| 2026 | AAAI | Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Significant Gains in Reasoning Efficiency in Large Language Models. | Qiguang Chen, Dengyun Peng, Jinhao Liu, Huikang Su, Jiannan Guan, Libo Qin, Wanxiang Che |
| 2026 | AAAI | Beware of Reasoning Overconfidence: Pitfalls in the Reasoning Process for Multi-solution Tasks. | Jiannan Guan, Qiguang Chen, Libo Qin, Dengyun Peng, Jinhao Liu, Liangyu Huo, Jian Xie, Wanxiang Che |
| 2026 | AAAI | Judge Q: Trainable Queries for Optimized Information Retention in KV Cache Eviction. | Yijun Liu, Yixuan Wang, Yuzhuang Xu, Shiyu Ji, Yang Xu, Qingfu Zhu, Wanxiang Che |
| 2026 | AAAI | CAMERA: Multi-Matrix Joint Compression for MoE Models via Micro-Expert Redundancy Analysis. | Yuzhuang Xu, Xu Han, Yuanchi Zhang, Yixuan Wang, Yijun Liu, Shiyu Ji, Qingfu Zhu, Wanxiang Che |
| 2026 | AAAI | Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities. | Weixiang Zhao, Xingyu Sui, Jiahe Guo, Yulin Hu, Yang Deng, Yanyan Zhao, Xuda Zhi, Yongbo Huang, Hao He, Wanxiang Che, Ting Liu, Bing Qin |
| 2026 | ACL | OMIBench: Benchmarking Olympiad-Level Multi-Image Reasoning in Large Vision-Language Models. | Qiguang Chen, Chengyu Luan, Jiajun Wu, Qiming Yu, Yi Yang, Yizhuo Li, Jingqi Tong, Xiachong Feng, Libo Qin, Wanxiang Che |
| 2026 | ACL | When Does Language Matter? Multilingual Instructions Reveal Step-wise Language Sensitivity in Vision-Language-Action Models. | Xuan Dong, Zhe Han, Tianhao Niu, Qingfu Zhu, Wanxiang Che |
| 2026 | ACL | Seer Self-Consistency: Advance Budget Estimation for Adaptive Test-Time Scaling. | Shiyu Ji, Yixuan Wang, Yijun Liu, Qingfu Zhu, Wanxiang Che |
| 2026 | ACL | AutoVecCoder: Teaching LLMs to Generate Explicitly Vectorized Code. | ShangZhan Li, Xinyu Yin, Xuanyu Jin, Ye He, Yuxin Zhou, Yuxuan Li, Xu Han, Wanxiang Che, Qi Shi, Ting Liu, Maosong Sun |
| 2026 | ACL | Scaling Laws for Code: A More Data-Hungry Regime. | Xianzhen Luo, Wenzhen Zheng, Qingfu Zhu, Rongyi Zhang, Houyi Li, Siming Huang, YuanTao Fan, Wanxiang Che |
| 2026 | ACL | Dashboard2Code: Evaluating Multimodal Models on Reconstructing Interactive Dashboards. | Tianhao Niu, Ziyu Han, Qiguang Chen, Shiqi Zhou, Baocai Shan, Hengjie Fang, Qingfu Zhu, Wanxiang Che |
| 2026 | ACL | HuoziIME: An On-Device LLM-Enhanced Input Method for Deep Personalization. | Baocai Shan, Yuzhuang Xu, Wanxiang Che |
| 2026 | ACL | ArcLight: A Lightweight LLM Inference Architecture for Many-Core CPUs. | Yuzhuang Xu, Xu Han, Yuxuan Li, Wanxiang Che |
| 2026 | ACL | On Safety Risks in Experience-Driven Self-Evolving Agents. | Weixiang Zhao, Yichen Zhang, Yingshuo Wang, Yang Deng, Yanyan Zhao, Xuda Zhi, Yongbo Huang, Hao He, Wanxiang Che, Bing Qin, Ting Liu |
| 2025 | AAAI | Divide-Solve-Combine: An Interpretable and Accurate Prompting Framework for Zero-shot Multi-Intent Detection. | Libo Qin, Qiguang Chen, Jingxuan Zhou, Jin Wang, Hao Fei, Wanxiang Che, Min Li |
| 2025 | AAAI | CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models. | Zihui Cheng, Qiguang Chen, Jin Zhang, Hao Fei, Xiaocheng Feng, Wanxiang Che, Min Li, Libo Qin |
| 2025 | AAAI | CVLUE: A New Benchmark Dataset for Chinese Vision-Language Understanding Evaluation. | Yuxuan Wang, Yijun Liu, Fei Yu, Chen Huang, Kexin Li, Zhiguo Wan, Wanxiang Che, Hongyang Chen |
| 2025 | ACL | Abacus-SQL: A Text-to-SQL System Empowering Cross-Domain and Open-Domain Database Retrieval. | Keyan Xu, Dingzirui Wang, Xuanliang Zhang, Qingfu Zhu, Wanxiang Che |
| 2025 | COLING | Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits. | Bohan Li, Jiannan Guan, Longxu Dou, Yunlong Feng, Dingzirui Wang, Yang Xu, Enbo Wang, Qiguang Chen, Bichen Wang, Xiao Xu, Yimeng Zhang, Libo Qin, Yanyan Zhao, Qingfu Zhu, Wanxiang Che |
| 2025 | COLING | MURRE: Multi-Hop Table Retrieval with Removal for Open-Domain Text-to-SQL. | Xuanliang Zhang, Dingzirui Wang, Longxu Dou, Qingfu Zhu, Wanxiang Che |
| 2025 | EMNLP | ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation. | Hao Chen, Yukun Yan, Sen Mei, Wanxiang Che, Zhenghao Liu, Qi Shi, Xinze Li, Yuchun Fan, Pengcheng Huang, Qiushi Xiong, Zhiyuan Liu, Maosong Sun |
| 2025 | EMNLP | Chart2Code53: A Large-Scale Diverse and Complex Dataset for Enhancing Chart-to-Code Generation. | Tianhao Niu, Yiming Cui, Baoxin Wang, Xiao Xu, Xin Yao, Qingfu Zhu, Dayong Wu, Shijin Wang, Wanxiang Che |
| 2025 | EMNLP | DLPO: Towards a Robust, Efficient, and Generalizable Prompt Optimization Framework from a Deep-Learning Perspective. | Dengyun Peng, Yuhang Zhou, Qiguang Chen, Jinhao Liu, Jingjing Chen, Libo Qin, Wanxiang Che |
| 2025 | EMNLP | DAC: Decomposed Automation Correction for Text-to-SQL. | Dingzirui Wang, Longxu Dou, Xuanliang Zhang, Qingfu Zhu, Wanxiang Che |
| 2025 | EMNLP | Lookahead Q-Cache: Achieving More Consistent KV Cache Eviction via Pseudo Query. | Yixuan Wang, Shiyu Ji, Yijun Liu, Yuzhuang Xu, Yang Xu, Qingfu Zhu, Wanxiang Che |
| 2025 | EMNLP | RoT: Enhancing Table Reasoning with Iterative Row-Wise Traversals. | Xuanliang Zhang, Dingzirui Wang, Keyan Xu, Qingfu Zhu, Wanxiang Che |
| 2025 | EMNLP | MULTITAT: Benchmarking Multilingual Table-and-Text Question Answering. | Xuanliang Zhang, Dingzirui Wang, Keyan Xu, Qingfu Zhu, Wanxiang Che |
| 2025 | ICASSP | CroPrompt: Cross-task Interactive Prompting for Zero-shot Spoken Language Understanding. | Libo Qin, Fuxuan Wei, Qiguang Chen, Jingxuan Zhou, Shijue Huang, Jiasheng Si, Wenpeng Lu, Wanxiang Che |
| 2025 | IJCAI | Improving Consistency Identification in Task-oriented Dialogue Through Multi-Agent Collaboration. | Peng Wang, Shuo Li, Ruoxi Zhou, Qiguang Chen, Xiao Xu, Hao Fei, Dagang Li, Wanxiang Che, Libo Qin |
| 2025 | KDD | Advancing Tool-Augmented Large Language Models via Meta-Verification and Reflection Learning. | Zhiyuan Ma, Jiayu Liu, Xianzhen Luo, Zhenya Huang, Qingfu Zhu, Wanxiang Che |
| 2025 | NAACL | Stealthy Jailbreak Attacks on Large Language Models via Benign Data Mirroring. | Honglin Mu, Han He, Yuxin Zhou, Yunlong Feng, Yang Xu, Libo Qin, Xiaoming Shi, Zeming Liu, Xudong Han, Qi Shi, Qingfu Zhu, Wanxiang Che |
| 2025 | NAACL | KwaiChat: A Large-Scale Video-Driven Multilingual Mixed-Type Dialogue Corpus. | Xiaoming Shi, Zeming Liu, Yiming Lei, Chenkai Zhang, Haitao Leng, Chuan Wang, Qingjie Liu, Wanxiang Che, Yunhong Wang |
| 2024 | AAAI | Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification. | Bohan Li, Xiao Xu, Xinghao Wang, Yutai Hou, Yunlong Feng, Feng Wang, Xuanliang Zhang, Qingfu Zhu, Wanxiang Che |
| 2024 | AAAI | Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning of Large Language Models. | Dingzirui Wang, Longxu Dou, Wenbin Zhang, Junyu Zeng, Wanxiang Che |
| 2024 | ACL | Exploring Hybrid Question Answering via Program-based Prompting. | Qi Shi, Han Cui, Haofeng Wang, Qingfu Zhu, Wanxiang Che, Ting Liu |
| 2024 | ACL | M³CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought. | Qiguang Chen, Libo Qin, Jin Zhang, Zhi Chen, Xiao Xu, Wanxiang Che |
| 2024 | ACL | Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes. | Dingzirui Wang, Longxu Dou, Xuanliang Zhang, Qingfu Zhu, Wanxiang Che |
| 2024 | ACL | Improving Grammatical Error Correction via Contextual Data Augmentation. | Yixuan Wang, Baoxin Wang, Yijun Liu, Qingfu Zhu, Dayong Wu, Wanxiang Che |
| 2024 | ACL | Concise and Precise Context Compression for Tool-Using Language Models. | Yang Xu, Yunlong Feng, Honglin Mu, Yutai Hou, Yitong Li, Xinghao Wang, Wanjun Zhong, Zhongyang Li, Dandan Tu, Qingfu Zhu, Min Zhang, Wanxiang Che |
| 2024 | ACL | AutoCAP: Towards Automatic Cross-lingual Alignment Planning for Zero-shot Chain-of-Thought. | Yongheng Zhang, Qiguang Chen, Min Li, Wanxiang Che, Libo Qin |
| 2024 | ACL | SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language Models. | Weixiang Zhao, Shilong Wang, Yulin Hu, Yanyan Zhao, Bing Qin, Xuanyu Zhang, Qing Yang, Dongliang Xu, Wanxiang Che |
| 2024 | COLING | A Two-Stage Framework with Self-Supervised Distillation for Cross-Domain Text Classification. | Yunlong Feng, Bohan Li, Libo Qin, Xiao Xu, Wanxiang Che |
| 2024 | COLING | Improving Language Model Reasoning with Self-motivated Learning. | Yunlong Feng, Yang Xu, Libo Qin, Yasheng Wang, Wanxiang Che |
| 2024 | COLING | Beyond Static Evaluation: A Dynamic Approach to Assessing AI Assistants' API Invocation Capabilities. | Honglin Mu, Yang Xu, Yunlong Feng, Xiaofeng Han, Yitong Li, Yutai Hou, Wanxiang Che |
| 2024 | COLING | LM-Combiner: A Contextual Rewriting Model for Chinese Grammatical Error Correction. | Yixuan Wang, Baoxin Wang, Yijun Liu, Dayong Wu, Wanxiang Che |
| 2024 | COLING | A Survey on Natural Language Processing for Programming. | Qingfu Zhu, Xianzhen Luo, Fang Liu, Cuiyun Gao, Wanxiang Che |
| 2024 | EMNLP | Self-Constructed Context Decompilation with Fined-grained Alignment Enhancement. | Yunlong Feng, Dechuan Teng, Yang Xu, Honglin Mu, Xiao Xu, Libo Qin, Qingfu Zhu, Wanxiang Che |
| 2024 | EMNLP | Python is Not Always the Best Choice: Embracing Multilingual Program of Thoughts. | Xianzhen Luo, Qingfu Zhu, Zhiming Zhang, Libo Qin, Xuanyu Zhang, Qing Yang, Dongliang Xu, Wanxiang Che |
| 2024 | EMNLP | Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL. | Dingzirui Wang, Longxu Dou, Xuanliang Zhang, Qingfu Zhu, Wanxiang Che |
| 2024 | EMNLP | Make Some Noise: Unlocking Language Model Parallel Inference Capability through Noisy Training. | Yixuan Wang, Xianzhen Luo, Fuxuan Wei, Yijun Liu, Qingfu Zhu, Xuanyu Zhang, Qing Yang, Dongliang Xu, Wanxiang Che |
| 2024 | ICASSP | Pro-HAN: A Heterogeneous Graph Attention Network for Profile-based Spoken Language Understanding. | Dechuan Teng, Chunlin Lu, Xiao Xu, Wanxiang Che, Libo Qin |
| 2024 | IJCAI | Decoupling Breaks Data Barriers: A Decoupled Pre-training Framework for Multi-intent Spoken Language Understanding. | Libo Qin, Qiguang Chen, Jingxuan Zhou, Qinzheng Li, Chunlin Lu, Wanxiang Che |
| 2023 | AAAI | Towards Complex Scenarios: Building End-to-End Task-Oriented Dialogue System across Multiple Knowledge Bases. | Libo Qin, Zhouyang Li, Qiying Yu, Lehan Wang, Wanxiang Che |
| 2023 | AAAI | BridgeTower: Building Bridges between Encoders in Vision-Language Representation Learning. | Xiao Xu, Chenfei Wu, Shachar Rosenman, Vasudev Lal, Wanxiang Che, Nan Duan |
| 2023 | AAAI | MultiSpider: Towards Benchmarking Multilingual Text-to-SQL Semantic Parsing. | Longxu Dou, Yan Gao, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Jian-Guang Lou |
| 2023 | ACL | OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding. | Libo Qin, Qiguang Chen, Xiao Xu, Yunlong Feng, Wanxiang Che |
| 2023 | ACL | MMSD2.0: Towards a Reliable Multi-modal Sarcasm Detection System. | Libo Qin, Shijue Huang, Qiguang Chen, Chenran Cai, Yudi Zhang, Bin Liang, Wanxiang Che, Ruifeng Xu |
| 2023 | ACL | CLIPText: A New Paradigm for Zero-shot Text Classification. | Libo Qin, Weiyun Wang, Qiguang Chen, Wanxiang Che |
| 2023 | ACL | ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning. | Xiao Xu, Bei Li, Chenfei Wu, Shao-Yen Tseng, Anahita Bhiwandiwalla, Shachar Rosenman, Vasudev Lal, Wanxiang Che, Nan Duan |
| 2023 | ACL | Language Anisotropic Cross-Lingual Model Editing. | Yang Xu, Yutai Hou, Wanxiang Che, Min Zhang |
| 2023 | EMNLP | Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue. | Yuanxing Liu, Weinan Zhang, Yifan Chen, Yuchi Zhang, Haopeng Bai, Fan Feng, Hengbin Cui, Yongbin Li, Wanxiang Che |
| 2023 | EMNLP | Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages. | Libo Qin, Qiguang Chen, Fuxuan Wei, Shijue Huang, Wanxiang Che |
| 2023 | EMNLP | End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future Directions. | Libo Qin, Wenbo Pan, Qiguang Chen, Lizi Liao, Zhou Yu, Yue Zhang, Wanxiang Che, Min Li |
| 2023 | ICDAR | ICDAR 2023 Competition on Structured Text Extraction from Visually-Rich Document Images. | Wenwen Yu, Chengquan Zhang, Haoyu Cao, Wei Hua, Bohan Li, Huang Chen, Mingyu Liu, Mingrui Chen, Jianfeng Kuang, Mengjun Cheng, Yuning Du, Shikun Feng, Xiaoguang Hu, Pengyuan Lyu, Kun Yao, Yuechen Yu, Yuliang Liu, Wanxiang Che, Errui Ding, Cheng-Lin Liu, Jiebo Luo, Shuicheng Yan, Min Zhang, Dimosthenis Karatzas, Xing Sun, Jingdong Wang, Xiang Bai |
| 2023 | ICML | BEATs: Audio Pre-Training with Acoustic Tokenizers. | Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Daniel Tompkins, Zhuo Chen, Wanxiang Che, Xiangzhan Yu, Furu Wei |
| 2023 | KDD | MetricPrompt: Prompting Model as a Relevance Metric for Few-shot Text Classification. | Hongyuan Dong, Weinan Zhang, Wanxiang Che |
| 2023 | SIGIR | U-NEED: A Fine-grained Dataset for User Needs-Centric E-commerce Conversational Recommendation. | Yuanxing Liu, Weinan Zhang, Baohua Dong, Yan Fan, Hang Wang, Fan Feng, Yifan Chen, Ziyu Zhuang, Hengbin Cui, Yongbin Li, Wanxiang Che |
| 2022 | AAAI | Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding. | Xiao Xu, Libo Qin, Kaiji Chen, Guoxing Wu, Linlin Li, Wanxiang Che |
| 2022 | ACL | Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging. | Yutai Hou, Cheng Chen, Xianzhen Luo, Bohan Li, Wanxiang Che |
| 2022 | ACL | GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding. | Libo Qin, Qiguang Chen, Tianbao Xie, Qixin Li, Jian-Guang Lou, Wanxiang Che, Min-Yen Kan |
| 2022 | COLING | Simple and Effective Graph-to-Graph Annotation Conversion. | Yuxuan Wang, Zhilin Lei, Yuqiu Ji, Wanxiang Che |
| 2022 | COLING | MetaPrompting: Learning to Learn Better Prompts. | Yutai Hou, Hongyuan Dong, Xinghao Wang, Bohan Li, Wanxiang Che |
| 2022 | COLING | CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue. | Libo Qin, Qiguang Chen, Tianbao Xie, Qian Liu, Shijue Huang, Wanxiang Che, Zhou Yu |
| 2022 | COLING | CCTC: A Cross-Sentence Chinese Text Correction Dataset for Native Speakers. | Baoxin Wang, Xingyi Duan, Dayong Wu, Wanxiang Che, Zhigang Chen, Guoping Hu |
| 2022 | COLING | Adaptive Unsupervised Self-training for Disfluency Detection. | Zhongyuan Wang, Yixuan Wang, Shaolei Wang, Wanxiang Che |
| 2022 | EMNLP | Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge. | Longxu Dou, Yan Gao, Xuqi Liu, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Min-Yen Kan, Jian-Guang Lou |
| 2022 | EMNLP | TextHacker: Learning based Hybrid Local Search Algorithm for Text Hard-label Adversarial Attack. | Zhen Yu, Xiaosen Wang, Wanxiang Che, Kun He |
| 2021 | AAAI | C2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot Filling. | Yutai Hou, Sanyuan Chen, Wanxiang Che, Cheng Chen, Ting Liu |
| 2021 | AAAI | Few-shot Learning for Multi-label Intent Detection. | Yutai Hou, Yongkui Lai, Yushan Wu, Wanxiang Che, Ting Liu |
| 2021 | AAAI | Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment Classification. | Libo Qin, Zhouyang Li, Wanxiang Che, Minheng Ni, Ting Liu |
| 2021 | ACL | Discovering Dialog Structure Graph for Coherent Dialog Generation. | Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che |
| 2021 | ACL | Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling. | Yutai Hou, Yongkui Lai, Cheng Chen, Wanxiang Che, Ting Liu |
| 2021 | ACL | GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling. | Libo Qin, Fuxuan Wei, Tianbao Xie, Xiao Xu, Wanxiang Che, Ting Liu |
| 2021 | ACL | A Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial Examples. | Yuxuan Wang, Wanxiang Che, Ivan Titov, Shay B. Cohen, Zhilin Lei, Ting Liu |
| 2021 | ACL | Dynamic Connected Networks for Chinese Spelling Check. | Baoxin Wang, Wanxiang Che, Dayong Wu, Shijin Wang, Guoping Hu, Ting Liu |
| 2021 | ACL | LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding. | Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei A. F. Florncio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou |
| 2021 | ACL | Consistency Regularization for Cross-Lingual Fine-Tuning. | Bo Zheng, Li Dong, Shaohan Huang, Wenhui Wang, Zewen Chi, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei |
| 2021 | EMNLP | N-LTP: An Open-source Neural Language Technology Platform for Chinese. | Wanxiang Che, Yunlong Feng, Libo Qin, Ting Liu |
| 2021 | EMNLP | DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation. | Zeming Liu, Haifeng Wang, Zhengyu Niu, Hua Wu, Wanxiang Che |
| 2021 | EMNLP | Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System. | Libo Qin, Tianbao Xie, Shijue Huang, Qiguang Chen, Xiao Xu, Wanxiang Che |
| 2021 | EMNLP | Allocating Large Vocabulary Capacity for Cross-Lingual Language Model Pre-Training. | Bo Zheng, Li Dong, Shaohan Huang, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei |
| 2021 | ICASSP | A Co-Interactive Transformer for Joint Slot Filling and Intent Detection. | Libo Qin, Tailu Liu, Wanxiang Che, Bingbing Kang, Sendong Zhao, Ting Liu |
| 2021 | ICASSP | Injecting Word Information with Multi-Level Word Adapter for Chinese Spoken Language Understanding. | Dechuan Teng, Libo Qin, Wanxiang Che, Sendong Zhao, Ting Liu |
| 2021 | IJCAI | A Survey on Spoken Language Understanding: Recent Advances and New Frontiers. | Libo Qin, Tianbao Xie, Wanxiang Che, Ting Liu |
| 2020 | AAAI | Discriminative Sentence Modeling for Story Ending Prediction. | Yiming Cui, Wanxiang Che, Wei-Nan Zhang, Ting Liu, Shijin Wang, Guoping Hu |
| 2020 | AAAI | DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment Classification. | Libo Qin, Wanxiang Che, Yangming Li, Minheng Ni, Ting Liu |
| 2020 | AAAI | Understanding Medical Conversations with Scattered Keyword Attention and Weak Supervision from Responses. | Xiaoming Shi, Haifeng Hu, Wanxiang Che, Zhongqian Sun, Ting Liu, Junzhou Huang |
| 2020 | AAAI | Multi-Task Self-Supervised Learning for Disfluency Detection. | Shaolei Wang, Wanxiang Che, Qi Liu, Pengda Qin, Ting Liu, William Yang Wang |
| 2020 | AAAI | Knowledge Graph Grounded Goal Planning for Open-Domain Conversation Generation. | Jun Xu, Haifeng Wang, Zhengyu Niu, Hua Wu, Wanxiang Che |
| 2020 | ACL | Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network. | Yutai Hou, Wanxiang Che, Yongkui Lai, Zhihan Zhou, Yijia Liu, Han Liu, Ting Liu |
| 2020 | ACL | Towards Conversational Recommendation over Multi-Type Dialogs. | Zeming Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu |
| 2020 | ACL | Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network. | Yangming Li, Kaisheng Yao, Libo Qin, Wanxiang Che, Xiaolong Li, Ting Liu |
| 2020 | ACL | Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog. | Libo Qin, Xiao Xu, Wanxiang Che, Yue Zhang, Ting Liu |
| 2020 | ACL | Conversational Graph Grounded Policy Learning for Open-Domain Conversation Generation. | Jun Xu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, Ting Liu |
| 2020 | ACL | TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural Language Processing. | Ziqing Yang, Yiming Cui, Zhipeng Chen, Wanxiang Che, Ting Liu, Shijin Wang, Guoping Hu |
| 2020 | ACL | Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension. | Bo Zheng, Haoyang Wen, Yaobo Liang, Nan Duan, Wanxiang Che, Daxin Jiang, Ming Zhou, Ting Liu |
| 2020 | COLING | A Sentence Cloze Dataset for Chinese Machine Reading Comprehension. | Yiming Cui, Ting Liu, Ziqing Yang, Zhipeng Chen, Wentao Ma, Wanxiang Che, Shijin Wang, Guoping Hu |
| 2020 | CoNLL | HIT-SCIR at MRP 2020: Transition-based Parser and Iterative Inference Parser. | Longxu Dou, Yunlong Feng, Yuqiu Ji, Wanxiang Che, Ting Liu |
| 2020 | EMNLP | Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting. | Sanyuan Chen, Yutai Hou, Yiming Cui, Wanxiang Che, Ting Liu, Xiangzhan Yu |
| 2020 | EMNLP | Revisiting Pre-Trained Models for Chinese Natural Language Processing. | Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Shijin Wang, Guoping Hu |
| 2020 | EMNLP | Towards Fine-Grained Transfer: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling. | Libo Qin, Xiao Xu, Wanxiang Che, Ting Liu |
| 2020 | EMNLP | Combining Self-Training and Self-Supervised Learning for Unsupervised Disfluency Detection. | Shaolei Wang, Zhongyuan Wang, Wanxiang Che, Ting Liu |
| 2020 | IJCAI | CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP. | Libo Qin, Minheng Ni, Yue Zhang, Wanxiang Che |
| 2020 | IJCAI | Enhancing Dialog Coherence with Event Graph Grounded Content Planning. | Jun Xu, Zeyang Lei, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che |
| 2020 | WWW | Keywords Generation Improves E-Commerce Session-based Recommendation. | Yuanxing Liu, Zhaochun Ren, Wei-Nan Zhang, Wanxiang Che, Ting Liu, Dawei Yin |
| 2019 | ACL | Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency. | Shuhuai Ren, Yihe Deng, Kun He, Wanxiang Che |
| 2019 | CoNLL | HIT-SCIR at MRP 2019: A Unified Pipeline for Meaning Representation Parsing via Efficient Training and Effective Encoding. | Wanxiang Che, Longxu Dou, Yang Xu, Yuxuan Wang, Yijia Liu, Ting Liu |
| 2019 | EMNLP | Cross-Lingual Machine Reading Comprehension. | Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Shijin Wang, Guoping Hu |
| 2019 | EMNLP | A Span-Extraction Dataset for Chinese Machine Reading Comprehension. | Yiming Cui, Ting Liu, Wanxiang Che, Li Xiao, Zhipeng Chen, Wentao Ma, Shijin Wang, Guoping Hu |
| 2019 | EMNLP | A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding. | Libo Qin, Wanxiang Che, Yangming Li, Haoyang Wen, Ting Liu |
| 2019 | EMNLP | Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever. | Libo Qin, Yijia Liu, Wanxiang Che, Haoyang Wen, Yangming Li, Ting Liu |
| 2019 | EMNLP | Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing. | Yuxuan Wang, Wanxiang Che, Jiang Guo, Yijia Liu, Ting Liu |
| 2018 | AAAI | A Neural Transition-Based Approach for Semantic Dependency Graph Parsing. | Yuxuan Wang, Wanxiang Che, Jiang Guo, Ting Liu |
| 2018 | ACL | Distilling Knowledge for Search-based Structured Prediction. | Yijia Liu, Wanxiang Che, Huaipeng Zhao, Bing Qin, Ting Liu |
| 2018 | COLING | Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding. | Yutai Hou, Yijia Liu, Wanxiang Che, Ting Liu |
| 2018 | COLING | Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation. | Haoyang Wen, Yijia Liu, Wanxiang Che, Libo Qin, Ting Liu |
| 2018 | CoNLL | Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank Concatenation. | Wanxiang Che, Yijia Liu, Yuxuan Wang, Bo Zheng, Ting Liu |
| 2018 | EMNLP | An AMR Aligner Tuned by Transition-based Parser. | Yijia Liu, Wanxiang Che, Bo Zheng, Bing Qin, Ting Liu |
| 2018 | IJCAI | Joint Extraction of Entities and Relations Based on a Novel Graph Scheme. | Shaolei Wang, Yue Zhang, Wanxiang Che, Ting Liu |
| 2018 | NAACL | Parsing Tweets into Universal Dependencies. | Yijia Liu, Yi Zhu, Wanxiang Che, Bing Qin, Nathan Schneider, Noah A. Smith |
| 2017 | ACL | Benben: A Chinese Intelligent Conversational Robot. | Weinan Zhang, Ting Liu, Bing Qin, Yu Zhang, Wanxiang Che, Yanyan Zhao, Xiao Ding |
| 2017 | CoNLL | The HIT-SCIR System for End-to-End Parsing of Universal Dependencies. | Wanxiang Che, Jiang Guo, Yuxuan Wang, Bo Zheng, Huaipeng Zhao, Yang Liu, Dechuan Teng, Ting Liu |
| 2017 | EMNLP | Transition-Based Disfluency Detection using LSTMs. | Shaolei Wang, Wanxiang Che, Yue Zhang, Meishan Zhang, Ting Liu |
| 2017 | IJCNLP | Deep Learning in Lexical Analysis and Parsing. | Wanxiang Che, Yue Zhang |
| 2016 | AAAI | A Representation Learning Framework for Multi-Source Transfer Parsing. | Jiang Guo, Wanxiang Che, David Yarowsky, Haifeng Wang, Ting Liu |
| 2016 | COLING | A Universal Framework for Inductive Transfer Parsing across Multi-typed Treebanks. | Jiang Guo, Wanxiang Che, Haifeng Wang, Ting Liu |
| 2016 | COLING | A Unified Architecture for Semantic Role Labeling and Relation Classification. | Jiang Guo, Wanxiang Che, Haifeng Wang, Ting Liu, Jun Xu |
| 2016 | COLING | A Neural Attention Model for Disfluency Detection. | Shaolei Wang, Wanxiang Che, Ting Liu |
| 2016 | IJCAI | Exploring Segment Representations for Neural Segmentation Models. | Yijia Liu, Wanxiang Che, Jiang Guo, Bing Qin, Ting Liu |
| 2016 | IJCAI | HC-Search for Incremental Parsing. | Yijia Liu, Wanxiang Che, Bing Qin, Ting Liu |
| 2015 | ACL | Cross-lingual Dependency Parsing Based on Distributed Representations. | Jiang Guo, Wanxiang Che, David Yarowsky, Haifeng Wang, Ting Liu |
| 2015 | NAACL | Transition-Based Syntactic Linearization. | Yijia Liu, Yue Zhang, Wanxiang Che, Bing Qin |
| 2014 | ACL | Learning Semantic Hierarchies via Word Embeddings. | Ruiji Fu, Jiang Guo, Bing Qin, Wanxiang Che, Haifeng Wang, Ting Liu |
| 2014 | ACL | Character-Level Chinese Dependency Parsing. | Meishan Zhang, Yue Zhang, Wanxiang Che, Ting Liu |
| 2014 | CICLING | A Semantics Oriented Grammar for Chinese Treebanking. | Meishan Zhang, Yue Zhang, Wanxiang Che, Ting Liu |
| 2014 | COLING | Learning Sense-specific Word Embeddings By Exploiting Bilingual Resources. | Jiang Guo, Wanxiang Che, Haifeng Wang, Ting Liu |
| 2014 | COLING | Jointly or Separately: Which is Better for Parsing Heterogeneous Dependencies? | Meishan Zhang, Wanxiang Che, Yanqiu Shao, Ting Liu |
| 2014 | COLING | Sentence Compression for Target-Polarity Word Collocation Extraction. | Yanyan Zhao, Wanxiang Che, Honglei Guo, Bing Qin, Zhong Su, Ting Liu |
| 2014 | EACL | Type-Supervised Domain Adaptation for Joint Segmentation and POS-Tagging. | Meishan Zhang, Yue Zhang, Wanxiang Che, Ting Liu |
| 2014 | EMNLP | Revisiting Embedding Features for Simple Semi-supervised Learning. | Jiang Guo, Wanxiang Che, Haifeng Wang, Ting Liu |
| 2014 | EMNLP | Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations. | Yijia Liu, Yue Zhang, Wanxiang Che, Ting Liu, Fan Wu |
| 2013 | AAAI | Effective Bilingual Constraints for Semi-Supervised Learning of Named Entity Recognizers. | Mengqiu Wang, Wanxiang Che, Christopher D. Manning |
| 2013 | ACL | Joint Word Alignment and Bilingual Named Entity Recognition Using Dual Decomposition. | Mengqiu Wang, Wanxiang Che, Christopher D. Manning |
| 2013 | ACL | Chinese Parsing Exploiting Characters. | Meishan Zhang, Yue Zhang, Wanxiang Che, Ting Liu |
| 2013 | ADMA | Convolution Neural Network for Relation Extraction. | Chunyang Liu, Wenbo Sun, Wenhan Chao, Wanxiang Che |
| 2013 | NAACL | Named Entity Recognition with Bilingual Constraints. | Wanxiang Che, Mengqiu Wang, Christopher D. Manning, Ting Liu |
| 2012 | ACL | A Comparison of Chinese Parsers for Stanford Dependencies. | Wanxiang Che, Valentin I. Spitkovsky, Ting Liu |
| 2012 | ACL | Exploiting Multiple Treebanks for Parsing with Quasi-synchronous Grammars. | Zhenghua Li, Ting Liu, Wanxiang Che |
| 2012 | COLING | A Separately Passive-Aggressive Training Algorithm for Joint POS Tagging and Dependency Parsing. | Zhenghua Li, Min Zhang, Wanxiang Che, Ting Liu |
| 2012 | COLING | Stacking Heterogeneous Joint Models of Chinese POS Tagging and Dependency Parsing. | Meishan Zhang, Wanxiang Che, Ting Liu, Zhenghua Li |
| 2011 | EMNLP | Joint Models for Chinese POS Tagging and Dependency Parsing. | Zhenghua Li, Min Zhang, Wanxiang Che, Ting Liu, Wenliang Chen, Haizhou Li |
| 2011 | IJCNLP | Word Sense Disambiguation Corpora Acquisition via Confirmation Code. | Wanxiang Che, Ting Liu |
| 2011 | IJCNLP | A Graph-based Method for Entity Linking. | Yuhang Guo, Wanxiang Che, Ting Liu, Sheng Li |
| 2011 | IJCNLP | Improving Chinese POS Tagging with Dependency Parsing. | Zhenghua Li, Wanxiang Che, Ting Liu |
| 2010 | COLING | Jointly Modeling WSD and SRL with Markov Logic. | Wanxiang Che, Ting Liu |
| 2010 | COLING | LTP: A Chinese Language Technology Platform. | Wanxiang Che, Zhenghua Li, Ting Liu |
| 2010 | NAACL | Improving Semantic Role Labeling with Word Sense. | Wanxiang Che, Ting Liu, Yongqiang Li |
| 2009 | CoNLL | Multilingual Dependency-based Syntactic and Semantic Parsing. | Wanxiang Che, Zhenghua Li, Yongqiang Li, Yuhang Guo, Bing Qin, Ting Liu |
| 2008 | CoNLL | A Cascaded Syntactic and Semantic Dependency Parsing System. | Wanxiang Che, Zhenghua Li, Yuxuan Hu, Yongqiang Li, Bing Qin, Ting Liu, Sheng Li |
| 2008 | IJCNLP | Fast Computing Grammar-driven Convolution Tree Kernel for Semantic Role Labeling. | Wanxiang Che, Min Zhang, AiTi Aw, Chew Lim Tan, Ting Liu, Sheng Li |
| 2007 | ACL | A Grammar-driven Convolution Tree Kernel for Semantic Role Classification. | Min Zhang, Wanxiang Che, AiTi Aw, Chew Lim Tan, Guodong Zhou, Ting Liu, Sheng Li |
| 2006 | ACL | A Hybrid Convolution Tree Kernel for Semantic Role Labeling. | Wanxiang Che, Min Zhang, Ting Liu, Sheng Li |
| 2005 | CoNLL | Semantic Role Labeling System Using Maximum Entropy Classifier. | Ting Liu, Wanxiang Che, Sheng Li, Yuxuan Hu, Huaijun Liu |
| 2005 | IJCNLP | Improved-Edit-Distance Kernel for Chinese Relation Extraction. | Wanxiang Che, Jianmin Jiang, Zhong Su, Yue Pan, Ting Liu |