Beihang at the NTCIR-13 STC-2 Task. - Dejian Yang; Yu Wu 012; Zhoujun Li 001; Wei Wu 014; Can Xu 002 (NTCIR, 2017)

Neural Response Generation with Dynamic Vocabularies. - Yu Wu 012; Wei Wu 014; Dejian Yang; Can Xu 002; Zhoujun Li 001; Ming Zhou 001 (CoRR, 2017)

Knowledge Enhanced Hybrid Neural Network for Text Matching. - Yu Wu 012; Wei Wu 014; Can Xu 002; Zhoujun Li 001 (AAAI, 2018)

Neural Response Generation With Dynamic Vocabularies. - Yu Wu 012; Wei Wu 014; Dejian Yang; Can Xu 002; Zhoujun Li 001 (AAAI, 2018)

Playing 20 Question Game with Policy-Based Reinforcement Learning. - Huang Hu; Xianchao Wu; Bingfeng Luo; Chongyang Tao; Can Xu 002; Wei Wu 014; Zhan Chen (EMNLP, 2018)

Towards Explainable and Controllable Open Domain Dialogue Generation with Dialogue Acts. - Can Xu 002; Wei Wu 014; Yu Wu 012 (CoRR, 2018)

Improving Matching Models with Contextualized Word Representations for Multi-turn Response Selection in Retrieval-based Chatbots. - Chongyang Tao; Wei Wu 014; Can Xu 002; Yansong Feng 002; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2018)

One Time of Interaction May Not Be Enough: Go Deep with an Interaction-over-Interaction Network for Response Selection in Dialogues. - Chongyang Tao; Wei Wu 014; Can Xu 002; Wenpeng Hu; Dongyan Zhao 001; Rui Yan 001 (ACL (1), 2019)

Neural Response Generation with Meta-words. - Can Xu 002; Wei Wu 014; Chongyang Tao; Huang Hu; Matt Schuerman; Ying Wang (ACL (1), 2019)

Low-Resource Response Generation with Template Prior. - Ze Yang 001; Wei Wu 014; Jian Yang 030; Can Xu 002; Zhoujun Li 001 (EMNLP/IJCNLP (1), 2019)

Read, Attend and Comment: A Deep Architecture for Automatic News Comment Generation. - Ze Yang 001; Can Xu 002; Wei Wu 014; Zhoujun Li 001 (EMNLP/IJCNLP (1), 2019)

A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots. - Xueliang Zhao; Chongyang Tao; Wei Wu 014; Can Xu 002; Dongyan Zhao 001; Rui Yan 001 (IJCAI, 2019)

Multi-Representation Fusion Network for Multi-Turn Response Selection in Retrieval-Based Chatbots. - Chongyang Tao; Wei Wu 014; Can Xu 002; Wenpeng Hu; Dongyan Zhao 001; Rui Yan 001 (WSDM, 2019)

A Sequential Matching Framework for Multi-Turn Response Selection in Retrieval-Based Chatbots. - Yu Wu 012; Wei Wu 014; Chen Xing; Can Xu 002; Zhoujun Li 001; Ming Zhou 001 (Comput. Linguistics, 2019)

StyleDGPT: Stylized Response Generation with Pre-trained Language Models. - Ze Yang 001; Wei Wu 014; Can Xu 002; Xinnian Liang; Jiaqi Bai 001; Liran Wang; Wei Wang 301; Zhoujun Li 001 (EMNLP (Findings), 2020)

Knowledge-Grounded Dialogue Generation with Pre-trained Language Models. - Xueliang Zhao; Wei Wu 014; Can Xu 002; Chongyang Tao; Dongyan Zhao 001; Rui Yan 001 (EMNLP (1), 2020)

Low-Resource Knowledge-Grounded Dialogue Generation. - Xueliang Zhao; Wei Wu 014; Chongyang Tao; Can Xu 002; Dongyan Zhao 001; Rui Yan 001 (ICLR, 2020)

Zero-Resource Knowledge-Grounded Dialogue Generation. - Linxiao Li; Can Xu 002; Wei Wu 014; Yufan Zhao; Xueliang Zhao; Chongyang Tao (NeurIPS, 2020)

Open Domain Dialogue Generation with Latent Images. - Ze Yang 001; Wei Wu 014; Huang Hu; Can Xu 002; Zhoujun Li 001 (CoRR, 2020)

Open Domain Dialogue Generation with Latent Images. - Ze Yang 001; Wei Wu 014; Huang Hu; Can Xu 002; Wei Wang 301; Zhoujun Li 001 (AAAI, 2021)

MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding. - Jia-Chen Gu; Chongyang Tao; Zhen-Hua Ling; Can Xu 002; Xiubo Geng; Daxin Jiang (ACL/IJCNLP (1), 2021)

Maria: A Visual Experience Powered Conversational Agent. - Zujie Liang; Huang Hu; Can Xu 002; Chongyang Tao; Xiubo Geng; Yining Chen; Fan Liang; Daxin Jiang (ACL/IJCNLP (1), 2021)

ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation. - Weizhen Qi; Yeyun Gong; Yu Yan; Can Xu 002; Bolun Yao; Bartuer Zhou; Biao Cheng; Daxin Jiang; Jiusheng Chen; Ruofei Zhang; Houqiang Li; Nan Duan 001 (ACL (demo), 2021)

Learning to Ground Visual Objects for Visual Dialog. - Feilong Chen; Xiuyi Chen; Can Xu 002; Daxin Jiang (EMNLP (Findings), 2021)

Learning Neural Templates for Recommender Dialogue System. - Zujie Liang; Huang Hu; Can Xu 002; Jian Miao; Yingying He; Yining Chen; Xiubo Geng; Fan Liang; Daxin Jiang (EMNLP (1), 2021)

Neural Rule-Execution Tracking Machine For Transformer-Based Text Generation. - Yufei Wang 003; Can Xu 002; Huang Hu; Chongyang Tao; Stephen Wan 001; Mark Dras; Mark Johnson 001; Daxin Jiang (NeurIPS, 2021)

Finetuning Large-Scale Pre-trained Language Models for Conversational Recommendation with Knowledge Graph. - Lingzhi Wang 001; Huang Hu; Lei Sha; Can Xu 002; Kam-Fai Wong; Daxin Jiang (CoRR, 2021)

PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks. - Yufei Wang 003; Can Xu 002; Qingfeng Sun; Huang Hu; Chongyang Tao; Xiubo Geng; Daxin Jiang (ACL (1), 2022)

Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain Conversations. - Wei Chen 088; Yeyun Gong; Can Xu 002; Huang Hu; Bolun Yao; Zhongyu Wei; Zhihao Fan; Xiaowu Hu; Bartuer Zhou; Biao Cheng; Daxin Jiang; Nan Duan 001 (ACL (1), 2022)

Multimodal Dialogue Response Generation. - Qingfeng Sun; Yujing Wang; Can Xu 002; Kai Zheng 021; Yaming Yang 001; Huang Hu; Fei Xu; Jessica Zhang; Xiubo Geng; Daxin Jiang (ACL (1), 2022)

TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge. - Chao-Hong Tan; Jia-Chen Gu; Chongyang Tao; Zhen-Hua Ling; Can Xu 002; Huang Hu; Xiubo Geng; Daxin Jiang (ACL (Findings), 2022)

PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings. - Qiyu Wu 001; Chongyang Tao; Tao Shen 001; Can Xu 002; Xiubo Geng; Daxin Jiang (EMNLP, 2022)

RecInDial: A Unified Framework for Conversational Recommendation with Pretrained Language Models. - Lingzhi Wang 001; Huang Hu; Lei Sha; Can Xu 002; Daxin Jiang; Kam-Fai Wong (AACL/IJCNLP (1), 2022)

Small Changes Make Big Differences: Improving Multi-turn Response Selection in Dialogue Systems via Fine-Grained Contrastive Learning. - Yuntao Li; Can Xu 002; Huang Hu; Lei Sha; Yan Zhang 117; Daxin Jiang (INTERSPEECH, 2022)

Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting. - Qingfeng Sun; Can Xu 002; Huang Hu; Yujing Wang; Jian Miao; Xiubo Geng; Yining Chen; Fei Xu; Daxin Jiang (NAACL-HLT, 2022)

Unsupervised Cross-Domain Adaptation for Response Selection Using Self-Supervised and Adversarial Training. - Jia Li 012; Chongyang Tao; Huang Hu; Can Xu 002; Yining Chen; Daxin Jiang (WSDM, 2022)

UnifieR: A Unified Retriever for Large-Scale Retrieval. - Tao Shen 001; Xiubo Geng; Chongyang Tao; Can Xu 002; Kai Zhang 033; Daxin Jiang (CoRR, 2022)

KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Few-Shot NLP. - Yufei Wang 003; Jiayi Zheng; Can Xu 002; Xiubo Geng; Tao Shen 001; Chongyang Tao; Daxin Jiang (CoRR, 2022)

Adam: Dense Retrieval Distillation with Adaptive Dark Examples. - Chang Liu 076; Chongyang Tao; Xiubo Geng; Tao Shen 001; Dongyan Zhao 001; Can Xu 002; Binxing Jiao; Daxin Jiang (CoRR, 2022)

Fine-Grained Distillation for Long Document Retrieval. - Yucheng Zhou 001; Tao Shen 001; Xiubo Geng; Chongyang Tao; Guodong Long; Can Xu 002; Daxin Jiang (CoRR, 2022)

MMDialog: A Large-scale Multi-turn Dialogue Dataset Towards Multi-modal Open-domain Conversation. - Jiazhan Feng; Qingfeng Sun; Can Xu 002; Pu Zhao 004; Yaming Yang 001; Chongyang Tao; Dongyan Zhao 001; Qingwei Lin (ACL (1), 2023)

Towards Robust Ranker for Text Retrieval. - Yucheng Zhou 001; Tao Shen 001; Xiubo Geng; Chongyang Tao; Can Xu 002; Guodong Long; Binxing Jiao; Daxin Jiang (ACL (Findings), 2023)

Iterative Proposal Refinement for Weakly-Supervised Video Grounding. - Meng Cao 002; Fangyun Wei; Can Xu 002; Xiubo Geng; Long Chen 016; Can Zhang 001; Yuexian Zou; Tao Shen 001; Daxin Jiang (CVPR, 2023)

Investigating the Learning Behaviour of In-Context Learning: A Comparison with Supervised Learning. - Xindi Wang 001; Yufei Wang 003; Can Xu 002; Xiubo Geng; Bowen Zhang; Chongyang Tao; Frank Rudzicz; Robert E. Mercer; Daxin Jiang (ECAI, 2023)

LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Sparse Retrieval. - Ziyang Luo; Pu Zhao 004; Can Xu 002; Xiubo Geng; Tao Shen 001; Chongyang Tao; Jing Ma 004; Qingwei Lin; Daxin Jiang (ICCV, 2023)

LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval. - Tao Shen 001; Xiubo Geng; Chongyang Tao; Can Xu 002; Xiaolong Huang; Binxing Jiao; Linjun Yang; Daxin Jiang (ICLR, 2023)

KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Low-Resource NLP. - Yufei Wang 003; Jiayi Zheng; Can Xu 002; Xiubo Geng; Tao Shen 001; Chongyang Tao; Daxin Jiang (ICLR, 2023)

HypeR: Multitask Hyper-Prompted Training Enables Large-Scale Retrieval Generalization. - Zefeng Cai; Chongyang Tao; Tao Shen 001; Can Xu 002; Xiubo Geng; Xin Alex Lin; Liang He 001; Daxin Jiang (ICLR, 2023)

UnifieR: A Unified Retriever for Large-Scale Retrieval. - Tao Shen 001; Xiubo Geng; Chongyang Tao; Can Xu 002; Guodong Long; Kai Zhang 033; Daxin Jiang (KDD, 2023)

LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval. - Kai Zhang 033; Chongyang Tao; Tao Shen 001; Can Xu 002; Xiubo Geng; Binxing Jiao; Daxin Jiang (WWW, 2023)

LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Retrieval. - Ziyang Luo; Pu Zhao 004; Can Xu 002; Xiubo Geng; Tao Shen 001; Chongyang Tao; Jing Ma 004; Qingwen Lin; Daxin Jiang (CoRR, 2023)

WizardLM: Empowering Large Language Models to Follow Complex Instructions. - Can Xu 002; Qingfeng Sun; Kai Zheng 021; Xiubo Geng; Pu Zhao 004; Jiazhan Feng; Chongyang Tao; Daxin Jiang (CoRR, 2023)

Self-Supervised Multi-Modal Sequential Recommendation. - Kunzhe Song; Qingfeng Sun; Can Xu 002; Kai Zheng 021; Yaming Yang 001 (CoRR, 2023)

Augmented Large Language Models with Parametric Knowledge Guiding. - Ziyang Luo; Can Xu 002; Pu Zhao 004; Xiubo Geng; Chongyang Tao; Jing Ma 004; Qingwei Lin; Daxin Jiang (CoRR, 2023)

Knowledge Refinement via Interaction Between Search Engines and Large Language Models. - Jiazhan Feng; Chongyang Tao; Xiubo Geng; Tao Shen 001; Can Xu 002; Guodong Long; Dongyan Zhao 001; Daxin Jiang (CoRR, 2023)

WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct. - Haipeng Luo; Qingfeng Sun; Can Xu 002; Pu Zhao 004; Jianguang Lou; Chongyang Tao; Xiubo Geng; Qingwei Lin; Shifeng Chen; Dongmei Zhang 001 (CoRR, 2023)

Re-Reading Improves Reasoning in Language Models. - Xiaohan Xu; Chongyang Tao; Tao Shen 001; Can Xu 002; Hongbo Xu; Guodong Long; Jianguang Lou (CoRR, 2023)

Fine-Grained Distillation for Long Document Retrieval. - Yucheng Zhou 001; Tao Shen 001; Xiubo Geng; Chongyang Tao; Jianbing Shen; Guodong Long; Can Xu 002; Daxin Jiang (AAAI, 2024)

Synergistic Interplay between Search and Large Language Models for Information Retrieval. - Jiazhan Feng; Chongyang Tao; Xiubo Geng; Tao Shen 001; Can Xu 002; Guodong Long; Dongyan Zhao 001; Daxin Jiang (ACL (1), 2024)

ADAM: Dense Retrieval Distillation with Adaptive Dark Examples. - Chongyang Tao; Chang Liu 076; Tao Shen 001; Can Xu 002; Xiubo Geng; Binxing Jiao; Daxin Jiang (ACL (Findings), 2024)

Leveraging Large Language Models for NLG Evaluation: Advances and Challenges. - Zhen Li 048; Xiaohan Xu; Tao Shen 001; Can Xu 002; Jia-Chen Gu; Yuxuan Lai; Chongyang Tao; Shuai Ma 001 (EMNLP, 2024)

Re-Reading Improves Reasoning in Large Language Models. - Xiaohan Xu; Chongyang Tao; Tao Shen 001; Can Xu 002; Hongbo Xu; Guodong Long; Jian-Guang Lou; Shuai Ma 001 (EMNLP, 2024)

Automatic Instruction Evolving for Large Language Models. - Weihao Zeng; Can Xu 002; Yingxiu Zhao; Jian-Guang Lou; Weizhu Chen (EMNLP, 2024)

WizardCoder: Empowering Code Large Language Models with Evol-Instruct. - Ziyang Luo; Can Xu 002; Pu Zhao 004; Qingfeng Sun; Xiubo Geng; Wenxiang Hu; Chongyang Tao; Jing Ma 004; Qingwei Lin; Daxin Jiang (ICLR, 2024)

WizardLM: Empowering Large Pre-Trained Language Models to Follow Complex Instructions. - Can Xu 002; Qingfeng Sun; Kai Zheng 021; Xiubo Geng; Pu Zhao 004; Jiazhan Feng; Chongyang Tao; Qingwei Lin; Daxin Jiang (ICLR, 2024)

WizardArena: Post-training Large Language Models via Simulated Offline Chatbot Arena. - Haipeng Luo; Qingfeng Sun; Can Xu 002; Pu Zhao 004; Qingwei Lin; Jian-Guang Lou; Shifeng Chen; Yansong Tang; Weizhu Chen (NeurIPS, 2024)

Leveraging Large Language Models for NLG Evaluation: A Survey. - Zhen Li 048; Xiaohan Xu; Tao Shen 001; Can Xu 002; Jia-Chen Gu; Chongyang Tao (CoRR, 2024)

A Survey on Knowledge Distillation of Large Language Models. - Xiaohan Xu; Ming Li 010; Chongyang Tao; Tao Shen 001; Reynold Cheng; Jinyang Li 003; Can Xu 002; Dacheng Tao; Tianyi Zhou 001 (CoRR, 2024)

Arena Learning: Build Data Flywheel for LLMs Post-training via Simulated Chatbot Arena. - Haipeng Luo; Qingfeng Sun; Can Xu 002; Pu Zhao 004; Qingwei Lin; Jianguang Lou; Shifeng Chen; Yansong Tang; Weizhu Chen (CoRR, 2024)

AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation. - Mengkang Hu; Pu Zhao 004; Can Xu 002; Qingfeng Sun; Jianguang Lou; Qingwei Lin; Ping Luo 002; Saravan Rajmohan; Dongmei Zhang 001 (CoRR, 2024)

Towards a Unified Paradigm: Integrating Recommendation Systems as a New Language in Large Models. - Kai Zheng 021; Qingfeng Sun; Can Xu 002; Peng Yu; Qingwei Guo (CoRR, 2024)

WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models. - Huawen Feng; Pu Zhao 004; Qingfeng Sun; Can Xu 002; Fangkai Yang; Lu Wang 029; Qianli Ma 001; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang 001; Qi Zhang 066 (ACL (1), 2025)

WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct. - Haipeng Luo; Qingfeng Sun; Can Xu 002; Pu Zhao 004; Jian-Guang Lou; Chongyang Tao; Xiubo Geng; Qingwei Lin; Shifeng Chen; Yansong Tang; Dongmei Zhang 001 (ICLR, 2025)

AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation. - Mengkang Hu; Pu Zhao 004; Can Xu 002; Qingfeng Sun; Jian-Guang Lou; Qingwei Lin; Ping Luo 002; Saravan Rajmohan (KDD (1), 2025)

RetriEVAL: Evaluating Text Generation with Contextualized Lexical Match. - Zhen Li 048; Xinchi Li; Chongyang Tao; Jiazhan Feng; Tao Shen 001; Can Xu 002; Hao Wang 132; Dongyan Zhao 001; Shuai Ma 001 (WSDM, 2025)

Zero Reinforcement Learning Towards General Domains. - Yuyuan Zeng; Yufei Huang 021; Can Xu 002; Qingfeng Sun; Jianfeng Yan; Guanghui Xu; Tao Yang 046; Fengzong Lian (CoRR, 2025)

AgentMath: Empowering Mathematical Reasoning for Large Language Models via Tool-Augmented Agent. - Haipeng Luo; Huawen Feng; Qingfeng Sun; Can Xu 002; Kai Zheng; Yufei Wang; Tao Yang 046; Han Hu 001; Yansong Tang; Di Wang 052 (CoRR, 2025)

RubricBench: Aligning Model-Generated Rubrics with Human Standards. - Junyi Zhou; Qiyuan Zhang 001; Yufei Wang 005; Fuyuan Lyu; Yidong Ming; Can Xu 002; Qingfeng Sun; Kai Zheng 001; Peng Kang; Xue Liu 001; Chen Ma 001 (ACL (1), 2026)

OffSeeker: Online Reinforcement Learning Is Not All You Need for Deep Research Agents. - Yuhang Zhou; Kai Zheng; Qiguang Chen; Mengkang Hu; Qingfeng Sun; Can Xu 002; Jingjing Chen (CoRR, 2026)

Beyond Length Scaling: Synergizing Breadth and Depth for Generative Reward Models. - Qiyuan Zhang 001; Yufei Wang 005; Tianhe Wu; Can Xu 002; Qingfeng Sun; Kai Zheng 001; Xue Liu 001; Chen Ma 001 (CoRR, 2026)

Do Phone-Use Agents Respect Your Privacy? - Zhengyang Tang; Ke Ji; Xidong Wang; Zihan Ye; Xinyuan Wang; Yiduo Guo; Ziniu Li; Chenxin Li; Jingyuan Hu; Shunian Chen; Tongxu Luo; Jiaxi Bi; et al. (CoRR, 2026)