Improving Review Representations With User Attention and Product Attention for Sentiment Classification. - Zhen Wu 002; Xin-Yu Dai; Cunyan Yin; Shujian Huang; Jiajun Chen 001 (AAAI, 2018)

Improving Aspect Identification with Reviews Segmentation. - Tianhao Ning; Zhen Wu 002; Xin-Yu Dai; Jiajun Huang; Shujian Huang; Jiajun Chen 001 (NLPCC (1), 2018)

Target-oriented Opinion Words Extraction with Target-fused Neural Sequence Labeling. - Zhifang Fan; Zhen Wu 002; Xin-Yu Dai; Shujian Huang; Jiajun Chen 001 (NAACL-HLT (1), 2019)

Latent Opinions Transfer Network for Target-Oriented Opinion Words Extraction. - Zhen Wu 002; Fei Zhao 012; Xin-Yu Dai; Shujian Huang; Jiajun Chen 001 (AAAI, 2020)

Attention Transfer Network for Aspect-level Sentiment Classification. - Fei Zhao 012; Zhen Wu 002; Xinyu Dai (COLING, 2020)

Grid Tagging Scheme for End-to-End Fine-grained Opinion Extraction. - Zhen Wu 002; Chengcan Ying; Fei Zhao 012; Zhifang Fan; Xinyu Dai; Rui Xia (EMNLP (Findings), 2020)

Transformer-Based Multi-aspect Modeling for Multi-aspect Multi-sentiment Analysis. - Zhen Wu 002; Chengcan Ying; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (NLPCC (2), 2020)

Opinion Transmission Network for Jointly Improving Aspect-Oriented Opinion Words Extraction and Sentiment Classification. - Chengcan Ying; Zhen Wu 002; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (NLPCC (1), 2020)

Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction. - Zhen Wu 002; Chengcan Ying; Fei Zhao 012; Zhifang Fan; Xinyu Dai; Rui Xia (CoRR, 2020)

UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost. - Zhen Wu 002; Lijun Wu 003; Qi Meng; Yingce Xia; Shufang Xie 003; Tao Qin 001; Xinyu Dai; Tie-Yan Liu (NAACL-HLT, 2021)

Margin Calibration for Long-Tailed Visual Recognition. - Yidong Wang; Bowen Zhang; Wenxin Hou; Zhen Wu 002; Jindong Wang 001; Takahiro Shinozaki (ACML, 2022)

Towards Multi-label Unknown Intent Detection. - Yawen Ouyang; Zhen Wu 002; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (COLING, 2022)

Exploiting Unlabeled Data for Target-Oriented Opinion Words Extraction. - Yidong Wang; Hao Wu 059; Ao Liu 008; Wenxin Hou; Zhen Wu 002; Jindong Wang 001; Takahiro Shinozaki; Manabu Okumura; Yue Zhang 004 (COLING, 2022)

Learning from Adjective-Noun Pairs: A Knowledge-enhanced Framework for Target-Oriented Multimodal Sentiment Classification. - Fei Zhao 012; Zhen Wu 002; Siyu Long; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (COLING, 2022)

Label-Driven Denoising Framework for Multi-Label Few-Shot Aspect Category Detection. - Fei Zhao 012; Yuchen Shen; Zhen Wu 002; Xinyu Dai (EMNLP (Findings), 2022)

Learning from Different text-image Pairs: A Relation-enhanced Graph Convolutional Network for Multimodal NER. - Fei Zhao 012; Chunhui Li; Zhen Wu 002; Shangyu Xing; Xinyu Dai (ACM Multimedia, 2022)

USB: A Unified Semi-supervised Learning Benchmark for Classification. - Yidong Wang; Hao Chen 102; Yue Fan; Wang Sun; Ran Tao 013; Wenxin Hou; Renjie Wang; Linyi Yang; Zhi Zhou 007; Lan-Zhe Guo; Heli Qi; Zhen Wu 002; et al. (NeurIPS, 2022)

SPRoBERTa: protein embedding learning with local fragment modeling. - Lijun Wu 003; Chengcan Yin; Jinhua Zhu 001; Zhen Wu 002; Liang He 010; Yingce Xia; Shufang Xie 003; Tao Qin 001; Tie-Yan Liu (Briefings Bioinform., 2022)

FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning. - Yidong Wang; Hao Chen 102; Qiang Heng; Wenxin Hou; Yue Fan; Zhen Wu 002; Marios Savvides; Takahiro Shinozaki; Bhiksha Raj; Bernt Schiele (CoRR, 2022)

USB: A Unified Semi-supervised Learning Benchmark. - Yidong Wang; Hao Chen 102; Yue Fan; Wang Sun; Ran Tao 013; Wenxin Hou; Renjie Wang; Linyi Yang; Zhi Zhou 007; Lan-Zhe Guo; Heli Qi; Zhen Wu 002; et al. (CoRR, 2022)

Pairwise tagging framework for end-to-end emotion-cause pair extraction. - Zhen Wu 002; Xinyu Dai; Rui Xia (Frontiers Comput. Sci., 2022)

On Prefix-tuning for Lightweight Out-of-distribution Detection. - Yawen Ouyang; Yongchang Cao; Yuan Gao; Zhen Wu 002; Jianbing Zhang; Xinyu Dai (ACL (1), 2023)

Measuring Your ASTE Models in The Wild: A Diversified Multi-domain Dataset For Aspect Sentiment Triplet Extraction. - Ting Xu 003; Huiyun Yang; Zhen Wu 002; Jiaze Chen; Fei Zhao 012; Xinyu Dai (ACL (Findings), 2023)

Debias NLU Datasets via Training-free Perturbations. - Qi Guo; Yuanhang Tang; Yawen Ouyang; Zhen Wu 002; Xinyu Dai (EMNLP (Findings), 2023)

Addressing Linguistic Bias through a Contrastive Analysis of Academic Writing in the NLP Domain. - Robert Ridley; Zhen Wu 002; Jianbing Zhang; Shujian Huang; Xinyu Dai (EMNLP, 2023)

A Sequence-to-Structure Approach to Document-level Targeted Sentiment Analysis. - Nan Song; Hongjie Cai; Rui Xia; Jianfei Yu; Zhen Wu 002; Xinyu Dai (EMNLP (Findings), 2023)

M2DF: Multi-grained Multi-curriculum Denoising Framework for Multimodal Aspect-based Sentiment Analysis. - Fei Zhao 012; Chunhui Li; Zhen Wu 002; Yawen Ouyang; Jianbing Zhang; Xinyu Dai (EMNLP, 2023)

An Empirical Study and Improvement for Speech Emotion Recognition. - Zhen Wu 002; Yizhe Lu; Xinyu Dai (ICASSP, 2023)

FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning. - Yidong Wang; Hao Chen 102; Qiang Heng; Wenxin Hou; Yue Fan; Zhen Wu 002; Jindong Wang 001; Marios Savvides; Takahiro Shinozaki; Bhiksha Raj; Bernt Schiele; Xing Xie 001 (ICLR, 2023)

Make BERT-based Chinese Spelling Check Model Enhanced by Layerwise Attention and Gaussian Mixture Model. - Yongchang Cao; Liang He 009; Zhen Wu 002; Xinyu Dai (IJCNN, 2023)

MORE: A Multimodal Object-Entity Relation Extraction Dataset with a Benchmark Evaluation. - Liang He 009; Hongke Wang; Yongchang Cao; Zhen Wu 002; Jianbing Zhang; Xinyu Dai (ACM Multimedia, 2023)

DRIN: Dynamic Relation Interactive Network for Multimodal Entity Linking. - Shangyu Xing; Fei Zhao 012; Zhen Wu 002; Chunhui Li; Jianbing Zhang; Xinyu Dai (ACM Multimedia, 2023)

Episode-Based Prompt Learning for Any-Shot Intent Detection. - Pengfei Sun; Dingjie Song; Yawen Ouyang; Zhen Wu 002; Xinyu Dai (NLPCC (1), 2023)

IDOS: A Unified Debiasing Method via Word Shuffling. - Yuanhang Tang; Yawen Ouyang; Zhen Wu 002; Baohua Zhang; Jiaying Zhang; Xinyu Dai (NLPCC (2), 2023)

Dynamic Demonstrations Controller for In-Context Learning. - Fei Zhao 012; Taotian Pang; Zhen Wu 002; Zheng Ma; Shujian Huang; Xinyu Dai (CoRR, 2023)

Towards Better Chain-of-Thought Prompting Strategies: A Survey. - Zihan Yu; Liang He 009; Zhen Wu 002; Xinyu Dai; Jiajun Chen 001 (CoRR, 2023)

FOAL: Fine-grained Contrastive Learning for Cross-domain Aspect Sentiment Triplet Extraction. - Ting Xu 003; Zhen Wu 002; Huiyun Yang; Xinyu Dai (CoRR, 2023)

Label-Correction Capsule Network for Hierarchical Text Classification. - Fei Zhao 012; Zhen Wu 002; Liang He 009; Xin-Yu Dai (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

MultiSQL: A Schema-Integrated Context-Dependent Text2SQL Dataset with Diverse SQL Operations. - Chunhui Li; Yifan Wang; Zhen Wu 002; Zhen Yu; Fei Zhao 012; Shujian Huang; Xinyu Dai (ACL (Findings), 2024)

A Two-Agent Game for Zero-shot Relation Triplet Extraction. - Ting Xu 003; Haiqin Yang; Fei Zhao 012; Zhen Wu 002; Xinyu Dai (ACL (Findings), 2024)

Dr3: Ask Large Language Models Not to Give Off-Topic Answers in Open Domain Multi-Hop Question Answering. - Yuan Gao; Yiheng Zhu 004; Yuanbin Cao; Yinzhi Zhou; Zhen Wu 002; Yujie Chen; Shenglan Wu; Haoyuan Hu; Xinyu Dai (LREC/COLING, 2024)

EFUF: Efficient Fine-Grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models. - Shangyu Xing; Fei Zhao 012; Zhen Wu 002; Tuo An; Weihao Chen; Chunhui Li; Jianbing Zhang; Xinyu Dai (EMNLP, 2024)

Focus & Gating: A Multimodal Approach for Unveiling Relations in Noisy Social Media. - Liang He 009; Hongke Wang; Zhen Wu 002; Jianbing Zhang; Xinyu Dai; Jiajun Chen 001 (ACM Multimedia, 2024)

Emotion-Anchored Contrastive Learning Framework for Emotion Recognition in Conversation. - Fangxu Yu; Junjie Guo; Zhen Wu 002; Xinyu Dai (NAACL-HLT (Findings), 2024)

AutoSurvey: Large Language Models Can Automatically Write Surveys. - Yidong Wang; Qi Guo; Wenjin Yao; Hongbo Zhang; Xin Zhang 097; Zhen Wu 002; Meishan Zhang; Xinyu Dai; Min Zhang 005; Qingsong Wen; Wei Ye 004; Shikun Zhang; et al. (NeurIPS, 2024)

Knowledge-aware Dual-side Attribute-enhanced Recommendation. - Taotian Pang; Xingyu Lou; Fei Zhao 012; Zhen Wu 002; Kuiyao Dong; Qiuying Peng; Yue Qi; Xinyu Dai (CoRR, 2024)

AlignGPT: Multi-modal Large Language Models with Adaptive Alignment Capability. - Fei Zhao 012; Taotian Pang; Chunhui Li; Zhen Wu 002; Junjie Guo; Shangyu Xing; Xinyu Dai (CoRR, 2024)

Extroversion or Introversion? Controlling The Personality of Your Large Language Models. - Yanquan Chen; Zhen Wu 002; Junjie Guo; Shujian Huang; Xinyu Dai (CoRR, 2024)

RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation. - Xuanwang Zhang; Yunze Song; Yidong Wang; Shuyun Tang; Xinfeng Li; Zhengran Zeng; Zhen Wu 002; Wei Ye 004; Wenyuan Xu 001; Yue Zhang 004; Xinyu Dai; Shikun Zhang; et al. (CoRR, 2024)

GePBench: Evaluating Fundamental Geometric Perception for Multimodal Large Language Models. - Shangyu Xing; Changhao Xiang; Yuteng Han; Yifan Yue; Zhen Wu 002; Xinyu Liu; Zhangtai Wu; Fei Zhao 012; Xinyu Dai (CoRR, 2024)

Beyond Verbal Cues: Emotional Contagion Graph Network for Causal Emotion Entailment. - Fangxu Yu; Junjie Guo; Zhen Wu 002; Xinyu Dai (ACL (Findings), 2025)

Rethinking Relation Extraction: Beyond Shortcuts to Generalization with a Debiased Benchmark. - Liang He 009; Yougang Chu; Zhen Wu 002; Jianbing Zhang; Xinyu Dai; Jiajun Chen 001 (CoRR, 2025)

PersuasiveToM: A Benchmark for Evaluating Machine Theory of Mind in Persuasive Dialogues. - Fangxu Yu; Lai Jiang; Shenyi Huang; Zhen Wu 002; Xinyu Dai (CoRR, 2025)

Counterfactual Language Reasoning for Explainable Recommendation Systems. - Guanrong Li; Haolin Yang; Xinyu Liu; Zhen Wu 002; Xinyu Dai (CoRR, 2025)

Harmonizing Large Language Models with Collaborative Behavioral Signals for Conversational Recommendation. - Guanrong Li; Kuo Tian; Jinnan Qi; Qinghan Fu; Zhen Wu 002; Xinyu Dai (CoRR, 2025)