Nominal Compound Chain Extraction: A New Task for Semantic-Enriched Lexical Chain. - Bobo Li 001; Hao Fei 001; Yafeng Ren; Donghong Ji (NLPCC (1), 2020)

Electronic word-of-mouth effects on studio performance leveraging attention-based model. - Yang Liu 150; Hao Fei 001; Qingguo Zeng; Bobo Li 001; Lili Ma; Donghong Ji; Joaquín B. Ordieres Meré (Neural Comput. Appl., 2020)

Rethinking Boundaries: End-To-End Recognition of Discontinuous Mentions with Pointer Networks. - Hao Fei 001; Donghong Ji; Bobo Li 001; Yijiang Liu; Yafeng Ren; Fei Li 021 (AAAI, 2021)

Encoder-Decoder Based Unified Semantic Role Labeling with Label-Aware Syntax. - Hao Fei 001; Fei Li 021; Bobo Li 001; Donghong Ji (AAAI, 2021)

End-to-end Semantic Role Labeling with Neural Transition-based Model. - Hao Fei 001; Meishan Zhang; Bobo Li 001; Donghong Ji (AAAI, 2021)

Latent Target-Opinion as Prior for Document-Level Sentiment Classification: A Variational Approach from Fine-Grained Perspective. - Hao Fei 001; Yafeng Ren; Shengqiong Wu; Bobo Li 001; Donghong Ji (WWW, 2021)

Neural transition model for aspect-based sentiment triplet extraction with triplet memory. - Shengqiong Wu; Bobo Li 001; Dongdong Xie 003; Chong Teng; Donghong Ji (Neurocomputing, 2021)

Fine-grained depression analysis based on Chinese micro-blog reviews. - Tingting Yang; Fei Li 021; Donghong Ji; Xiaohui Liang 003; Tian Xie; Shuwan Tian; Bobo Li 001; Peitong Liang (Inf. Process. Manag., 2021)

Adversarial shared-private model for cross-domain clinical text entailment recognition. - Hao Fei 001; Yuanpei Guo; Bobo Li 001; Donghong Ji; Yafeng Ren (Knowl. Based Syst., 2021)

High-Order Pair-Wise Aspect and Opinion Terms Extraction With Edge-Enhanced Syntactic Graph Convolution. - Shengqiong Wu; Hao Fei 001; Yafeng Ren; Bobo Li 001; Fei Li 021; Donghong Ji (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

OneEE: A One-Stage Framework for Fast Overlapping and Nested Event Extraction. - Hu Cao; Jingye Li; Fangfang Su; Fei Li 021; Hao Fei 001; Shengqiong Wu; Bobo Li 001; Liang Zhao 001; Donghong Ji (COLING, 2022)

LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model. - Hao Fei 001; Shengqiong Wu; Jingye Li; Bobo Li 001; Fei Li 021; Libo Qin 004; Meishan Zhang; Min Zhang 005; Tat-Seng Chua (NeurIPS, 2022)

OneEE: A One-Stage Framework for Fast Overlapping and Nested Event Extraction. - Hu Cao; Jingye Li; Fangfang Su; Fei Li 001; Hao Fei 001; Shengqiong Wu; Bobo Li 001; Liang Zhao 001; Donghong Ji (CoRR, 2022)

A Dual-Pointer guided transition system for end-to-end structured sentiment analysis with global graph reasoning. - Qiujing Xu; Bobo Li 001; Fei Li 021; Guohong Fu; Donghong Ji (Inf. Process. Manag., 2022)

Reasoning Implicit Sentiment with Chain-of-Thought Prompting. - Hao Fei 001; Bobo Li 001; Qian Liu 033; Lidong Bing; Fei Li 021; Tat-Seng Chua (ACL (2), 2023)

DiaASQ: A Benchmark of Conversational Aspect-based Sentiment Quadruple Analysis. - Bobo Li 001; Hao Fei 001; Fei Li 021; Yuhan Wu; Jinsong Zhang 001; Shengqiong Wu; Jingye Li; Yijiang Liu; Lizi Liao; Tat-Seng Chua; Donghong Ji (ACL (Findings), 2023)

Revisiting Disentanglement and Fusion on Modality and Context in Conversational Multimodal Emotion Recognition. - Bobo Li 001; Hao Fei 001; Lizi Liao; Yu Zhao 043; Chong Teng; Tat-Seng Chua; Donghong Ji; Fei Li 021 (ACM Multimedia, 2023)

Constructing Holistic Spatio-Temporal Scene Graph for Video Semantic Role Labeling. - Yu Zhao 043; Hao Fei 001; Yixin Cao 002; Bobo Li 001; Meishan Zhang; Jianguo Wei; Min Zhang 005; Tat-Seng Chua (ACM Multimedia, 2023)

DialogREC+: An Extension of DialogRE to Investigate How Much Coreference Helps Relation Extraction in Dialogs. - Yiyun Xiong; Mengwei Dai; Fei Li 021; Hao Fei 001; Bobo Li 001; Shengqiong Wu; Donghong Ji; Chong Teng (NLPCC (1), 2023)

ECQED: Emotion-Cause Quadruple Extraction in Dialogs. - Li Zheng; Donghong Ji; Fei Li 021; Hao Fei 001; Shengqiong Wu; Jingye Li; Bobo Li 001; Chong Teng (CoRR, 2023)

DialogRE^C+: An Extension of DialogRE to Investigate How Much Coreference Helps Relation Extraction in Dialogs. - Yiyun Xiong; Mengwei Dai; Fei Li 021; Hao Fei 001; Bobo Li 001; Shengqiong Wu; Donghong Ji; Chong Teng (CoRR, 2023)

Chinese Event Discourse Deixis Resolution: Design of the Dataset and Model. - Dongdong Xie 003; Fei Li 021; Bobo Li 001; Chong Teng; Donghong Ji; Meishan Zhang (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

Harnessing Holistic Discourse Features and Triadic Interaction for Sentiment Quadruple Extraction in Dialogues. - Bobo Li 001; Hao Fei 001; Lizi Liao; Yu Zhao 043; Fangfang Su; Fei Li 021; Donghong Ji (AAAI, 2024)

Reverse Multi-Choice Dialogue Commonsense Inference with Graph-of-Thought. - Li Zheng; Hao Fei 001; Fei Li 021; Bobo Li 001; Lizi Liao; Donghong Ji; Chong Teng (AAAI, 2024)

Harvesting Events from Multiple Sources: Towards a Cross-Document Event Extraction Paradigm. - Qiang Gao 008; Zixiang Meng; Bobo Li 001; Jun Zhou; Fei Li 021; Chong Teng; Donghong Ji (ACL (Findings), 2024)

Refining and Synthesis: A Simple yet Effective Data Augmentation Framework for Cross-Domain Aspect-based Sentiment Analysis. - Haining Wang; Kang He 005; Bobo Li 001; Lei Chen; Fei Li 021; Xu Han; Chong Teng; Donghong Ji (ACL (Findings), 2024)

Revisiting Structured Sentiment Analysis as Latent Dependency Graph Parsing. - Chengjie Zhou; Bobo Li 001; Hao Fei 001; Fei Li 021; Chong Teng; Donghong Ji (ACL (1), 2024)

What Factors Influence LLMs' Judgments? A Case Study on Question Answering. - Lei Chen; Bobo Li 001; Li Zheng; Haining Wang; Zixiang Meng; Runfeng Shi; Hao Fei 001; Jun Zhou; Fei Li 021; Chong Teng; Donghong Ji (LREC/COLING, 2024)

Enhancing Cross-Document Event Coreference Resolution by Discourse Structure and Semantic Information. - Qiang Gao 008; Bobo Li 001; Zixiang Meng; Yunlong Li; Jun Zhou; Fei Li 021; Chong Teng; Donghong Ji (LREC/COLING, 2024)

XFashion: Character Animation Generation via Facial-enhanced and Granularly Controlling. - Yu Zhao 043; Bobo Li 001; Hao Fei 001 (HCMA@MM, 2024)

Advancing Urdu NLP: Aspect-Based Sentiment Analysis with Graph Attention Networks. - Kamran Aziz; Donghong Ji; Bobo Li 001; Fei Li 021; Jun Zhou (IJCNN, 2024)

PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis. - Meng Luo 010; Hao Fei 001; Bobo Li 001; Shengqiong Wu; Qian Liu 012; Soujanya Poria; Erik Cambria; Mong-Li Lee; Wynne Hsu (ACM Multimedia, 2024)

SpeechEE: A Novel Benchmark for Speech Event Extraction. - Bin Wang 004; Meishan Zhang; Hao Fei 001; Yu Zhao 043; Bobo Li 001; Shengqiong Wu; Wei Ji 008; Min Zhang 005 (ACM Multimedia, 2024)

The ACM Multimedia 2024 Viual Spatial Description Grand Challenge. - Yu Zhao 043; Hao Fei 001; Bobo Li 001; Meishan Zhang; Min Zhang 005 (ACM Multimedia, 2024)

Actively Learn from LLMs with Uncertainty Propagation for Generalized Category Discovery. - Jinggui Liang; Lizi Liao; Hao Fei 001; Bobo Li 001; Jing Jiang 001 (NAACL-HLT, 2024)

Overview of the NLPCC 2024 Shared Task 2: Nominal Compound Chain Extraction. - Bobo Li 001; Hao Fei 001; Fei Li 021; Donghong Ji (NLPCC (5), 2024)

Generative Dialogue Sentiment and Act Recognition with Feature Denoising and Set Prediction. - Jiahui Liu; Bobo Li 001; Zhuang Li 001; Yuyang Chai; Fei Li 021; Chong Teng; Donghong Ji (NLPCC (5), 2024)

Overview of the NLPCC 2024 Shared Task 3: Dialogue-Level Coreference Resolution and Relation Extraction. - Yiyun Xiong; Fei Li 021; Bobo Li 001; Hao Fei 001; Donghong Ji; Chong Teng (NLPCC (5), 2024)

NUS-Emo at SemEval-2024 Task 3: Instruction-Tuning LLM for Multimodal Emotion-Cause Analysis in Conversations. - Meng Luo 010; Han Zhang 035; Shengqiong Wu; Bobo Li 001; Hong Han 001; Hao Fei 001 (SemEval@NAACL, 2024)

MMLSCU: A Dataset for Multi-modal Multi-domain Live Streaming Comment Understanding. - Zixiang Meng; Qiang Gao 008; Di Guo; Yunlong Li; Bobo Li 001; Hao Fei 001; Shengqiong Wu; Fei Li 021; Chong Teng; Donghong Ji (WWW, 2024)

CMNER: A Chinese Multimodal NER Dataset based on Social Media. - Yuanze Ji; Bobo Li 001; Jun Zhou; Fei Li 021; Chong Teng; Donghong Ji (CoRR, 2024)

M3D: A Multimodal, Multilingual and Multitask Dataset for Grounded Document-level Information Extraction. - Jiang Liu 018; Bobo Li 001; Xinran Yang; Na Yang; Hao Fei 001; Min Zhang 005; Fei Li 021; Donghong Ji (CoRR, 2024)

Integrating discourse features and response assessment for advancing empathetic dialogue. - Bobo Li 001; Hao Fei 001; Fangfang Su; Fei Li 021; Donghong Ji (Inf. Process. Manag., 2024)

Generative Biomedical Event Extraction With Constrained Decoding Strategy. - Fangfang Su; Chong Teng; Fei Li 021; Bobo Li 001; Jun Zhou; Donghong Ji (IEEE ACM Trans. Comput. Biol. Bioinform., 2024)

A tree-like structured perceptron for transition-based biomedical event extraction. - Fangfang Su; Tao Qian 002; Jun Zhou; Bobo Li 001; Fei Li 021; Chong Teng; Donghong Ji (Knowl. Based Syst., 2024)

TKDP: Threefold Knowledge-Enriched Deep Prompt Tuning for Few-Shot Named Entity Recognition. - Jiang Liu 018; Hao Fei 001; Fei Li 021; Jingye Li; Bobo Li 001; Liang Zhao 001; Chong Teng; Donghong Ji (IEEE Trans. Knowl. Data Eng., 2024)

Zero-Shot Conversational Stance Detection: Dataset and Approaches. - Yuzhe Ding 001; Kang He 005; Bobo Li 001; Li Zheng; Haijun He; Fei Li 021; Chong Teng; Donghong Ji (ACL (Findings), 2025)

NCRE: A Benchmark for Document-level Nominal Compound Relation Extraction. - Jincheng Cao; Bobo Li 001; Jiang Liu 018; Donghong Ji (COLING, 2025)

Harnessing Dimensional Contrast and Information Compensation for Sentence Embedding Enhancement. - Kang He 005; Yuzhe Ding 001; Bobo Li 001; Haining Wang; Fei Li 021; Chong Teng; Donghong Ji (ICASSP, 2025)

On Path to Multimodal Generalist: General-Level and General-Bench. - Hao Fei 001; Yuan Zhou 016; Juncheng Li 006; Xiangtai Li; Qingshan Xu 001; Bobo Li 001; Shengqiong Wu; Yaoting Wang; Junbao Zhou; Jiahao Meng; Qingyu Shi; Zhiyuan Zhou; et al. (ICML, 2025)

An Effective Multimodal Rumor Detection Model via Image Semantic Enhancement and Hierarchical Fusion. - Peiwen Yan; Kang He 005; Bobo Li 001; Yujie Huang; Fei Li 021; Chong Teng; Donghong Ji (IJCNN, 2025)

CogMAEC'25: The 1st Workshop on Cognition-oriented Multimodal Affective and Empathetic Computing. - Hao Fei 001; Bobo Li 001; Meng Luo 010; Qian Liu 012; Lizi Liao; Fei Li 021; Min Zhang 005; Björn W. Schuller; Mong-Li Lee; Erik Cambria (ACM Multimedia, 2025)

FormFactory: An Interactive Benchmarking Suite for Multimodal Form-Filling Agents. - Bobo Li 001; Yuheng Wang; Hao Fei 001; Juncheng Li 006; Wei Ji 008; Mong-Li Lee; Wynne Hsu (ACM Multimedia, 2025)

The ACM Multimedia 2025 Grand Challenge of Multimodal Conversational Aspect-based Sentiment Analysis. - Meng Luo 010; Hao Fei 001; Bobo Li 001; Shengqiong Wu; Qian Liu 012; Soujanya Poria; Erik Cambria; Mong-Li Lee; Wynne Hsu (ACM Multimedia, 2025)

A two-stage model for unified sentence- and document-level biomedical event extraction. - Fangfang Su; Yue Zhang; Pengfei Jiao; Zhidong Zhao; Bobo Li 001; Fei Li; Donghong Ji (Eng. Appl. Artif. Intell., 2025)

Heuristic personality recognition based on fusing multiple conversations and utterance-level affection. - Haijun He; Bobo Li 001; Yiyun Xiong; Li Zheng; Kang He 005; Fei Li 021; Donghong Ji (Inf. Process. Manag., 2025)

Analysis of user experience in low-resource languages: A case study of the Uzbek language Google Play reviews. - Aizihaierjiang Yusufu; Abidan Ainiwaer; Bobo Li 001; Fei Li 021; Aizierguli Yusufu; Donghong Ji (Inf. Process. Manag., 2025)

STPar: A Structure-Aware Triaffine Parser for Screenplay Character Coreference Resolution. - Li Zheng; Hao Fei 001; Lei Chen; Bobo Li 001; Fei Li 021; Chong Teng; Liang Zhao 001; Donghong Ji (Trans. Assoc. Comput. Linguistics, 2025)

Revisiting Conversation Discourse for Dialogue Disentanglement. - Bobo Li 001; Hao Fei 001; Fei Li 021; Shengqiong Wu; Lizi Liao; Yinwei Wei; Tat-Seng Chua; Donghong Ji (ACM Trans. Inf. Syst., 2025)

UniVA: Universal Video Agent towards Open-Source Next-Generation Video Generalist. - Zhengyang Liang; Daoan Zhang; Huichi Zhou; Rui Huang; Bobo Li 001; Yuechen Zhang; Shengqiong Wu; Xiaohan Wang; Jiebo Luo 001; Lizi Liao; Hao Fei 001 (CoRR, 2025)

Multimodal Emotion-Cause Pair Extraction with Holistic Interaction and Label Constraint. - Bobo Li 001; Hao Fei 001; Fei Li 021; Tat-Seng Chua; Donghong Ji (ACM Trans. Multim. Comput. Commun. Appl., 2025)

Event Extraction in Large Language Model. - Bobo Li 001; Xudong Han; Jiang Liu 018; Yuzhe Ding 001; Liqiang Jing; Zhaoqi Zhang 002; Jinheng Li; Xinya Du; Fei Li 021; Meishan Zhang; Min Zhang 005; Aixin Sun; et al. (CoRR, 2025)

Orthogonal Spatial-temporal Distributional Transfer for 4D Generation. - Wei Liu; Shengqiong Wu; Bobo Li 001; Haoyu Zhao; Hao Fei 001; Mong-Li Lee; Wynne Hsu (AAAI, 2026)

Taming Actor-Observer Asymmetry in Agents via Dialectical Alignment. - Bobo Li 001; Rui Wu; Zibo Ji; Meishan Zhang; Hao Fei 001; Min Zhang 005; Mong-Li Lee; Wynne Hsu (ACL (1), 2026)

M$^{3}$3D: A Multimodal, Multilingual and Multitask Dataset for Grounded Document-Level Information Extraction. - Jiang Liu 018; Bobo Li 001; Xinran Yang; Na Yang; Hao Fei 001; Mingyao Zhang; Fei Li 021; Donghong Ji (IEEE Trans. Pattern Anal. Mach. Intell., 2026)

Unveiling the Cognitive Compass: Theory-of-Mind-Guided Multimodal Emotion Reasoning. - Meng Luo 010; Bobo Li 001; Shanqing Xu; Shize Zhang; Qiuchan Chen; Menglu Han; Wenhao Chen; Yanxiang Huang; Hao Fei 001; Mong-Li Lee; Wynne Hsu (CoRR, 2026)

Global Commander and Local Operative: A Dual-Agent Framework for Scene Navigation. - Kaiming Jin; Yuefan Wu; Shengqiong Wu; Bobo Li 001; Shuicheng Yan; Tat-Seng Chua (CoRR, 2026)

Synergizing Understanding and Generation with Interleaved Analyzing-Drafting Thinking. - Shengqiong Wu; Bobo Li 001; Xinkai Wang; Xiangtai Li; Lei Cui; Furu Wei; Shuicheng Yan; Hao Fei 001; Tat-Seng Chua (CoRR, 2026)

LASQ: A Low-resource Aspect-based Sentiment Quadruple Extraction Dataset. - Aizihaierjiang Yusufu; Jiang Liu 018; Kamran Aziz; Abidan Ainiwaer; Bobo Li 001; Fei Li 021; Donghong Ji; Aizierguli Yusufu (CoRR, 2026)

Audio-Visual Intelligence in Large Foundation Models. - You Qin; Kai Liu 023; Shengqiong Wu; Kai Wang; Shijian Deng; Yapeng Tian; Junbin Xiao; Yazhou Xing; Yinghao Ma; Bobo Li 001; Roger Zimmermann; Lei Cui; et al. (CoRR, 2026)