Zhen Wu

According to our database, Zhen Wu authored at least 55 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Harmonizing Large Language Models with Collaborative Behavioral Signals for Conversational Recommendation.

Guanrong Li, Kuo Tian, Jinnan Qi, Qinghan Fu, Zhen Wu, Xinyu Dai

CoRR, March, 2025

Counterfactual Language Reasoning for Explainable Recommendation Systems.

Guanrong Li, Haolin Yang, Xinyu Liu, Zhen Wu, Xinyu Dai

CoRR, March, 2025

PersuasiveToM: A Benchmark for Evaluating Machine Theory of Mind in Persuasive Dialogues.

Fangxu Yu, Lai Jiang, Shenyi Huang, Zhen Wu, Xinyu Dai

CoRR, February, 2025

Rethinking Relation Extraction: Beyond Shortcuts to Generalization with a Debiased Benchmark.

Liang He, Yougang Chu, Zhen Wu, Jianbing Zhang, Xinyu Dai, Jiajun Chen

CoRR, January, 2025

Beyond Verbal Cues: Emotional Contagion Graph Network for Causal Emotion Entailment.

Fangxu Yu, Junjie Guo, Zhen Wu, Xinyu Dai

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

GePBench: Evaluating Fundamental Geometric Perception for Multimodal Large Language Models.

Shangyu Xing, Changhao Xiang, Yuteng Han, Yifan Yue, Zhen Wu, Xinyu Liu, Zhangtai Wu, Fei Zhao, 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, Wei Ye, Wenyuan Xu, Yue Zhang, Xinyu Dai, Shikun Zhang, Qingsong Wen

CoRR, 2024

Extroversion or Introversion? Controlling The Personality of Your Large Language Models.

Yanquan Chen, Zhen Wu, Junjie Guo, Shujian Huang, Xinyu Dai

CoRR, 2024

AlignGPT: Multi-modal Large Language Models with Adaptive Alignment Capability.

Fei Zhao, Taotian Pang, Chunhui Li, Zhen Wu, Junjie Guo, Shangyu Xing, Xinyu Dai

CoRR, 2024

Knowledge-aware Dual-side Attribute-enhanced Recommendation.

Taotian Pang, Xingyu Lou, Fei Zhao, Zhen Wu, Kuiyao Dong, Qiuying Peng, Yue Qi, Xinyu Dai

CoRR, 2024

AutoSurvey: Large Language Models Can Automatically Write Surveys.

Yidong Wang, Qi Guo, Wenjin Yao, Hongbo Zhang, Xin Zhang, Zhen Wu, Meishan Zhang, Xinyu Dai, Min Zhang, Qingsong Wen, Wei Ye, Shikun Zhang, Yue Zhang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Emotion-Anchored Contrastive Learning Framework for Emotion Recognition in Conversation.

Fangxu Yu, Junjie Guo, Zhen Wu, Xinyu Dai

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Focus & Gating: A Multimodal Approach for Unveiling Relations in Noisy Social Media.

Liang He, Hongke Wang, Zhen Wu, Jianbing Zhang, Xinyu Dai, Jiajun Chen

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

EFUF: Efficient Fine-Grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models.

Shangyu Xing, Fei Zhao, Zhen Wu, Tuo An, Weihao Chen, Chunhui Li, Jianbing Zhang, Xinyu Dai

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Dr3: Ask Large Language Models Not to Give Off-Topic Answers in Open Domain Multi-Hop Question Answering.

Yuan Gao, Yiheng Zhu, Yuanbin Cao, Yinzhi Zhou, Zhen Wu, Yujie Chen, Shenglan Wu, Haoyuan Hu, Xinyu Dai

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

A Two-Agent Game for Zero-shot Relation Triplet Extraction.

Ting Xu, Haiqin Yang, Fei Zhao, Zhen Wu, Xinyu Dai

Proceedings of the Findings of the Association for Computational Linguistics, 2024

MultiSQL: A Schema-Integrated Context-Dependent Text2SQL Dataset with Diverse SQL Operations.

Chunhui Li, Yifan Wang, Zhen Wu, Zhen Yu, Fei Zhao, Shujian Huang, Xinyu Dai

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Label-Correction Capsule Network for Hierarchical Text Classification.

Fei Zhao, Zhen Wu, Liang He, Xin-Yu Dai

IEEE ACM Trans. Audio Speech Lang. Process., 2023

FOAL: Fine-grained Contrastive Learning for Cross-domain Aspect Sentiment Triplet Extraction.

Ting Xu, Zhen Wu, Huiyun Yang, Xinyu Dai

CoRR, 2023

Towards Better Chain-of-Thought Prompting Strategies: A Survey.

Zihan Yu, Liang He, Zhen Wu, Xinyu Dai, Jiajun Chen

CoRR, 2023

Dynamic Demonstrations Controller for In-Context Learning.

Fei Zhao, Taotian Pang, Zhen Wu, Zheng Ma, Shujian Huang, Xinyu Dai

CoRR, 2023

IDOS: A Unified Debiasing Method via Word Shuffling.

Yuanhang Tang, Yawen Ouyang, Zhen Wu, Baohua Zhang, Jiaying Zhang, Xinyu Dai

Proceedings of the Natural Language Processing and Chinese Computing, 2023

Episode-Based Prompt Learning for Any-Shot Intent Detection.

Pengfei Sun, Dingjie Song, Yawen Ouyang, Zhen Wu, Xinyu Dai

Proceedings of the Natural Language Processing and Chinese Computing, 2023

DRIN: Dynamic Relation Interactive Network for Multimodal Entity Linking.

Shangyu Xing, Fei Zhao, Zhen Wu, Chunhui Li, Jianbing Zhang, Xinyu Dai

Proceedings of the 31st ACM International Conference on Multimedia, 2023

MORE: A Multimodal Object-Entity Relation Extraction Dataset with a Benchmark Evaluation.

Liang He, Hongke Wang, Yongchang Cao, Zhen Wu, Jianbing Zhang, Xinyu Dai

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Make BERT-based Chinese Spelling Check Model Enhanced by Layerwise Attention and Gaussian Mixture Model.

Yongchang Cao, Liang He, Zhen Wu, Xinyu Dai

Proceedings of the International Joint Conference on Neural Networks, 2023

FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning.

Yidong Wang, Hao Chen, Qiang Heng, Wenxin Hou, Yue Fan, Zhen Wu, Jindong Wang, Marios Savvides, Takahiro Shinozaki, Bhiksha Raj, Bernt Schiele, Xing Xie

Proceedings of the Eleventh International Conference on Learning Representations, 2023

An Empirical Study and Improvement for Speech Emotion Recognition.

Zhen Wu, Yizhe Lu, Xinyu Dai

Proceedings of the IEEE International Conference on Acoustics, 2023

M2DF: Multi-grained Multi-curriculum Denoising Framework for Multimodal Aspect-based Sentiment Analysis.

Fei Zhao, Chunhui Li, Zhen Wu, Yawen Ouyang, Jianbing Zhang, Xinyu Dai

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

A Sequence-to-Structure Approach to Document-level Targeted Sentiment Analysis.

Nan Song, Hongjie Cai, Rui Xia, Jianfei Yu, Zhen Wu, Xinyu Dai

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Addressing Linguistic Bias through a Contrastive Analysis of Academic Writing in the NLP Domain.

Robert Ridley, Zhen Wu, Jianbing Zhang, Shujian Huang, Xinyu Dai

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Debias NLU Datasets via Training-free Perturbations.

Qi Guo, Yuanhang Tang, Yawen Ouyang, Zhen Wu, Xinyu Dai

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Measuring Your ASTE Models in The Wild: A Diversified Multi-domain Dataset For Aspect Sentiment Triplet Extraction.

Ting Xu, Huiyun Yang, Zhen Wu, Jiaze Chen, Fei Zhao, Xinyu Dai

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

On Prefix-tuning for Lightweight Out-of-distribution Detection.

Yawen Ouyang, Yongchang Cao, Yuan Gao, Zhen Wu, Jianbing Zhang, Xinyu Dai

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Pairwise tagging framework for end-to-end emotion-cause pair extraction.

Zhen Wu, Xinyu Dai, Rui Xia

Frontiers Comput. Sci., 2022

USB: A Unified Semi-supervised Learning Benchmark.

Yidong Wang, Hao Chen, Yue Fan, Wang Sun, Ran Tao, Wenxin Hou, Renjie Wang, Linyi Yang, Zhi Zhou, Lan-Zhe Guo, Heli Qi, Zhen Wu, Yufeng Li, Satoshi Nakamura, Wei Ye, Marios Savvides, Bhiksha Raj, Takahiro Shinozaki, Bernt Schiele, Jindong Wang, Xing Xie, Yue Zhang

CoRR, 2022

FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning.

Yidong Wang, Hao Chen, Qiang Heng, Wenxin Hou, Yue Fan, Zhen Wu, Marios Savvides, Takahiro Shinozaki, Bhiksha Raj, Bernt Schiele

CoRR, 2022

SPRoBERTa: protein embedding learning with local fragment modeling.

Lijun Wu, Chengcan Yin, Jinhua Zhu, Zhen Wu, Liang He, Yingce Xia, Shufang Xie, Tao Qin, Tie-Yan Liu

Briefings Bioinform., 2022

USB: A Unified Semi-supervised Learning Benchmark for Classification.

Yidong Wang, Hao Chen, Yue Fan, Wang Sun, Ran Tao, Wenxin Hou, Renjie Wang, Linyi Yang, Zhi Zhou, Lan-Zhe Guo, Heli Qi, Zhen Wu, Yufeng Li, Satoshi Nakamura, Wei Ye, Marios Savvides, Bhiksha Raj, Takahiro Shinozaki, Bernt Schiele, Jindong Wang, Xing Xie, Yue Zhang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learning from Different text-image Pairs: A Relation-enhanced Graph Convolutional Network for Multimodal NER.

Fei Zhao, Chunhui Li, Zhen Wu, Shangyu Xing, Xinyu Dai

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Label-Driven Denoising Framework for Multi-Label Few-Shot Aspect Category Detection.

Fei Zhao, Yuchen Shen, Zhen Wu, Xinyu Dai

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Learning from Adjective-Noun Pairs: A Knowledge-enhanced Framework for Target-Oriented Multimodal Sentiment Classification.

Fei Zhao, Zhen Wu, Siyu Long, Xinyu Dai, Shujian Huang, Jiajun Chen

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Exploiting Unlabeled Data for Target-Oriented Opinion Words Extraction.

Yidong Wang, Hao Wu, Ao Liu, Wenxin Hou, Zhen Wu, Jindong Wang, Takahiro Shinozaki, Manabu Okumura, Yue Zhang

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Towards Multi-label Unknown Intent Detection.

Yawen Ouyang, Zhen Wu, Xinyu Dai, Shujian Huang, Jiajun Chen

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Margin Calibration for Long-Tailed Visual Recognition.

Yidong Wang, Bowen Zhang, Wenxin Hou, Zhen Wu, Jindong Wang, Takahiro Shinozaki

Proceedings of the Asian Conference on Machine Learning, 2022

2021

UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost.

Zhen Wu, Lijun Wu, Qi Meng, Yingce Xia, Shufang Xie, Tao Qin, Xinyu Dai, Tie-Yan Liu

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

2020

Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction.

Zhen Wu, Chengcan Ying, Fei Zhao, Zhifang Fan, Xinyu Dai, Rui Xia

CoRR, 2020

Opinion Transmission Network for Jointly Improving Aspect-Oriented Opinion Words Extraction and Sentiment Classification.

Chengcan Ying, Zhen Wu, Xinyu Dai, Shujian Huang, Jiajun Chen

Proceedings of the Natural Language Processing and Chinese Computing, 2020

Transformer-Based Multi-aspect Modeling for Multi-aspect Multi-sentiment Analysis.

Zhen Wu, Chengcan Ying, Xinyu Dai, Shujian Huang, Jiajun Chen

Proceedings of the Natural Language Processing and Chinese Computing, 2020

Grid Tagging Scheme for End-to-End Fine-grained Opinion Extraction.

Zhen Wu, Chengcan Ying, Fei Zhao, Zhifang Fan, Xinyu Dai, Rui Xia

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Attention Transfer Network for Aspect-level Sentiment Classification.

Fei Zhao, Zhen Wu, Xinyu Dai

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Latent Opinions Transfer Network for Target-Oriented Opinion Words Extraction.

Zhen Wu, Fei Zhao, Xin-Yu Dai, Shujian Huang, Jiajun Chen

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Target-oriented Opinion Words Extraction with Target-fused Neural Sequence Labeling.

Zhifang Fan, Zhen Wu, Xin-Yu Dai, Shujian Huang, Jiajun Chen

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

2018

Improving Aspect Identification with Reviews Segmentation.

Tianhao Ning, Zhen Wu, Xin-Yu Dai, Jiajun Huang, Shujian Huang, Jiajun Chen

Proceedings of the Natural Language Processing and Chinese Computing, 2018

Improving Review Representations With User Attention and Product Attention for Sentiment Classification.

Zhen Wu, Xin-Yu Dai, Cunyan Yin, Shujian Huang, Jiajun Chen

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018