wang
On the Difference of BERT-style and CLIP-style Text Encoders. ACL (Findings) (2023)
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 (2023)
Zhihong Chen, Shizhe Diao, Benyou Wang, Guanbin Li, Xiang Wan
Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts. CoRR (2023)
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)
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)
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)
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 (2023)
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)
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)
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 (2023)
Qiuchi Li, Benyou Wang, Yudong Zhu, Christina Lioma, Qun Liu
Adapting Pre-trained Language Models for Quantum Natural Language Processing. CoRR (2023)
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 (2023)
Chuyi Kong, Yaxin Fan, Xiang Wan, Feng Jiang, Benyou Wang
Large Language Model as a User Simulator. CoRR (2023)
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 (2023)
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 (2023)
Chen Zhang, Benyou Wang, Dawei Song
On Elastic Language Models. CoRR (2023)
Fei Yu, Anningzhe Gao, Benyou Wang
Outcome-supervised Verifiers for Planning in Mathematical Reasoning. CoRR (2023)
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 (2023)
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 (2023)
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 (2023)
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 (2023)
Juhao Liang, Chen Zhang, Zhengyang Tang, Jie Fu, Dawei Song, Benyou Wang
Modular Retrieval for Generalization and Interpretation. CoRR (2023)
Yaochen Liu, Qiuchi Li, Benyou Wang, Yazhou Zhang, Dawei Song
A Survey of Quantum-Cognitively Inspired Sentiment Analysis Models. CoRR (2023)
Zhibin Lu, Qianqian Xie, Benyou Wang, Jian-Yun Nie
Word Grounded Graph Convolutional Network. CoRR (2023)
Qianqian Xie, Zheheng Luo, Benyou Wang, Sophia Ananiadou
A Survey on Biomedical Text Summarization with Pre-trained Language Model. CoRR (2023)
Ridong Han, Tao Peng, Benyou Wang, Lu Liu, Xiang Wan
Document-level Relation Extraction with Relation Correlations. CoRR (2022)
Benyou Wang, Yuxin Ren, Lifeng Shang, Xin Jiang, Qun Liu
Exploring extreme parameter compression for pre-trained language models. ICLR (2022)
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) (2022)
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 (2022)
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 (2022)
Yuxin Ren, Benyou Wang, Lifeng Shang, Xin Jiang, Qun Liu
Exploring Extreme Parameter Compression for Pre-trained Language Models. CoRR (2022)
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)
Yi Yang, Chen Zhang, Benyou Wang, Dawei Song
Doge Tickets: Uncovering Domain-General Language Models by Playing Lottery Tickets. NLPCC (1) (2022)
Zhengyang Tang, Benyou Wang, Ting Yao
DPTDR: Deep Prompt Tuning for Dense Passage Retrieval. COLING (2022)
Guobing Gan, Peng Zhang, Sunzhu Li, Xiuqing Lu, Benyou Wang
MorphTE: Injecting Morphology in Tensorized Embeddings. NeurIPS (2022)
Guobing Gan, Peng Zhang, Sunzhu Li, Xiuqing Lu, Benyou Wang
MorphTE: Injecting Morphology in Tensorized Embeddings. CoRR (2022)
Zhengyang Tang, Benyou Wang, Ting Yao
DPTDR: Deep Prompt Tuning for Dense Passage Retrieval. CoRR (2022)
Yi Yang, Chen Zhang, Benyou Wang, Dawei Song
Doge Tickets: Uncovering Domain-general Language Models by Playing Lottery Tickets. CoRR (2022)
Benyou Wang, Lifeng Shang, Christina Lioma, Xin Jiang, Hao Yang, Qun Liu, Jakob Grue Simonsen
On Position Embeddings in BERT. ICLR (2021)
Benyou Wang, Qianqian Xie, Jiahuan Pei, Prayag Tiwari, Zhao Li, Jie Fu
Pre-trained Language Models in Biomedical Domain: A Systematic Survey. CoRR (2021)
Benyou Wang, Emanuele Di Buccio, Massimo Melucci
Sequential Modeling in Vector Space. IIR (2021)
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) (2021)
Benyou Wang, Emanuele Di Buccio, Massimo Melucci
Word2Fun: Modelling Words as Functions for Diachronic Word Representation. NeurIPS (2021)
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)
Benyou Wang, Sihai Zhang, Xia Peng, Li Gu
Exploration of University Students' Mobility Behavior on Campus. CONF-CDS (2021)
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)
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) (2020)
Benyou Wang, Emanuele Di Buccio, Massimo Melucci
University of Padova @ DIACR-Ita (short paper). EVALITA (2020)
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 (2020)
Chen Zhang, Qiuchi Li, Dawei Song, Benyou Wang
A Multi-task Learning Framework for Opinion Triplet Extraction. EMNLP (Findings) (2020)
Benyou Wang, Donghao Zhao, Christina Lioma, Qiuchi Li, Peng Zhang, Jakob Grue Simonsen
Encoding word order in complex embeddings. ICLR (2020)
Chen Zhang, Qiuchi Li, Dawei Song, Benyou Wang
A Multi-task Learning Framework for Opinion Triplet Extraction. CoRR (2020)
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) (2020)
Benyou Wang, Qiuchi Li, Massimo Melucci, Dawei Song
Semantic Hilbert Space for Text Representation Learning. CoRR (2019)
Benyou Wang, Donghao Zhao, Christina Lioma, Qiuchi Li, Peng Zhang, Jakob Grue Simonsen
Encoding word order in complex embeddings. CoRR (2019)
Qiuchi Li, Benyou Wang, Massimo Melucci
CNM: An Interpretable Complex-valued Network for Matching. NAACL-HLT (1) (2019)
Benyou Wang, Qiuchi Li, Massimo Melucci, Dawei Song
Semantic Hilbert Space for Text Representation Learning. WWW (2019)
Qiuchi Li, Benyou Wang, Massimo Melucci
CNM: An Interpretable Complex-valued Network for Matching. CoRR (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Benyou Wang