| 2026 | AAAI | WikiREVIEW: A Multi-Perspective Review Framework for Automatic Wiki-Style Article Generation. | Guo-Biao Zhang, Zhijing Wu, Tian Lan, Ding-Yuan Liu, Yu-Shi Zhu, Xian-Ling Mao |
| 2026 | ACL | EXCEEDS: Extracting Complex Events via Nugget-based Grid Modeling in Scientific Domain. | Yi-Fan Lu, Xian-Ling Mao, Bo Wang, Xiao Liu, Heyan Huang |
| 2026 | ACL | Your Reasoning Model Knows What Counts: Self-Guided Chain-of-Thought Pruning for Efficient Reasoning. | Zi-Ao Ma, Xian-Ling Mao, Tian Lan, Chen Xu, Zhijing Wu |
| 2026 | ACL | MTAVG-Bench: A Diagnostic Benchmark for Multi-Talker Dialogue-Centric Audio-Video Generation. | Yanghao Zhou, Haitian Li, Rexar Lin, Heyan Huang, Jinxing Zhou, Changsen Yuan, Tian Lan, Ziqin Zhou, Yudong Li, Jiajun Xu, Jingyun Liao, YiMing Cheng, Xuefeng Chen, Xian-Ling Mao, Yousheng Feng |
| 2026 | SIGIR | G-CoS: An Interpretable Gain-Cost Framework for User Satisfaction Estimation in Generative Information Retrieval. | Jia-Ling Shi, Zhijing Wu, Yidong Liang, Xian-Ling Mao |
| 2025 | AAAI | Distribution-Consistency-Guided Multi-modal Hashing. | Jin-Yu Liu, Xian-Ling Mao, Tian-Yi Che, Rong-Cheng Tu |
| 2025 | ACL | SEOE: A Scalable and Reliable Semantic Evaluation Framework for Open Domain Event Detection. | Yi-Fan Lu, Xian-Ling Mao, Tian Lan, Tong Zhang, Yu-Shi Zhu, Heyan Huang |
| 2025 | ACL | Automatic Evaluation for Text-to-image Generation: Task-decomposed Framework, Distilled Training, and Meta-evaluation Benchmark. | Rong-Cheng Tu, Zi-Ao Ma, Tian Lan, Yuehao Zhao, Heyan Huang, Xian-Ling Mao |
| 2025 | CSCWD | 3D Visual Question Answering via 2D-Enhanced Multi-Modal Fusion Framework. | Sihan Guo, Xian-Ling Mao, Heyan Huang |
| 2025 | EMNLP | Training Language Models to Critique With Multi-agent Feedback. | Tian Lan, Wenwei Zhang, Chengqi Lyu, Shuaibin Li, Chen Xu, Heyan Huang, Dahua Lin, Xian-Ling Mao, Kai Chen |
| 2025 | EMNLP | SQLWOZ: A Realistic Task-Oriented Dialogue Dataset with SQL-Based Dialogue State Representation for Complex User Requirements. | Heng-Da Xu, Xian-Ling Mao, Fanshu Sun, Tian-Yi Che, Cheng-Xin Xin, Heyan Huang |
| 2024 | AAAI | Span Graph Transformer for Document-Level Named Entity Recognition. | Hongli Mao, Xian-Ling Mao, Hanlin Tang, Yuming Shang, Heyan Huang |
| 2024 | ACL | Personalized Topic Selection Model for Topic-Grounded Dialogue. | Shixuan Fan, Wei Wei, Xiaofei Wen, Xian-Ling Mao, Jixiong Chen, Dangyang Chen |
| 2024 | ACL | Rethinking Task-Oriented Dialogue Systems: From Complex Modularity to Zero-Shot Autonomous Agent. | Heng-Da Xu, Xian-Ling Mao, Puhai Yang, Fanshu Sun, Heyan Huang |
| 2024 | ACL | ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training. | Le Zhuo, Zewen Chi, Minghao Xu, Heyan Huang, Jianan Zhao, Heqi Zheng, Conghui He, Xian-Ling Mao, Wentao Zhang |
| 2024 | COLING | SciMRC: Multi-perspective Scientific Machine Reading Comprehension. | Xiao Zhang, Heqi Zheng, Yuxiang Nie, Heyan Huang, Xian-Ling Mao |
| 2024 | IJCAI | Position Debiasing Fine-Tuning for Causal Perception in Long-Term Dialogue. | Shixuan Fan, Wei Wei, Wendi Li, Xian-Ling Mao, Wenfeng Xie, Dangyang Chen |
| 2024 | IJCAI | Span-based Unified Named Entity Recognition Framework via Contrastive Learning. | Hongli Mao, Xian-Ling Mao, Hanlin Tang, Yu-Ming Shang, Xiaoyan Gao, Ao-Jie Ma, Heyan Huang |
| 2024 | KDD | A Hierarchical Context Augmentation Method to Improve Retrieval-Augmented LLMs on Scientific Papers. | Tian-Yi Che, Xian-Ling Mao, Tian Lan, Heyan Huang |
| 2024 | NAACL | Mix-Initiative Response Generation with Dynamic Prefix Tuning. | Yuxiang Nie, Heyan Huang, Xian-Ling Mao, Lizi Liao |
| 2024 | WWW | Beyond Labels and Topics: Discovering Causal Relationships in Neural Topic Modeling. | Yi-Kun Tang, Heyan Huang, Xuewen Shi, Xian-Ling Mao |
| 2023 | AAAI | STAGE: Span Tagging and Greedy Inference Scheme for Aspect Sentiment Triplet Extraction. | Shuo Liang, Wei Wei, Xian-Ling Mao, Yuanyuan Fu, Rui Fang, Dangyang Chen |
| 2023 | ACL | Bridging The Gap: Entailment Fused-T5 for Open-retrieval Conversational Machine Reading Comprehension. | Xiao Zhang, Heyan Huang, Zewen Chi, Xian-Ling Mao |
| 2023 | ACL | Can Cross-Lingual Transferability of Multilingual Transformers Be Activated Without End-Task Data? | Zewen Chi, Heyan Huang, Xian-Ling Mao |
| 2023 | ACL | TREA: Tree-Structure Reasoning Schema for Conversational Recommendation. | Wendi Li, Wei Wei, Xiaoye Qu, Xian-Ling Mao, Ye Yuan, Wenfeng Xie, Dangyang Chen |
| 2023 | ACL | AttenWalker: Unsupervised Long-Document Question Answering via Attention-based Graph Walking. | Yuxiang Nie, Heyan Huang, Wei Wei, Xian-Ling Mao |
| 2023 | EMNLP | Miracle: Towards Personalized Dialogue Generation with Latent-Space Multiple Personal Attribute Control. | Zhenyi Lu, Wei Wei, Xiaoye Qu, Xian-Ling Mao, Dangyang Chen, Jixiong Chen |
| 2023 | ICLR | Copy is All You Need. | Tian Lan, Deng Cai, Yan Wang, Heyan Huang, Xian-Ling Mao |
| 2023 | IJCAI | An Empirical Study on the Language Modal in Visual Question Answering. | Daowan Peng, Wei Wei, Xian-Ling Mao, Yuanyuan Fu, Dangyang Chen |
| 2023 | IJCAI | Towards Hierarchical Policy Learning for Conversational Recommendation with Hypergraph-based Reinforcement Learning. | Sen Zhao, Wei Wei, Yifan Liu, Ziyang Wang, Wendi Li, Xian-Ling Mao, Shuai Zhu, Minghui Yang, Zujie Wen |
| 2023 | SIGIR | Data-Aware Proxy Hashing for Cross-modal Retrieval. | Rong-Cheng Tu, Xian-Ling Mao, Wenjin Ji, Wei Wei, Heyan Huang |
| 2023 | SIGIR | Multi-view Hypergraph Contrastive Policy Learning for Conversational Recommendation. | Sen Zhao, Wei Wei, Xian-Ling Mao, Shuai Zhu, Minghui Yang, Zujie Wen, Dangyang Chen, Feida Zhu |
| 2022 | ACL | XLM-E: Cross-lingual Language Model Pre-training via ELECTRA. | Zewen Chi, Shaohan Huang, Li Dong, Shuming Ma, Bo Zheng, Saksham Singhal, Payal Bajaj, Xia Song, Xian-Ling Mao, Heyan Huang, Furu Wei |
| 2022 | ACL | BiSyn-GAT+: Bi-Syntax Aware Graph Attention Network for Aspect-based Sentiment Analysis. | Shuo Liang, Wei Wei, Xian-Ling Mao, Fei Wang, Zhiyong He |
| 2022 | ACL | Cross-Lingual Phrase Retrieval. | Heqi Zheng, Xiao Zhang, Zewen Chi, Heyan Huang, Yan Tan, Tian Lan, Wei Wei, Xian-Ling Mao |
| 2022 | CIKM | Multi-level Contrastive Learning Framework for Sequential Recommendation. | Ziyang Wang, Huoyu Liu, Wei Wei, Yue Hu, Xian-Ling Mao, Shaojian He, Rui Fang, Dangyang Chen |
| 2022 | CIKM | Hammer PDF: An Intelligent PDF Reader for Scientific Papers. | Sheng-Fu Wang, Shu-Hang Liu, Tian-Yi Che, Yi-Fan Lu, Song-Xiao Yang, Heyan Huang, Xian-Ling Mao |
| 2022 | CIKM | Improving Knowledge-aware Recommendation with Multi-level Interactive Contrastive Learning. | Ding Zou, Wei Wei, Ziyang Wang, Xian-Ling Mao, Feida Zhu, Rui Fang, Dangyang Chen |
| 2022 | COLING | Gated Mechanism Enhanced Multi-Task Learning for Dialog Routing. | Ziming Huang, Zhuoxuan Jiang, Ke Wang, Juntao Li, Shanshan Feng, Xian-Ling Mao |
| 2022 | COLING | Unsupervised Question Answering via Answer Diversifying. | Yuxiang Nie, Heyan Huang, Zewen Chi, Xian-Ling Mao |
| 2022 | COLING | ET5: A Novel End-to-end Framework for Conversational Machine Reading Comprehension. | Xiao Zhang, Heyan Huang, Zewen Chi, Xian-Ling Mao |
| 2022 | EMNLP | Capturing Global Structural Information in Long Document Question Answering with Compressive Graph Selector Network. | Yuxiang Nie, Heyan Huang, Wei Wei, Xian-Ling Mao |
| 2022 | EMNLP | Sequential Topic Selection Model with Latent Variable for Topic-Grounded Dialogue. | Xiaofei Wen, Wei Wei, Xian-Ling Mao |
| 2022 | EMNLP | HCL-TAT: A Hybrid Contrastive Learning Method for Few-shot Event Detection with Task-Adaptive Threshold. | Ruihan Zhang, Wei Wei, Xian-Ling Mao, Rui Fang, Dangyang Chen |
| 2022 | IJCAI | Relational Triple Extraction: One Step is Enough. | Yuming Shang, Heyan Huang, Xin Sun, Wei Wei, Xian-Ling Mao |
| 2022 | KDD | Toward Real-life Dialogue State Tracking Involving Negative Feedback Utterances. | Puhai Yang, Heyan Huang, Wei Wei, Xian-Ling Mao |
| 2022 | SIGIR | Multi-level Cross-view Contrastive Learning for Knowledge-aware Recommender System. | Ding Zou, Wei Wei, Xian-Ling Mao, Ziyang Wang, Minghui Qiu, Feida Zhu, Xin Cao |
| 2021 | ACL | Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment. | Zewen Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei |
| 2021 | ACL | Hashing based Efficient Inference for Image-Text Matching. | Rong-Cheng Tu, Lei Ji, Huaishao Luo, Botian Shi, Heyan Huang, Nan Duan, Xian-Ling Mao |
| 2021 | ACL | Read, Listen, and See: Leveraging Multimodal Information Helps Chinese Spell Checking. | Heng-Da Xu, Zhongli Li, Qingyu Zhou, Chao Li, Zizhen Wang, Yunbo Cao, Heyan Huang, Xian-Ling Mao |
| 2021 | ACL | Comprehensive Study: How the Context Information of Different Granularity Affects Dialogue State Tracking? | Puhai Yang, Heyan Huang, Xian-Ling Mao |
| 2021 | APWEB | Unsupervised Deep Hashing via Adaptive Clustering. | Shu-ying Yu, Xian-Ling Mao, Wei Wei, Heyan Huang |
| 2021 | EMNLP | mT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs. | Zewen Chi, Li Dong, Shuming Ma, Shaohan Huang, Saksham Singhal, Xian-Ling Mao, Heyan Huang, Xia Song, Furu Wei |
| 2021 | EMNLP | Context-aware Entity Typing in Knowledge Graphs. | Weiran Pan, Wei Wei, Xian-Ling Mao |
| 2021 | NAACL | InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training. | Zewen Chi, Li Dong, Furu Wei, Nan Yang, Saksham Singhal, Wenhui Wang, Xia Song, Xian-Ling Mao, Heyan Huang, Ming Zhou |
| 2021 | WWW | Partial-Softmax Loss based Deep Hashing. | Rong-Cheng Tu, Xian-Ling Mao, Jia-Nan Guo, Wei Wei, Heyan Huang |
| 2020 | AAAI | Cross-Lingual Natural Language Generation via Pre-Training. | Zewen Chi, Li Dong, Furu Wei, Wenhui Wang, Xian-Ling Mao, Heyan Huang |
| 2020 | APWEB | Multi-task Learning for Low-Resource Second Language Acquisition Modeling. | Yong Hu, Heyan Huang, Tian Lan, Xiaochi Wei, Yuxiang Nie, Jiarui Qi, Liner Yang, Xian-Ling Mao |
| 2020 | EMNLP | Weibo-COV: A Large-Scale COVID-19 Social Media Dataset from Weibo. | Yong Hu, Heyan Huang, Anfan Chen, Xian-Ling Mao |
| 2019 | SIGdial | Towards End-to-End Learning for Efficient Dialogue Agent by Modeling Looking-ahead Ability. | Zhuoxuan Jiang, Xian-Ling Mao, Ziming Huang, Jie Ma, Shaochun Li |