Long Short-Term Sample Distillation. - Liang Jiang; Zujie Wen; Zhongping Liang; Yafang Wang; Gerard de Melo; Zhe Li 007; Liangzhuang Ma; Jiaxing Zhang; Xiaolong Li 005; Yuan Qi 001 (AAAI, 2020)

aDMSCN: A Novel Perspective for User Intent Prediction in Customer Service Bots. - Kuan Xu; Chilin Fu; Xiaolu Zhang; Cen Chen 001; Ya-Lin Zhang 001; Wenge Rong; Zujie Wen; Jun Zhou 011; Xiaolong Li 005; Yu Qiao 001 (CIKM, 2020)

Interactive Question Clarification in Dialogue via Reinforcement Learning. - Xiang Hu; Zujie Wen; Yafang Wang; Xiaolong Li 005; Gerard de Melo (COLING (Industry), 2020)

Query Distillation: BERT-based Distillation for Ensemble Ranking. - Wangshu Zhang; Junhong Liu; Zujie Wen; Yafang Wang; Gerard de Melo (COLING (Industry), 2020)

IFDDS: An Anti-fraud Outbound Robot. - Zihao Wang; Minghui Yang; Chunxiang Jin; Jia Liu; Zujie Wen; Saishuai Liu; Zhe Zhang (AAAI, 2021)

R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling. - Xiang Hu; Haitao Mi; Zujie Wen; Yafang Wang; Yi Su; Jing Zheng; Gerard de Melo (ACL/IJCNLP (1), 2021)

A Dialogue-based Information Extraction System for Medical Insurance Assessment. - Shuang Peng 009; Mengdi Zhou; Minghui Yang; Haitao Mi; Shaosheng Cao; Zujie Wen; Teng Xu 007; Hongbin Wang; Lei Liu (ACL/IJCNLP (Findings), 2021)

'Could You Describe the Reason for the Transfer?': A Reinforcement Learning Based Voice-Enabled Bot Protecting Customers from Financial Frauds. - Zihao Wang; Fudong Wang; Haipeng Zhang 004; Minghui Yang; Shaosheng Cao; Zujie Wen; Zhe Zhang (CIKM, 2021)

IIAS: An Intelligent Insurance Assessment System through Online Real-time Conversation Analysis. - Mengdi Zhou; Shuang Peng 009; Minghui Yang; Nan Li; Hongbin Wang; Li Qiao; Haitao Mi; Zujie Wen; Teng Xu 007; Lei Liu (IJCAI, 2021)

Duplex Conversation in Outbound Agent System. - Chunxiang Jin; Minghui Yang; Zujie Wen (Interspeech, 2021)

Insurance Assistant: An Intelligent Platform for Video Insurance Assessment. - Shuang Peng 009; Minghui Yang; Fudong Wang; Xiangyang Li; Zujie Wen; Lei Liu (WWW (Companion Volume), 2021)

SeaD: End-to-end Text-to-SQL Generation with Schema-aware Denoising. - Kuan Xuan; Yongbo Wang; Yongliang Wang; Zujie Wen; Yang Dong (CoRR, 2021)

Improve Interpretability of Neural Networks via Sparse Contrastive Coding. - Junhong Liu; Yijie Lin 001; Liang Jiang; Jia Liu; Zujie Wen; Xi Peng 001 (EMNLP (Findings), 2022)

SeaD: End-to-end Text-to-SQL Generation with Schema-aware Denoising. - Kuan Xu; Yongbo Wang; Yongliang Wang; Zihao Wang; Zujie Wen; Yang Dong (NAACL-HLT (Findings), 2022)

Towards Generalized Models for Task-oriented Dialogue Modeling on Spoken Conversations. - Ruijie Yan; Shuang Peng 009; Haitao Mi; Liang Jiang; Shihui Yang; Yuchi Zhang; Jiajun Li; Liangrui Peng; Yongliang Wang; Zujie Wen (CoRR, 2022)

Utterance Rewriting with Contrastive Learning in Multi-turn Dialogue. - Zhihao Wang; Tangjian Duan; Zihao Wang; Minghui Yang; Zujie Wen; Yongliang Wang (CoRR, 2022)

AdaCoach: A Virtual Coach for Training Customer Service Agents. - Shuang Peng 009; Shuai Zhu; Minghui Yang; Haozhou Huang; Dan Liu; Zujie Wen; Xuelian Li; Biao Fan (CoRR, 2022)

Robust Domain Adaptation for Machine Reading Comprehension. - Liang Jiang; Zhenyu Huang 005; Jia Liu; Zujie Wen; Xi Peng 001 (AAAI, 2023)

Knowing-how & Knowing-that: A New Task for Machine Comprehension of User Manuals. - Hongru Liang; Jia Liu; Weihong Du; Dingnan Jin; Wenqiang Lei; Zujie Wen; Jiancheng Lv 001 (ACL (Findings), 2023)

Towards Effective Automatic Debt Collection with Persona Awareness. - Tong Zhang; Junhong Liu; Chen Huang 006; Jia Liu; Hongru Liang; Zujie Wen; Wenqiang Lei (EMNLP (Industry Track), 2023)

Towards Hierarchical Policy Learning for Conversational Recommendation with Hypergraph-based Reinforcement Learning. - Sen Zhao 001; Wei Wei 002; Yifan Liu 004; Ziyang Wang; Wendi Li; Xian-Ling Mao; Shuai Zhu; Minghui Yang; Zujie Wen (IJCAI, 2023)

Multi-view Hypergraph Contrastive Policy Learning for Conversational Recommendation. - Sen Zhao 001; Wei Wei 002; Xian-Ling Mao; Shuai Zhu; Minghui Yang; Zujie Wen; Dangyang Chen; Feida Zhu 001 (SIGIR, 2023)

Knowing-how & Knowing-that: A New Task for Machine Reading Comprehension of User Manuals. - Hongru Liang; Jia Liu; Weihong Du; Dingnan Jin; Wenqiang Lei; Zujie Wen; Jiancheng Lv 001 (CoRR, 2023)

CARE: A Clue-guided Assistant for CSRs to Read User Manuals. - Weihong Du; Jia Liu; Zujie Wen; Dingnan Jin; Hongru Liang; Wenqiang Lei (ACL (1), 2024)

Strength Lies in Differences! Improving Strategy Planning for Non-collaborative Dialogues via Diversified User Simulation. - Tong Zhang; Chen Huang 006; Yang Deng 002; Hongru Liang; Jia Liu; Zujie Wen; Wenqiang Lei; Tat-Seng Chua (EMNLP, 2024)

Multi-granularity Correspondence Learning from Long-term Noisy Videos. - Yijie Lin 001; Jie Zhang; Zhenyu Huang 005; Jia Liu; Zujie Wen; Xi Peng 001 (ICLR, 2024)

AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback. - Jian Guan 002; Wei Wu 014; Zujie Wen; Peng Xu; Hongning Wang; Minlie Huang (NeurIPS, 2024)

Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems. - Tianyu Cui; Yanling Wang; Chuanpu Fu; Yong Xiao; Sijia Li; Xinhao Deng; Yunpeng Liu; Qinglin Zhang; Ziyi Qiu; Peiyang Li; Zhixing Tan; Junwu Xiong; et al. (CoRR, 2024)

Strength Lies in Differences! Towards Effective Non-collaborative Dialogues via Tailored Strategy Planning. - Tong Zhang; Chen Huang 006; Yang Deng 002; Hongru Liang; Jia Liu; Zujie Wen; Wenqiang Lei; Tat-Seng Chua (CoRR, 2024)

Hummer: Towards Limited Competitive Preference Dataset. - Li Jiang; Yusen Wu; Junwu Xiong; Jingqing Ruan; Yichuan Ding; Qingpei Guo; Zujie Wen; Jun Zhou; Xiaotie Deng (CoRR, 2024)

Every FLOP Counts: Scaling a 300B Mixture-of-Experts LING LLM without Premium GPUs. - Ling Team; Binwei Zeng; Chao Huang; Chao Zhang; Changxin Tian; Cong Chen; Dingnan Jin; Feng Yu; Feng Zhu; Feng Yuan; Fakang Wang; Gangshan Wang; et al. (CoRR, 2025)

SHARP: Synthesizing High-quality Aligned Reasoning Problems for Large Reasoning Models Reinforcement Learning. - Xiong Jun Wu; Zhenduo Zhang; Zujie Wen; Zhiqiang Zhang 012; Wang Ren; Lei Shi; Cai Chen; Deng Zhao; Qing Wang; Xudong Han; Chengfu Tang; Dingnan Jin; et al. (CoRR, 2025)

Ring-lite: Scalable Reasoning via C3PO-Stabilized Reinforcement Learning for LLMs. - Ling Team; Bin Hu; Cai Chen; Deng Zhao; Ding Liu; Dingnan Jin; Feng Zhu; Hao Dai; Hongzhi Luan; Jia Guo; Jiaming Liu; Jiewei Wu; et al. (CoRR, 2025)

Enhancing Cross-task Transfer of Large Language Models via Activation Steering. - Xinyu Tang 004; Zhihao Lv; Xiaoxue Cheng; Junyi Li; Wayne Xin Zhao; Zujie Wen; Zhiqiang Zhang 012; Jun Zhou 011 (CoRR, 2025)