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Fei Huang

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

294

Venues

44

Active years

2000–2026

Best venue rank

A*

Where they publish

Papers

294 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAISelective Weak-to-Strong Generalization.Hao Lang, Fei Huang, Yongbin Li
2026AAAIEfficient and Effective In-context Demonstration Selection with Coreset.Zihua Wang, Jiarui Wang, Haiyang Xu, Ming Yan, Fei Huang, Xu Yang, Xiu-Shen Wei, Siya Mi, Yu Zhang
2026ACLProgra: Progress-Aware Reinforcement Learning for Multi-Turn Function Calling.Huacan Chai, Zijie Cao, Maolin Ran, Yingxuan Yang, Jianghao Lin, Xin Peng, Hairui Wang, Renjie Ding, Ziyu Wan, Muning Wen, Weiwen Liu, Weinan Zhang, Fei Huang, Ying Wen
2026ACLRL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy Optimization.Yihong Dong, Xue Jiang, Yongding Tao, Huanyu Liu, Kechi Zhang, Lili Mou, Rongyu Cao, Yingwei Ma, Jue Chen, Binhua Li, Zhi Jin, Fei Huang, Yongbin Li, Ge Li
2026ACLTowards General Agentic Intelligence via Environment Scaling.Runnan Fang, Shihao Cai, Baixuan Li, Jialong Wu, Guangyu Li, Wenbiao Yin, Xinyu Wang, Xiaobin Wang, Liangcai Su, Zhen Zhang, Shibin Wu, Zhengwei Tao, Yong Jiang, Pengjun Xie, Ningyu Zhang, Fei Huang, Wentao Zhang, Jingren Zhou
2026ACLMemp: Exploring Agent Procedural Memory.Runnan Fang, Yuan Liang, Xiaobin Wang, Jialong Wu, Shuofei Qiao, Pengjun Xie, Fei Huang, Huajun Chen, Ningyu Zhang
2026ACLReasoning-Guided Exploration for Online DPO.Zetian Hu, Shunyu Liu, Ting-En Lin, Fei Huang, Yongbin Li, Dacheng Tao
2026ACLWriting-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement Learning.Xuanyu Lei, Chenliang Li, Yuning Wu, Kaiming Liu, Weizhou Shen, Peng Li, Ming Yan, Fei Huang, Ya-Qin Zhang, Yang Liu
2026ACLMOA: Multi-Objective Alignment for Role-Playing Agents.Chonghua Liao, Ke Wang, Yuchuan Wu, Ruoran Li, Fei Huang, Yongbin Li
2026ACLUnderstanding Generalization in Role-Playing Models via Information Theory.Yongqi Li, Hao Lang, Fei Huang, Tieyun Qian, Yongbin Li
2026ACLToolPRM: Fine-Grained Inference Scaling of Structured Outputs for Function Calling.Jianghao Lin, Yuanyuan Shi, Xin Peng, Renjie Ding, Hairui Wang, Yuxuan Peng, Bizhe Bai, Weixi Song, Fengshuo Bai, Huacan Chai, Weinan Zhang, Fei Huang, Ying Wen
2026ACLToolRM: Towards Agentic Tool-Use Reward Modeling.Renhao Li, Jianhong Tu, Yang Su, Yantao Liu, Fei Huang, Hamid Alinejad-Rokny, Derek F. Wong, Junyang Lin, Min Yang
2026ACLScaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration.Zijun Liu, Zhennan Wan, Peng Li, Ming Yan, Fei Huang, Yang Liu
2026ACLMUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding.Fuwen Luo, Shengfeng Lou, Chi Chen, Ziyue Wang, Chenliang Li, Weizhou Shen, Jiyue Guo, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Yang Liu
2026ACLExperience-driven Multi-turn Reinforcement Learning for GUI Agents.Zhengxi Lu, Jiabo Ye, Fei Tang, Yongliang Shen, Haiyang Xu, Ziwei Zheng, Weiming Lu, Ming Yan, Fei Huang, Jun Xiao, Yueting Zhuang
2026ACLBrowseConf: Confidence-Guided Test-Time Scaling for Web Agents.Litu Ou, Kuan Li, Huifeng Yin, Liwen Zhang, Zhongwang Zhang, Xixi Wu, Rui Ye, Zile Qiao, Yong Jiang, Pengjun Xie, Fei Huang, Jingren Zhou
2026ACLOutcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models.Binghai Wang, Yantao Liu, Yuxuan Liu, Tianyi Tang, Shenzhi Wang, Chang Gao, Chujie Zheng, Yichang Zhang, Le Yu, Shixuan Liu, Tao Gui, Qi Zhang, Xuanjing Huang, Bowen Yu, Fei Huang, Junyang Lin
2026ACLFormat-Adapter: Improving Reasoning Capability of LLMs by Adapting Suitable Format.Dingzirui Wang, Xuanliang Zhang, Rongyu Cao, Longxu Dou, Xianzhen Luo, Yingwei Ma, Qingfu Zhu, Binhua Li, Fei Huang, Yongbin Li
2026ACLEvoRoute: Experience-Driven Self-Routing LLM Agent Systems.Guibin Zhang, Haiyang Yu, Kaiming Yang, Bingli Wu, Fei Huang, Yongbin Li, Shuicheng Yan
2026ACLA Novel Matching Paradigm: Unified Generative and Discriminative LLM with Prompt Compression for Relevance Learning.Guoliang Zhao, Zixin Cui, Chao Ye, Dengwu He, Fei Huang, Yubo Liu, Shuanglong Li, Tzungren Kuo, Bin Ding, Shuang Zhang, Kunhong Zhu, Zhi Guo, Liu Lin
2026PAKDDUnified Multimodal Retrieval Framework for Multimodal RAG.Haitao Huang, Tianyi Feng, Ruiyan Wang, Wei Xiong, Fei Huang, Zhengxue Cheng, Rong Xie, Li Song
2026WWWFishFlow: A LLM-Empowered Dynamic Pricing Framework for Online Fleamarket Platform.Kakam Chong, Xu Yan, Shuai Xiao, Ming Chen, Chen Ju, Fei Huang, Yuantao Gu, Shuguang Han, Jufeng Chen
2026WSDMSTORM: A Spatio-Temporal Factor Model Based on Dual Vector Quantized Variational Autoencoders for Financial Trading.Yilei Zhao, Wentao Zhang, Tingran Yang, Yong Jiang, Fei Huang, Wei Yang Bryan Lim
2025AAAIDebate Helps Weak-to-Strong Generalization.Hao Lang, Fei Huang, Yongbin Li
2025ACLDEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling.Minzheng Wang, Xinghua Zhang, Kun Chen, Nan Xu, Haiyang Yu, Fei Huang, Wenji Mao, Yongbin Li
2025ACLWebWalker: Benchmarking LLMs in Web Traversal.Jialong Wu, Wenbiao Yin, Yong Jiang, Zhenglin Wang, Zekun Xi, Runnan Fang, Linhai Zhang, Yulan He, Deyu Zhou, Pengjun Xie, Fei Huang
2025ACLSynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement.Runnan Fang, Xiaobin Wang, Yuan Liang, Shuofei Qiao, Jialong Wu, Zekun Xi, Ningyu Zhang, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen
2025ACLmPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding.Anwen Hu, Haiyang Xu, Liang Zhang, Jiabo Ye, Ming Yan, Ji Zhang, Qin Jin, Fei Huang, Jingren Zhou
2025ACLReverse Preference Optimization for Complex Instruction Following.Xiang Huang, Ting-En Lin, Feiteng Fang, Yuchuan Wu, Hangyu Li, Yuzhong Qu, Fei Huang, Yongbin Li
2025ACLSDPO: Segment-Level Direct Preference Optimization for Social Agents.Aobo Kong, Wentao Ma, Shiwan Zhao, Yongbin Li, Yuchuan Wu, Ke Wang, Xiaoqian Liu, Qicheng Li, Yong Qin, Fei Huang
2025ACLEPO: Explicit Policy Optimization for Strategic Reasoning in LLMs via Reinforcement Learning.Xiaoqian Liu, Ke Wang, Yongbin Li, Yuchuan Wu, Wentao Ma, Aobo Kong, Fei Huang, Jianbin Jiao, Junge Zhang
2025ACLDeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking.Zhuoqun Li, Haiyang Yu, Xuanang Chen, Hongyu Lin, Yaojie Lu, Fei Huang, Xianpei Han, Yongbin Li, Le Sun
2025ACLMMEvol: Empowering Multimodal Large Language Models with Evol-Instruct.Run Luo, Haonan Zhang, Longze Chen, Ting-En Lin, Xiong Liu, Yuchuan Wu, Min Yang, Yongbin Li, Minzheng Wang, Pengpeng Zeng, Lianli Gao, Heng Tao Shen, Yunshui Li, Hamid Alinejad-Rokny, Xiaobo Xia, Jingkuan Song, Fei Huang
2025ACLDISC: Plug-and-Play Decoding Intervention with Similarity of Characters for Chinese Spelling Check.Ziheng Qiao, Houquan Zhou, Yumeng Liu, Zhenghua Li, Min Zhang, Bo Zhang, Chen Li, Ji Zhang, Fei Huang
2025ACLAgentic Knowledgeable Self-awareness.Shuofei Qiao, Zhisong Qiu, Baochang Ren, Xiaobin Wang, Xiangyuan Ru, Ningyu Zhang, Xiang Chen, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen
2025ACLExploraCoder: Advancing Code Generation for Multiple Unseen APIs via Planning and Chained Exploration.Yunkun Wang, Yue Zhang, Zhen Qin, Chen Zhi, Binhua Li, Fei Huang, Yongbin Li, Shuiguang Deng
2025ACLOmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction.Haonan Zhang, Run Luo, Xiong Liu, Yuchuan Wu, Ting-En Lin, Pengpeng Zeng, Qiang Qu, Feiteng Fang, Min Yang, Lianli Gao, Jingkuan Song, Fei Huang, Yongbin Li
2025ACLIOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization.Xinghua Zhang, Haiyang Yu, Cheng Fu, Fei Huang, Yongbin Li
2025ACLSupervised Optimism Correction: Be Confident When LLMs Are Sure.Junjie Zhang, Rushuai Yang, Shunyu Liu, Ting-En Lin, Fei Huang, Yi Chen, Yongbin Li, Dacheng Tao
2025CIKMHyperspherical Dynamic Multi-Prototype with Arguments Dependencies and Role Consistency for Event Argument Extraction.Xiaojia Huang, Ruifang He, Fei Huang, Bo Wang, Sen Yao, Xiaohong Li
2025COLINGAI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator.Zhihao Fan, Lai Wei, Jialong Tang, Wei Chen, Siyuan Wang, Zhongyu Wei, Fei Huang
2025COLINGLet LLMs Take on the Latest Challenges! A Chinese Dynamic Question Answering Benchmark.Zhikun Xu, Yinghui Li, Ruixue Ding, Xinyu Wang, Boli Chen, Yong Jiang, Haitao Zheng, Wenlian Lu, Pengjun Xie, Fei Huang
2025CVPRAdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization.Yiyang Du, Xiaochen Wang, Chi Chen, Jiabo Ye, Yiru Wang, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Zhifang Sui, Maosong Sun, Yang Liu
2025CVPRSymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization.Hongrui Jia, Chaoya Jiang, Haiyang Xu, Wei Ye, Mengfan Dong, Ming Yan, Ji Zhang, Fei Huang, Shikun Zhang
2025EMNLPDetecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference.Zhuo Chen, Xinyu Wang, Yong Jiang, Zhen Zhang, Xinyu Geng, Pengjun Xie, Fei Huang, Kewei Tu
2025EMNLPTranslationese-index: Using Likelihood Ratios for Graded and Generalizable Measurement of Translationese.Yikang Liu, Wanyang Zhang, Yiming Wang, Jialong Tang, Pei Zhang, Baosong Yang, Fei Huang, Rui Wang, Hai Hu
2025EMNLPDecoupleSearch: Decouple Planning and Search via Hierarchical Reward Modeling.Hao Sun, Zile Qiao, Bo Wang, Guoxin Chen, Yingyan Hou, Yong Jiang, Pengjun Xie, Fei Huang, Yan Zhang
2025EMNLPEnhancing LLM Language Adaption through Cross-lingual In-Context Pre-training.Linjuan Wu, Haoran Wei, Huan Lin, Tianhao Li, Baosong Yang, Fei Huang, Weiming Lu
2025EMNLPRMTBench: Benchmarking LLMs Through Multi-Turn User-Centric Role-Playing.Hao Xiang, Tianyi Tang, Yang Su, Bowen Yu, An Yang, Fei Huang, Yichang Zhang, Yaojie Lu, Hongyu Lin, Xianpei Han, Jingren Zhou, Junyang Lin, Le Sun
2025EMNLPLongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability.Zikai Xiao, Fei Huang, Jianhong Tu, Jianhui Wei, Wen Ma, Yuxuan Zhou, Jian Wu, Bowen Yu, Zuozhu Liu, Junyang Lin
2025EMNLPOmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking.Zekun Xi, Wenbiao Yin, Jizhan Fang, Jialong Wu, Runnan Fang, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen, Ningyu Zhang
2025EMNLPGSID: Generative Semantic Indexing for E-Commerce Product Understanding.Haiyang Yang, Qinye Xie, Qingheng Zhang, Chen Li Yu, Huike Zou, Chengbao Lian, Shuguang Han, Fei Huang, Jufeng Chen, Bo Zheng
2025EMNLPProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions.Jingheng Ye, Yong Jiang, Xiaobin Wang, Yinghui Li, Yangning Li, Pengjun Xie, Fei Huang
2025EMNLPCPO: Addressing Reward Ambiguity in Role-playing Dialogue via Comparative Policy Optimization.Jing Ye, Rui Wang, Yuchuan Wu, Victor Ma, Feiteng Fang, Fei Huang, Yongbin Li
2025EMNLPP-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs.Yidan Zhang, Yu Wan, Boyi Deng, Baosong Yang, Haoran Wei, Fei Huang, Bowen Yu, Dayiheng Liu, Junyang Lin, Fei Huang, Jingren Zhou
2025EMNLPKBM: Delineating Knowledge Boundary for Adaptive Retrieval in Large Language Models.Zhen Zhang, Xinyu Wang, Yong Jiang, Zile Qiao, Zhuo Chen, Guangyu Li, Feiteng Mu, Mengting Hu, Pengjun Xie, Fei Huang
2025EMNLPNOVA-63: Native Omni-lingual Versatile Assessments of 63 Disciplines.Jinyang Zhang, Kexin Yang, Yu Wan, Muyang Ye, Baosong Yang, Fei Huang, Junyang Lin, Dayiheng Liu
2025EMNLPCultureSynth: A Hierarchical Taxonomy-Guided and Retrieval-Augmented Framework for Cultural Question-Answer Synthesis.Xinyu Zhang, Pei Zhang, Shuang Luo, Jialong Tang, Yu Wan, Baosong Yang, Fei Huang
2025EMNLPEvolveSearch: An Iterative Self-Evolving Search Agent.Dingchu Zhang, Yida Zhao, Jialong Wu, Liwen Zhang, Baixuan Li, Wenbiao Yin, Yong Jiang, Yu-Feng Li, Kewei Tu, Pengjun Xie, Fei Huang
2025EMNLPMulti-Value-Product Retrieval-Augmented Generation for Industrial Product Attribute Value Identification.Huike Zou, Haiyang Yang, Yindu Su, Chen Li Yu, Qinye Xie, Chengbao Lian, Qingheng Zhang, Shuguang Han, Fei Huang, Jufeng Chen
2025EMNLPEIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models.Tao Zou, Xinghua Zhang, Haiyang Yu, Minzheng Wang, Fei Huang, Yongbin Li
2025ICASSPDual-level AMR Injection for Prompt-based Event Argument Extraction.Xiaojia Huang, Ruifang He, Fei Huang
2025ICLRStructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization.Zhuoqun Li, Xuanang Chen, Haiyang Yu, Hongyu Lin, Yaojie Lu, Qiaoyu Tang, Fei Huang, Xianpei Han, Le Sun, Yongbin Li
2025ICLRBenchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent.Yangning Li, Yinghui Li, Xinyu Wang, Yong Jiang, Zhen Zhang, Xinran Zheng, Hui Wang, Hai-Tao Zheng, Fei Huang, Jingren Zhou, Philip S. Yu
2025ICLRBenchmarking Agentic Workflow Generation.Shuofei Qiao, Runnan Fang, Zhisong Qiu, Xiaobin Wang, Ningyu Zhang, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen
2025ICLRmPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models.Jiabo Ye, Haiyang Xu, Haowei Liu, Anwen Hu, Ming Yan, Qi Qian, Ji Zhang, Fei Huang, Jingren Zhou
2025ICLROn the Role of Attention Heads in Large Language Model Safety.Zhenhong Zhou, Haiyang Yu, Xinghua Zhang, Rongwu Xu, Fei Huang, Kun Wang, Yang Liu, Junfeng Fang, Yongbin Li
2025ICMLTowards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning.Lang Feng, Weihao Tan, Zhiyi Lyu, Longtao Zheng, Haiyang Xu, Ming Yan, Fei Huang, Bo An
2025ICMLExploiting Presentative Feature Distributions for Parameter-Efficient Continual Learning of Large Language Models.Xin Cheng, Jiabo Ye, Haiyang Xu, Ming Yan, Ji Zhang, Feng Liu, Fei Huang, Lei Feng
2025ICMLConText: Driving In-context Learning for Text Removal and Segmentation.Fei Zhang, Pei Zhang, Baosong Yang, Fei Huang, Yanfeng Wang, Ya Zhang
2025ICMLCateKV: On Sequential Consistency for Long-Context LLM Inference Acceleration.Haoyun Jiang, Haolin Li, Jianwei Zhang, Fei Huang, Qiang Hu, Minmin Sun, Shuai Xiao, Yong Li, Junyang Lin, Jiangchao Yao
2025ICMLLaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs - No Silver Bullet for LC or RAG Routing.Kuan Li, Liwen Zhang, Yong Jiang, Pengjun Xie, Fei Huang, Shuai Wang, Minhao Cheng
2025KDDEffective Two-Stage Knowledge Transfer for Multi-Entity Cross-Domain Recommendation.Jianyu Guan, Zongming Yin, Tianyi Zhang, Leihui Chen, Yin Zhang, Fei Huang, Shuguang Han, Jufeng Chen
2025KDDIU4Rec: Interest Unit-Based Product Organization and Recommendation for E-Commerce Platform.Wenhao Wu, Xiaojie Li, Lin Wang, Jialiang Zhou, Di Wu, Qinye Xie, Qingheng Zhang, Yin Zhang, Shuguang Han, Fei Huang, Jufeng Chen
2025NAACLSupportiveness-based Knowledge Rewriting for Retrieval-augmented Language Modeling.Zile Qiao, Wei Ye, Yong Jiang, Tong Mo, Pengjun Xie, Weiping Li, Fei Huang, Shikun Zhang
2025NAACLUnfolding the Headline: Iterative Self-Questioning for News Retrieval and Timeline Summarization.Weiqi Wu, Shen Huang, Yong Jiang, Pengjun Xie, Fei Huang, Hai Zhao
2025WWWFishBargain: An LLM-Empowered Bargaining Agent for Online Fleamarket Platform Sellers.Dexin Kong, Xu Yan, Ming Chen, Shuguang Han, Jufeng Chen, Fei Huang
2024AAAIPreference Ranking Optimization for Human Alignment.Feifan Song, Bowen Yu, Minghao Li, Haiyang Yu, Fei Huang, Yongbin Li, Houfeng Wang
2024AAAIEcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce.Yangning Li, Shirong Ma, Xiaobin Wang, Shen Huang, Chengyue Jiang, Haitao Zheng, Pengjun Xie, Fei Huang, Yong Jiang
2024AAAISeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding.Tianyu Yu, Chengyue Jiang, Chao Lou, Shen Huang, Xiaobin Wang, Wei Liu, Jiong Cai, Yangning Li, Yinghui Li, Kewei Tu, Hai-Tao Zheng, Ningyu Zhang, Pengjun Xie, Fei Huang, Yong Jiang
2024ACLModel Composition for Multimodal Large Language Models.Chi Chen, Yiyang Du, Zheng Fang, Ziyue Wang, Fuwen Luo, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Maosong Sun, Yang Liu
2024ACLImproving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts.Zhuo Chen, Xinyu Wang, Yong Jiang, Pengjun Xie, Fei Huang, Kewei Tu
2024ACLSocialBench: Sociality Evaluation of Role-Playing Conversational Agents.Hongzhan Chen, Hehong Chen, Ming Yan, Wenshen Xu, Gao Xing, Weizhou Shen, Xiaojun Quan, Chenliang Li, Ji Zhang, Fei Huang
2024ACLFortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use.Yuhan Chen, Ang Lv, Ting-En Lin, Changyu Chen, Yuchuan Wu, Fei Huang, Yongbin Li, Rui Yan
2024ACLDevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories.Jia Li, Ge Li, Yunfei Zhao, Yongmin Li, Huanyu Liu, Hao Zhu, Lecheng Wang, Kaibo Liu, Zheng Fang, Lanshen Wang, Jiazheng Ding, Xuanming Zhang, Yuqi Zhu, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li, Bin Gu, Mengfei Yang
2024ACLOne-Shot Learning as Instruction Data Prospector for Large Language Models.Yunshui Li, Binyuan Hui, Xiaobo Xia, Jiaxi Yang, Min Yang, Lei Zhang, Shuzheng Si, Ling-Hao Chen, Junhao Liu, Tongliang Liu, Fei Huang, Yongbin Li
2024ACLPANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs.An Liu, Zonghan Yang, Zhenhe Zhang, Qingyuan Hu, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Yang Liu
2024ACLBrowse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion.Ziyue Wang, Chi Chen, Yiqi Zhu, Fuwen Luo, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Maosong Sun, Yang Liu
2024ACLIterative Forward Tuning Boosts In-Context Learning in Language Models.Jiaxi Yang, Binyuan Hui, Min Yang, Bailin Wang, Bowen Li, Binhua Li, Fei Huang, Yongbin Li
2024ACLSpeculative Contrastive Decoding.Hongyi Yuan, Keming Lu, Fei Huang, Zheng Yuan, Chang Zhou
2024ACLBudget-Constrained Tool Learning with Planning.Yuanhang Zheng, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Yang Liu
2024ADMAGeoGLUE: A Chinese GeoGraphic Language Understanding Evaluation Benchmark.Dongyang Li, Ruixue Ding, Qiang Zhang, Zheng Li, Boli Chen, Pengjun Xie, Yao Xu, Xin Li, Ning Guo, Fei Huang, Xiaofeng He
2024COLINGScaling Data Diversity for Fine-Tuning Language Models in Human Alignment.Feifan Song, Bowen Yu, Hao Lang, Haiyang Yu, Fei Huang, Houfeng Wang, Yongbin Li
2024COLINGSelf-Explanation Prompting Improves Dialogue Understanding in Large Language Models.Haoyu Gao, Ting-En Lin, Hangyu Li, Min Yang, Yuchuan Wu, Wentao Ma, Fei Huang, Yongbin Li
2024COLINGOut-of-Domain Intent Detection Considering Multi-Turn Dialogue Contexts.Hao Lang, Yinhe Zheng, Binyuan Hui, Fei Huang, Yongbin Li
2024COLINGSemantics-enhanced Cross-modal Masked Image Modeling for Vision-Language Pre-training.Haowei Liu, Yaya Shi, Haiyang Xu, Chunfeng Yuan, Qinghao Ye, Chenliang Li, Ming Yan, Ji Zhang, Fei Huang, Bing Li, Weiming Hu
2024COLINGUnifying Latent and Lexicon Representations for Effective Video-Text Retrieval.Haowei Liu, Yaya Shi, Haiyang Xu, Chunfeng Yuan, Qinghao Ye, Chenliang Li, Ming Yan, Ji Zhang, Fei Huang, Bing Li, Weiming Hu
2024COLINGTree-Instruct: A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment.Yingxiu Zhao, Bowen Yu, Binyuan Hui, Haiyang Yu, Minghao Li, Fei Huang, Nevin L. Zhang, Yongbin Li
2024CVPRHallucination Augmented Contrastive Learning for Multimodal Large Language Model.Chaoya Jiang, Haiyang Xu, Mengfan Dong, Jiaxing Chen, Wei Ye, Ming Yan, Qinghao Ye, Ji Zhang, Fei Huang, Shikun Zhang
2024CVPROMNIPARSER: A Unified Framework for Text Spotting, Key Information Extraction and Table Recognition.Jianqiang Wan, Sibo Song, Wenwen Yu, Yuliang Liu, Wenqing Cheng, Fei Huang, Xiang Bai, Cong Yao, Zhibo Yang
2024CVPRmPLUG-OwI2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration.Qinghao Ye, Haiyang Xu, Jiabo Ye, Ming Yan, Anwen Hu, Haowei Liu, Qi Qian, Ji Zhang, Fei Huang
2024EACLGeo-Encoder: A Chunk-Argument Bi-Encoder Framework for Chinese Geographic Re-Ranking.Yong Cao, Ruixue Ding, Boli Chen, Xianzhi Li, Min Chen, Daniel Hershcovich, Pengjun Xie, Fei Huang
2024ECCVPlatypus: A Generalized Specialist Model for Reading Text in Various Forms.Peng Wang, Zhaohai Li, Jun Tang, Humen Zhong, Fei Huang, Zhibo Yang, Cong Yao
2024ECCVVisual Text Generation in the Wild.Yuanzhi Zhu, Jiawei Liu, Feiyu Gao, Wenyu Liu, Xinggang Wang, Peng Wang, Fei Huang, Cong Yao, Zhibo Yang
2024EMNLPA Simple yet Effective Training-free Prompt-free Approach to Chinese Spelling Correction Based on Large Language Models.Houquan Zhou, Zhenghua Li, Bo Zhang, Chen Li, Shaopeng Lai, Ji Zhang, Fei Huang, Min Zhang
2024EMNLPIPL: Leveraging Multimodal Large Language Models for Intelligent Product Listing.Kang Chen, Qingheng Zhang, Chengbao Lian, Yixin Ji, Xuwei Liu, Shuguang Han, Guoqiang Wu, Fei Huang, Jufeng Chen
2024EMNLPImproving Factual Consistency of News Summarization by Contrastive Preference Optimization.Huawen Feng, Yan Fan, Xiong Liu, Ting-En Lin, Zekun Yao, Yuchuan Wu, Fei Huang, Yongbin Li, Qianli Ma
2024EMNLPmPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding.Anwen Hu, Haiyang Xu, Jiabo Ye, Ming Yan, Liang Zhang, Bo Zhang, Ji Zhang, Qin Jin, Fei Huang, Jingren Zhou
2024EMNLPMIBench: Evaluating Multimodal Large Language Models over Multiple Images.Haowei Liu, Xi Zhang, Haiyang Xu, Yaya Shi, Chaoya Jiang, Ming Yan, Ji Zhang, Fei Huang, Chunfeng Yuan, Bing Li, Weiming Hu
2024EMNLPRaFe: Ranking Feedback Improves Query Rewriting for RAG.Shengyu Mao, Yong Jiang, Boli Chen, Xiao Li, Peng Wang, Xinyu Wang, Pengjun Xie, Fei Huang, Huajun Chen, Ningyu Zhang
2024EMNLPQuery Routing for Homogeneous Tools: An Instantiation in the RAG Scenario.Feiteng Mu, Yong Jiang, Liwen Zhang, Chu Liu, Wenjie Li, Pengjun Xie, Fei Huang
2024EMNLPSmall LLMs Are Weak Tool Learners: A Multi-LLM Agent.Weizhou Shen, Chenliang Li, Hongzhan Chen, Ming Yan, Xiaojun Quan, Hehong Chen, Ji Zhang, Fei Huang
2024EMNLPRetrieved In-Context Principles from Previous Mistakes.Hao Sun, Yong Jiang, Bo Wang, Yingyan Hou, Yan Zhang, Pengjun Xie, Fei Huang
2024EMNLPLeave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA.Minzheng Wang, Longze Chen, Fu Cheng, Shengyi Liao, Xinghua Zhang, Bingli Wu, Haiyang Yu, Nan Xu, Lei Zhang, Run Luo, Yunshui Li, Min Yang, Fei Huang, Yongbin Li
2024EMNLPKnowledge Mechanisms in Large Language Models: A Survey and Perspective.Mengru Wang, Yunzhi Yao, Ziwen Xu, Shuofei Qiao, Shumin Deng, Peng Wang, Xiang Chen, Jia-Chen Gu, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen, Ningyu Zhang
2024EMNLPFlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents.Ruixuan Xiao, Wentao Ma, Ke Wang, Yuchuan Wu, Junbo Zhao, Haobo Wang, Fei Huang, Yongbin Li
2024EMNLPPredicting Rewards Alongside Tokens: Non-disruptive Parameter Insertion for Efficient Inference Intervention in Large Language Model.Chenhan Yuan, Fei Huang, Ru Peng, Keming Lu, Bowen Yu, Chang Zhou, Jingren Zhou
2024EMNLPTinyChart: Efficient Chart Understanding with Program-of-Thoughts Learning and Visual Token Merging.Liang Zhang, Anwen Hu, Haiyang Xu, Ming Yan, Yichen Xu, Qin Jin, Ji Zhang, Fei Huang
2024EMNLPmGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval.Xin Zhang, Yanzhao Zhang, Dingkun Long, Wen Xie, Ziqi Dai, Jialong Tang, Huan Lin, Baosong Yang, Pengjun Xie, Fei Huang, Meishan Zhang, Wenjie Li, Min Zhang
2024EMNLPHow Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States.Zhenhong Zhou, Haiyang Yu, Xinghua Zhang, Rongwu Xu, Fei Huang, Yongbin Li
2024ICASSPLearning Discriminative Style Representations for Unsupervised and Few-Shot Artistic Portrait Drawing Generation.Junkai Fang, Nan Fang, Fei Huang, Jinglin Zhou, Maoying Qiao, Fei Gao
2024ICASSPDialCLIP: Empowering Clip As Multi-Modal Dialog Retriever.Zhichao Yin, Binyuan Hui, Min Yang, Fei Huang, Yongbin Li
2024ICMLTraining-Free Long-Context Scaling of Large Language Models.Chenxin An, Fei Huang, Jun Zhang, Shansan Gong, Xipeng Qiu, Chang Zhou, Lingpeng Kong
2024ICMLLanguage Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch.Le Yu, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li
2024IJCAIFactCHD: Benchmarking Fact-Conflicting Hallucination Detection.Xiang Chen, Duanzheng Song, Honghao Gui, Chenxi Wang, Ningyu Zhang, Yong Jiang, Fei Huang, Chengfei Lyu, Dan Zhang, Huajun Chen
2024NAACLFine-Tuning Language Models with Reward Learning on Policy.Hao Lang, Fei Huang, Yongbin Li
2024NAACLExploring Key Point Analysis with Pairwise Generation and Graph Partitioning.Xiao Li, Yong Jiang, Shen Huang, Pengjun Xie, Gong Cheng, Fei Huang
2024NAACLText Diffusion Model with Encoder-Decoder Transformers for Sequence-to-Sequence Generation.Hongyi Yuan, Zheng Yuan, Chuanqi Tan, Fei Huang, Songfang Huang
2024WWWOne-step Reach: LLM-based Keyword Generation for Sponsored Search Advertising.Yang Wang, Zheyi Sha, Kunhai Lin, Chaobing Feng, Kunhong Zhu, Lipeng Wang, Xuewu Jiao, Fei Huang, Chao Ye, Dengwu He, Zhi Guo, Shuanglong Li, Lin Liu
2023AAAIGraphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing.Jinyang Li, Binyuan Hui, Reynold Cheng, Bowen Qin, Chenhao Ma, Nan Huo, Fei Huang, Wenyu Du, Luo Si, Yongbin Li
2023AAAIAdversarial Self-Attention for Language Understanding.Hongqiu Wu, Ruixue Ding, Hai Zhao, Pengjun Xie, Fei Huang, Min Zhang
2023ACLUnified Language Representation for Question Answering over Text, Tables, and Images.Bowen Yu, Cheng Fu, Haiyang Yu, Fei Huang, Yongbin Li
2023ACLDistinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering.Qianglong Chen, Guohai Xu, Ming Yan, Ji Zhang, Fei Huang, Luo Si, Yin Zhang
2023ACLUniversal Information Extraction with Meta-Pretrained Self-Retrieval.Xin Cong, Bowen Yu, Mengcheng Fang, Tingwen Liu, Haiyang Yu, Zhongkai Hu, Fei Huang, Yongbin Li, Bin Wang
2023ACLDomain Incremental Lifelong Learning in an Open World.Yi Dai, Hao Lang, Yinhe Zheng, Bowen Yu, Fei Huang, Yongbin Li
2023ACLLong-Tailed Question Answering in an Open World.Yi Dai, Hao Lang, Yinhe Zheng, Fei Huang, Yongbin Li
2023ACLMANNER: A Variational Memory-Augmented Model for Cross Domain Few-Shot Named Entity Recognition.Jinyuan Fang, Xiaobin Wang, Zaiqiao Meng, Pengjun Xie, Fei Huang, Yong Jiang
2023ACLPEER: Pre-training ELECTRA Extended by Ranking.Ru He, Wei Wang, Songfang Huang, Fei Huang
2023ACLEntity-to-Text based Data Augmentation for various Named Entity Recognition Tasks.Xuming Hu, Yong Jiang, Aiwei Liu, Zhongqiang Huang, Pengjun Xie, Fei Huang, Lijie Wen, Philip S. Yu
2023ACLVision Language Pre-training by Contrastive Learning with Cross-Modal Similarity Regulation.Chaoya Jiang, Wei Ye, Haiyang Xu, Songfang Huang, Fei Huang, Shikun Zhang
2023ACLDecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering.Pei Ke, Fei Huang, Fei Mi, Yasheng Wang, Qun Liu, Xiaoyan Zhu, Minlie Huang
2023ACLCATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality.Liang Li, Ruiying Geng, Chengyang Fang, Bing Li, Can Ma, Rongyu Cao, Binhua Li, Fei Huang, Yongbin Li
2023ACLPaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts.Yunshui Li, Binyuan Hui, Zhichao Yin, Min Yang, Fei Huang, Yongbin Li
2023ACLMultimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark.Yuxing Long, Binyuan Hui, Caixia Yuan, Fei Huang, Yongbin Li, Xiaojie Wang
2023ACLReasoning with Language Model Prompting: A Survey.Shuofei Qiao, Yixin Ou, Ningyu Zhang, Xiang Chen, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Huajun Chen
2023ACLTransforming Visual Scene Graphs to Image Captions.Xu Yang, Jiawei Peng, Zihua Wang, Haiyang Xu, Qinghao Ye, Chenliang Li, Songfang Huang, Fei Huang, Zhangzikang Li, Yu Zhang
2023ACLHyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation.Hongyi Yuan, Zheng Yuan, Chuanqi Tan, Fei Huang, Songfang Huang
2023ACLSpeech-Text Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment.Tianshu Yu, Haoyu Gao, Ting-En Lin, Min Yang, Yuchuan Wu, Wentao Ma, Chao Wang, Fei Huang, Yongbin Li
2023ACLNaSGEC: a Multi-Domain Chinese Grammatical Error Correction Dataset from Native Speaker Texts.Yue Zhang, Bo Zhang, Haochen Jiang, Zhenghua Li, Chen Li, Fei Huang, Min Zhang
2023EMNLPImproving Seq2Seq Grammatical Error Correction via Decoding Interventions.Houquan Zhou, Yumeng Liu, Zhenghua Li, Min Zhang, Bo Zhang, Chen Li, Ji Zhang, Fei Huang
2023EMNLPExploring Large Language Models for Multi-Modal Out-of-Distribution Detection.Yi Dai, Hao Lang, Kaisheng Zeng, Fei Huang, Yongbin Li
2023EMNLPDiversify Question Generation with Retrieval-Augmented Style Transfer.Qi Gou, Zehua Xia, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li, Cam-Tu Nguyen
2023EMNLPModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models.Chenliang Li, He Chen, Ming Yan, Weizhou Shen, Haiyang Xu, Zhikai Wu, Zhicheng Zhang, Wenmeng Zhou, Yingda Chen, Chen Cheng, Hongzhu Shi, Ji Zhang, Fei Huang, Jingren Zhou
2023EMNLPAPI-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs.Minghao Li, Yingxiu Zhao, Bowen Yu, Feifan Song, Hangyu Li, Haiyang Yu, Zhoujun Li, Fei Huang, Yongbin Li
2023EMNLPImproving Question Generation with Multi-level Content Planning.Zehua Xia, Qi Gou, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li, Cam-Tu Nguyen
2023EMNLPKnowledge Rumination for Pre-trained Language Models.Yunzhi Yao, Peng Wang, Shengyu Mao, Chuanqi Tan, Fei Huang, Huajun Chen, Ningyu Zhang
2023EMNLPUReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model.Jiabo Ye, Anwen Hu, Haiyang Xu, Qinghao Ye, Ming Yan, Guohai Xu, Chenliang Li, Junfeng Tian, Qi Qian, Ji Zhang, Qin Jin, Liang He, Xin Lin, Fei Huang
2023EMNLPCausal Document-Grounded Dialogue Pre-training.Yingxiu Zhao, Bowen Yu, Bowen Li, Haiyang Yu, Jinyang Li, Chao Wang, Fei Huang, Yongbin Li, Nevin L. Zhang
2023ICCVBUS : Efficient and Effective Vision-language Pre-training with Bottom-Up Patch Summarization.Chaoya Jiang, Haiyang Xu, Wei Ye, Qinghao Ye, Chenliang Li, Ming Yan, Bin Bi, Shikun Zhang, Fei Huang, Songfang Huang
2023ICCVLearning Trajectory-Word Alignments for Video-Language Tasks.Xu Yang, Zhangzikang Li, Haiyang Xu, Hanwang Zhang, Qinghao Ye, Chenliang Li, Ming Yan, Yu Zhang, Fei Huang, Songfang Huang
2023ICCVHiTeA: Hierarchical Temporal-Aware Video-Language Pre-training.Qinghao Ye, Guohai Xu, Ming Yan, Haiyang Xu, Qi Qian, Ji Zhang, Fei Huang
2023ICDARICDAR 2023 Competition on Born Digital Video Text Question Answering.Zhibo Yang, Xiaoge Song, Sibo Song, Tong Lu, Xiang Bai, Cheng-Lin Liu, Fei Huang, Cong Yao
2023ICDMKOSA: KO Enhanced Salary Analytics based on Knowledge Graph and LLM Capabilities.Fei Huang, Yi Deng, Chen Zhang, Menghao Guo, Kai Zhan, Shanxin Sun, Jinling Jiang, Zeyi Sun, Xindong Wu
2023ICMLmPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video.Haiyang Xu, Qinghao Ye, Ming Yan, Yaya Shi, Jiabo Ye, Yuanhong Xu, Chenliang Li, Bin Bi, Qi Qian, Wei Wang, Guohai Xu, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou
2023IJCAIOne Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER.Xiang Chen, Lei Li, Shuofei Qiao, Ningyu Zhang, Chuanqi Tan, Yong Jiang, Fei Huang, Huajun Chen
2023IJCNLPMultilingual Non-Autoregressive Machine Translation without Knowledge Distillation.Chenyang Huang, Fei Huang, Zaixiang Zheng, Osmar Zaane, Hao Zhou, Lili Mou
2023SIGIRMGeo: Multi-Modal Geographic Language Model Pre-Training.Ruixue Ding, Boli Chen, Pengjun Xie, Fei Huang, Xin Li, Qiang Zhang, Yao Xu
2023SIGIRUnsupervised Dialogue Topic Segmentation with Topic-aware Contrastive Learning.Haoyu Gao, Rui Wang, Ting-En Lin, Yuchuan Wu, Min Yang, Fei Huang, Yongbin Li
2023SIGIRLarge Language Models are Versatile Decomposers: Decomposing Evidence and Questions for Table-based Reasoning.Yunhu Ye, Binyuan Hui, Min Yang, Binhua Li, Fei Huang, Yongbin Li
2022AAAIGALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection.Wanwei He, Yinpei Dai, Yinhe Zheng, Yuchuan Wu, Zheng Cao, Dermot Liu, Peng Jiang, Min Yang, Fei Huang, Luo Si, Jian Sun, Yongbin Li
2022AAAIFrom Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression.Runxin Xu, Fuli Luo, Chengyu Wang, Baobao Chang, Jun Huang, Songfang Huang, Fei Huang
2022AAAILearning to Ask for Data-Efficient Event Argument Extraction (Student Abstract).Hongbin Ye, Ningyu Zhang, Zhen Bi, Shumin Deng, Chuanqi Tan, Hui Chen, Fei Huang, Huajun Chen
2022ACLParallel Instance Query Network for Named Entity Recognition.Yongliang Shen, Xiaobin Wang, Zeqi Tan, Guangwei Xu, Pengjun Xie, Fei Huang, Weiming Lu, Yueting Zhuang
2022ACLFusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition.Zheng Yuan, Chuanqi Tan, Songfang Huang, Fei Huang
2022ACLProbing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and Efficiency.Yanyang Li, Fuli Luo, Runxin Xu, Songfang Huang, Fei Huang, Liwei Wang
2022ACLS$^4$-Tuning: A Simple Cross-lingual Sub-network Tuning Method.Runxin Xu, Fuli Luo, Baobao Chang, Songfang Huang, Fei Huang
2022ACLCBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark.Ningyu Zhang, Mosha Chen, Zhen Bi, Xiaozhuan Liang, Lei Li, Xin Shang, Kangping Yin, Chuanqi Tan, Jian Xu, Fei Huang, Luo Si, Yuan Ni, Guotong Xie, Zhifang Sui, Baobao Chang, Hui Zong, Zheng Yuan, Linfeng Li, Jun Yan, Hongying Zan, Kunli Zhang, Buzhou Tang, Qingcai Chen
2022COLINGLightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting.Xiang Chen, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen, Ningyu Zhang
2022COLINGSPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding.Wanwei He, Yinpei Dai, Binyuan Hui, Min Yang, Zheng Cao, Jianbo Dong, Fei Huang, Luo Si, Yongbin Li
2022COLINGSUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers.Bowen Qin, Lihan Wang, Binyuan Hui, Bowen Li, Xiangpeng Wei, Binhua Li, Fei Huang, Luo Si, Min Yang, Yongbin Li
2022EMNLPSTAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing.Zefeng Cai, Xiangyu Li, Binyuan Hui, Min Yang, Bowen Li, Binhua Li, Zheng Cao, Weijie Li, Fei Huang, Luo Si, Yongbin Li
2022EMNLPDoc2Bot: Accessing Heterogeneous Documents via Conversational Bots.Haomin Fu, Yeqin Zhang, Haiyang Yu, Jian Sun, Fei Huang, Luo Si, Yongbin Li, Cam-Tu Nguyen
2022EMNLPTowards Generalizable and Robust Text-to-SQL Parsing.Chang Gao, Bowen Li, Wenxuan Zhang, Wai Lam, Binhua Li, Fei Huang, Luo Si, Yongbin Li
2022EMNLPEstimating Soft Labels for Out-of-Domain Intent Detection.Hao Lang, Yinhe Zheng, Jian Sun, Fei Huang, Luo Si, Yongbin Li
2022EMNLPDial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings.Che Liu, Rui Wang, Junfeng Jiang, Yongbin Li, Fei Huang
2022EMNLPmPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections.Chenliang Li, Haiyang Xu, Junfeng Tian, Wei Wang, Ming Yan, Bin Bi, Jiabo Ye, He Chen, Guohai Xu, Zheng Cao, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou, Luo Si
2022EMNLPChaining Simultaneous Thoughts for Numerical Reasoning.Zhihong Shao, Fei Huang, Minlie Huang
2022EMNLPForging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning.Hongqiu Wu, Ruixue Ding, Hai Zhao, Boli Chen, Pengjun Xie, Fei Huang, Min Zhang
2022ICASSPAISHELL-NER: Named Entity Recognition from Chinese Speech.Boli Chen, Guangwei Xu, Xiaobin Wang, Pengjun Xie, Meishan Zhang, Fei Huang
2022ICLRDifferentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners.Ningyu Zhang, Luoqiu Li, Xiang Chen, Shumin Deng, Zhen Bi, Chuanqi Tan, Fei Huang, Huajun Chen
2022ICMLOn the Learning of Non-Autoregressive Transformers.Fei Huang, Tianhua Tao, Hao Zhou, Lei Li, Minlie Huang
2022ICMLDirected Acyclic Transformer for Non-Autoregressive Machine Translation.Fei Huang, Hao Zhou, Yang Liu, Hang Li, Minlie Huang
2022IJCAIMeta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting.Mingyang Chen, Wen Zhang, Zhen Yao, Xiangnan Chen, Mengxiao Ding, Fei Huang, Huajun Chen
2022KDDDuplex Conversation: Towards Human-like Interaction in Spoken Dialogue Systems.Ting-En Lin, Yuchuan Wu, Fei Huang, Luo Si, Jian Sun, Yongbin Li
2022KDDProton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing.Lihan Wang, Bowen Qin, Binyuan Hui, Bowen Li, Min Yang, Bailin Wang, Binhua Li, Jian Sun, Fei Huang, Luo Si, Yongbin Li
2022NAACLMuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction.Yue Zhang, Zhenghua Li, Zuyi Bao, Jiacheng Li, Bo Zhang, Chen Li, Fei Huang, Min Zhang
2022NAACLGood Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction.Xiang Chen, Ningyu Zhang, Lei Li, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen
2022WWWKnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction.Xiang Chen, Ningyu Zhang, Xin Xie, Shumin Deng, Yunzhi Yao, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen
2022SIGIRRelation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning.Xiang Chen, Lei Li, Ningyu Zhang, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen
2022SIGIRHybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion.Xiang Chen, Ningyu Zhang, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen
2022SIGIRUnified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation.Wanwei He, Yinpei Dai, Min Yang, Jian Sun, Fei Huang, Luo Si, Yongbin Li
2021AAAINested Named Entity Recognition with Partially-Observed TreeCRFs.Yao Fu, Chuanqi Tan, Mosha Chen, Songfang Huang, Fei Huang
2021AAAIDynamic Hybrid Relation Exploration Network for Cross-Domain Context-Dependent Semantic Parsing.Binyuan Hui, Ruiying Geng, Qiyu Ren, Binhua Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Pengfei Zhu, Xiaodan Zhu
2021AAAIKnowledge-aware Named Entity Recognition with Alleviating Heterogeneity.Binling Nie, Ruixue Ding, Pengjun Xie, Fei Huang, Chen Qian, Luo Si
2021AAAIUnsupervised Learning of Deterministic Dialogue Structure with Edge-Enhanced Graph Auto-Encoder.Yajing Sun, Yong Shan, Chengguang Tang, Yue Hu, Yinpei Dai, Jing Yu, Jian Sun, Fei Huang, Luo Si
2021AAAIBridging the Domain Gap: Improve Informal Language Translation via Counterfactual Domain Adaptation.Ke Wang, Guandan Chen, Zhongqiang Huang, Xiaojun Wan, Fei Huang
2021AAAIContrastive Triple Extraction with Generative Transformer.Hongbin Ye, Ningyu Zhang, Shumin Deng, Mosha Chen, Chuanqi Tan, Fei Huang, Huajun Chen
2021ACLPreview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking.Yinpei Dai, Hangyu Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Xiaodan Zhu
2021ACLOntoED: Low-resource Event Detection with Ontology Embedding.Shumin Deng, Ningyu Zhang, Luoqiu Li, Hui Chen, Huaixiao Tou, Mosha Chen, Fei Huang, Huajun Chen
2021ACLNAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style Transfer.Fei Huang, Zikai Chen, Chen Henry Wu, Qihan Guo, Xiaoyan Zhu, Minlie Huang
2021ACLMulti-View Cross-Lingual Structured Prediction with Minimum Supervision.Zechuan Hu, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu
2021ACLRisk Minimization for Zero-shot Sequence Labeling.Zechuan Hu, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu
2021ACLStructuralLM: Structural Pre-training for Form Understanding.Chenliang Li, Bin Bi, Ming Yan, Wei Wang, Songfang Huang, Fei Huang, Luo Si
2021ACLVECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation.Fuli Luo, Wei Wang, Jiahao Liu, Yijia Liu, Bin Bi, Songfang Huang, Fei Huang, Luo Si
2021ACLA Semantic-based Method for Unsupervised Commonsense Question Answering.Yilin Niu, Fei Huang, Jiaming Liang, Wenkai Chen, Xiaoyan Zhu, Minlie Huang
2021ACLImproving Named Entity Recognition by External Context Retrieving and Cooperative Learning.Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu
2021ACLAutomated Concatenation of Embeddings for Structured Prediction.Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu
2021ACLStructural Knowledge Distillation: Tractably Distilling Information for Structured Predictor.Xinyu Wang, Yong Jiang, Zhaohui Yan, Zixia Jia, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu
2021ACLE2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning.Haiyang Xu, Ming Yan, Chenliang Li, Bin Bi, Songfang Huang, Wenming Xiao, Fei Huang
2021EMNLPWord Reordering for Zero-shot Cross-lingual Structured Prediction.Tao Ji, Yong Jiang, Tao Wang, Zhongqiang Huang, Fei Huang, Yuanbin Wu, Xiaoling Wang
2021EMNLPA Unified Encoding of Structures in Transition Systems.Tao Ji, Yong Jiang, Tao Wang, Zhongqiang Huang, Fei Huang, Yuanbin Wu, Xiaoling Wang
2021EMNLPDialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings.Che Liu, Rui Wang, Jinghua Liu, Jian Sun, Fei Huang, Luo Si
2021EMNLPRethinking Denoised Auto-Encoding in Language Pre-Training.Fuli Luo, Pengcheng Yang, Shicheng Li, Xuancheng Ren, Xu Sun, Songfang Huang, Fei Huang
2021EMNLPMuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations.Xinyin Ma, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Weiming Lu
2021EMNLPRaise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning.Runxin Xu, Fuli Luo, Zhiyuan Zhang, Chuanqi Tan, Baobao Chang, Songfang Huang, Fei Huang
2021ETFAA Preliminary Prototype Based on Biological Mimicry for Hardware Data Acquisition.Tao Zheng, Zuyao Meng, Qing Gu, Fei Huang, Mikael Gidlund
2021ICLRPrototypical Representation Learning for Relation Extraction.Ning Ding, Xiaobin Wang, Yao Fu, Guangwei Xu, Rui Wang, Pengjun Xie, Ying Shen, Fei Huang, Haitao Zheng, Rui Zhang
2021IJCAIAutomatically Paraphrasing via Sentence Reconstruction and Round-trip Translation.Zilu Guo, Zhongqiang Huang, Kenny Q. Zhu, Guandan Chen, Kaibo Zhang, Boxing Chen, Fei Huang
2021IJCAIDocument-level Relation Extraction as Semantic Segmentation.Ningyu Zhang, Xiang Chen, Xin Xie, Shumin Deng, Chuanqi Tan, Mosha Chen, Fei Huang, Luo Si, Huajun Chen
2021NAACLA Unified Span-Based Approach for Opinion Mining with Syntactic Constituents.Qingrong Xia, Bo Zhang, Rui Wang, Zhenghua Li, Yue Zhang, Fei Huang, Luo Si, Min Zhang
2021SIGIRRelational Learning with Gated and Attentive Neighbor Aggregator for Few-Shot Knowledge Graph Completion.Guanglin Niu, Yang Li, Chengguang Tang, Ruiying Geng, Jian Dai, Qiao Liu, Hao Wang, Jian Sun, Fei Huang, Luo Si
2020AAAIKnowing What, How and Why: A Near Complete Solution for Aspect-Based Sentiment Analysis.Haiyun Peng, Lu Xu, Lidong Bing, Fei Huang, Wei Lu, Luo Si
2020AAAIBoundary Enhanced Neural Span Classification for Nested Named Entity Recognition.Chuanqi Tan, Wei Qiu, Mosha Chen, Rui Wang, Fei Huang
2020ACLA Joint Neural Model for Information Extraction with Global Features.Ying Lin, Heng Ji, Fei Huang, Lingfei Wu
2020ACLStructure-Level Knowledge Distillation For Multilingual Sequence Labeling.Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Fei Huang, Kewei Tu
2020EMNLPMore Embeddings, Better Sequence Labelers?Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu
2020EMNLPPALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation.Bin Bi, Chenliang Li, Chen Wu, Ming Yan, Wei Wang, Songfang Huang, Fei Huang, Luo Si
2020EMNLPAn Investigation of Potential Function Designs for Neural CRF.Zechuan Hu, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu
2020EMNLPAIN: Fast and Accurate Sequence Labeling with Approximate Inference Network.Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu
2020EMNLPAspect Sentiment Classification with Aspect-Specific Opinion Spans.Lu Xu, Lidong Bing, Wei Lu, Fei Huang
2020EMNLPOpenUE: An Open Toolkit of Universal Extraction from Text.Ningyu Zhang, Shumin Deng, Zhen Bi, Haiyang Yu, Jiacheng Yang, Mosha Chen, Fei Huang, Wei Zhang, Huajun Chen
2020IJCAILearning with Noise: Improving Distantly-Supervised Fine-grained Entity Typing via Automatic Relabeling.Haoyu Zhang, Dingkun Long, Guangwei Xu, Muhua Zhu, Pengjun Xie, Fei Huang, Ji Wang
2020PSBMany-to-One Binding by Intrinsically Disordered Protein Regions.Wei-Lun Alterovitz, Eshel Faraggi, Christopher J. Oldfield, Jingwei Meng, Bin Xue, Fei Huang, Pedro Romero, Andrzej Kloczkowski, Vladimir N. Uversky, A. Keith Dunker
2020SACEvent ticket price prediction with deep neural network on spatial-temporal sparse data.Fei Huang, Hao Huang
2019CVPRUnsupervised Multi-Modal Neural Machine Translation.Yuanhang Su, Kai Fan, Nguyen Bach, C.-C. Jay Kuo, Fei Huang
2019EMNLPARAML: A Stable Adversarial Training Framework for Text Generation.Pei Ke, Fei Huang, Minlie Huang, Xiaoyan Zhu
2019InterspeechNoisy BiLSTM-Based Models for Disfluency Detection.Nguyen Bach, Fei Huang
2017SIGIRA Hierarchical Multimodal Attention-based Neural Network for Image Captioning.Yong Cheng, Fei Huang, Lian Zhou, Cheng Jin, Yuejie Zhang, Tao Zhang
2017SIGIRDeep Multimodal Embedding Model for Fine-grained Sketch-based Image Retrieval.Fei Huang, Yong Cheng, Cheng Jin, Yuejie Zhang, Tao Zhang
2016AMTABilingual Methods for Adaptive Training Data Selection for Machine Translation.Boxing Chen, Roland Kuhn, George F. Foster, Colin Cherry, Fei Huang
2016COLINGUsing Relevant Public Posts to Enhance News Article Summarization.Chen Li, Zhongyu Wei, Yang Liu, Yang Jin, Fei Huang
2016CoNLLSemi-supervised Convolutional Networks for Translation Adaptation with Tiny Amount of In-domain Data.Boxing Chen, Fei Huang
2016ECAIA Novel Cross-Modal Topic Correlation Model for Cross-Media Retrieval.Yong Cheng, Fei Huang, Cheng Jin, Yuejie Zhang, Tao Zhang
2016ECAIEnhancing Sketch-Based Image Retrieval via Deep Discriminative Representation.Fei Huang, Yong Cheng, Cheng Jin, Yuejie Zhang, Tao Zhang
2015EMNLPImproved Arabic Dialect Classification with Social Media Data.Fei Huang
2014ACLAdaptive HTER Estimation for Document-Specific MT Post-Editing.Fei Huang, Jian-Ming Xu, Abraham Ittycheriah, Salim Roukos
2014EACLImproving Word Alignment Using Linguistic Code Switching Data.Fei Huang, Alexander Yates
2014PIMRCDeadline-aware adaptive packet scheduling and transmission in cooperative wireless networks.Lu Zhang, Yao Yu, Fei Huang, Qingyang Song, Lei Guo, Shiqiang Wang
2013ACLGeneralized Reordering Rules for Improved SMT.Fei Huang, Cezar Pendus
2013DASFAAConsistent Query Answering Based on Repairing Inconsistent Attributes with Nulls.Jie Liu, Dan Ye, Jun Wei, Fei Huang, Hua Zhong
2013ICMVStudy on dynamic services composition of web services based on BPEL.Jinyue Gao, Fei Huang, Gongxuan Zhang
2013WCNCCoverage performance and comparison between broadcasting and cellular systems.Fei Huang, Liu Zhen, Yun Rui, Dongdong Wei, Mingqi Li
2013WCNCMethods of time slicing and mapping for next generation broadcasting-wireless.Ying Yang, Xiangbin Yu, Jinfeng Tian, Yajun Kou, Fei Huang, Mingqi Li
2012CIKMJoint bilingual name tagging for parallel corpora.Qi Li, Haibo Li, Heng Ji, Wen Wang, Jing Zheng, Fei Huang
2012EMNLPBiased Representation Learning for Domain Adaptation.Fei Huang, Alexander Yates
2012PSBIntrinsic Protein Disorder and Protein-Protein Interactions.Wei-Lun Hsu, Christopher J. Oldfield, Jingwei Meng, Fei Huang, Bin Xue, Vladimir N. Uversky, Pedro Romero, A. Keith Dunker
2012PSBSubclassifying Disordered Proteins by the CH-CDF Plot Method.Fei Huang, Christopher J. Oldfield, Jingwei Meng, Wei-Lun Hsu, Bin Xue, Vladimir N. Uversky, Pedro Romero, A. Keith Dunker
2011ACLGoodness: A Method for Measuring Machine Translation Confidence.Nguyen Bach, Fei Huang, Yaser Al-Onaizan
2011CoNLLLanguage Models as Representations for Weakly Supervised NLP Tasks.Fei Huang, Alexander Yates, Arun Ahuja, Doug Downey
2011ISNNCombined Three Feature Selection Mechanisms with LVQ Neural Network for Colon Cancer Diagnosis.Tianlei Zang, Dayun Zou, Fei Huang, Ning Shen
2010ACLOpen-Domain Semantic Role Labeling by Modeling Word Spans.Fei Huang, Alexander Yates
2010COLINGFeature-Rich Discriminative Phrase Rescoring for SMT.Fei Huang, Bing Xiang
2010OPODISOn Minimizing Average End-to-End Delay in P2P Live Streaming Systems.Fei Huang, Maleq Khan, Binoy Ravindran
2009ACLConfidence Measure for Word Alignment.Fei Huang
2009ACLDistributional Representations for Handling Sparsity in Supervised Sequence-Labeling.Fei Huang, Alexander Yates
2009HCICross-Cultural Design and Evaluation of the Apple iPhone.Michael A. Oren, Utkarsh Seth, Fei Huang, Sunghyun Kang
2008EMNLPWhen Harry Met Harri: Cross-lingual Name Spelling Normalization.Fei Huang, Ahmad Emami, Imed Zitouni
2008EUCRT-P2P: A Scalable Real-Time Peer-to-Peer System with Probabilistic Timing Assurances.Fei Huang, Binoy Ravindran, E. Douglas Jensen
2008GLOBECOMAdjustable Transmission Power in Wireless Ad Hoc Networks with Smart Antennas.Fei Huang, Victor O. K. Li, Ka-Cheong Leung
2008ICECCSIntegrated Real-Time Scheduling and Communication with Probabilistic Timing Assurances in Unreliable Distributed Systems.Fei Huang, Kai Han, Binoy Ravindran, E. Douglas Jensen
2008MOBIHOCAlgorithms for balancing energy consumption in wireless sensor networks.Bo Sun, Suixiang Gao, Rui Chi, Fei Huang
2008WCNCA Generic Analytical Model of Packet Combining in Wireless Sensor Networks.Fei Huang, Yao Liang
2007EMNLPHierarchical System Combination for Machine Translation.Fei Huang, Kishore Papineni
2007MASSTowards Energy Optimization in Environmental Wireless Sensor Networks for Lossless and Reliable Data Gathering.Fei Huang, Yao Liang
2006ISCASA novel electronic architecture used to support biomedical photo-acoustic imaging.Anastasios Maurudis, Fei Huang, Diego Castillo, Puyun Guo, Shikui Yan, Quing Zhu
2005AAAIClustering and Classifying Person Names by Origin.Fei Huang, Stephan Vogel, Alex Waibel
2005NAACLCluster-specific Named Entity Transliteration.Fei Huang
2005NAACLMining Key Phrase Translations from Web Corpora.Fei Huang, Ying Zhang, Stephan Vogel
2005SIGIRMining translations of OOV terms from the web through cross-lingual query expansion.Ying Zhang, Fei Huang, Stephan Vogel
2004NAACLImproving Named Entity Translation Combining Phonetic and Semantic Similarities.Fei Huang, Stephan Vogel, Alex Waibel
2003ACLAutomatic Extraction of Named Entity Translingual Equivalence Based on Multi-Feature Cost Minimization.Fei Huang, Stephan Vogel, Alex Waibel
2002ICMIImproved Named Entity Translation and Bilingual Named Entity Extraction.Fei Huang, Stephan Vogel
2002ISCASPhysical synthesis for ASIC datapath circuits.Terry Tao Ye, Samit Chaudhuri, Fei Huang, Hamid Savoj, Giovanni De Micheli
2000InterspeechDialogue management for multimodal user registration.Fei Huang, Jie Yang, Alex Waibel