Alibaba at IJCNLP-2017 Task 1: Embedding Grammatical Features into LSTMs for Chinese Grammatical Error Diagnosis Task. - Yi Yang; Pengjun Xie; Jun Tao; Guangwei Xu; Linlin Li 001; Si Luo (IJCNLP (Shared Tasks), 2017)

DM_NLP at SemEval-2018 Task 8: neural sequence labeling with linguistic features. - Chunping Ma; Huafei Zheng; Pengjun Xie; Chen Li; Linlin Li; Si Luo (SemEval@NAACL-HLT, 2018)

A Neural Multi-digraph Model for Chinese NER with Gazetteers. - Ruixue Ding; Pengjun Xie; Xiaoyan Zhang; Wei Lu 011; Linlin Li 001; Luo Si (ACL (1), 2019)

Better Modeling of Incomplete Annotations for Named Entity Recognition. - Zhanming Jie; Pengjun Xie; Wei Lu 011; Ruixue Ding; Linlin Li 001 (NAACL-HLT (1), 2019)

Neural Chinese Address Parsing. - Hao Li; Wei Lu 011; Pengjun Xie; Linlin Li 001 (NAACL-HLT (1), 2019)

DM_NLP at SemEval-2018 Task 12: A Pipeline System for Toponym Resolution. - Xiaobin Wang; Chunping Ma; Huafei Zheng; Chu Liu; Pengjun Xie; Linlin Li 001; Luo Si (SemEval@NAACL-HLT, 2019)

Coupling Distant Annotation and Adversarial Training for Cross-Domain Chinese Word Segmentation. - Ning Ding 002; Dingkun Long; Guangwei Xu; Muhua Zhu; Pengjun Xie; Xiaobin Wang; Haitao Zheng 002 (ACL, 2020)

Hierarchy-Aware Global Model for Hierarchical Text Classification. - Jie Zhou 013; Chunping Ma; Dingkun Long; Guangwei Xu; Ning Ding; Haoyu Zhang; Pengjun Xie; Gongshen Liu (ACL, 2020)

Learning with Noise: Improving Distantly-Supervised Fine-grained Entity Typing via Automatic Relabeling. - Haoyu Zhang; Dingkun Long; Guangwei Xu; Muhua Zhu; Pengjun Xie; Fei Huang 002; Ji Wang 001 (IJCAI, 2020)

Keyphrase Extraction with Dynamic Graph Convolutional Networks and Diversified Inference. - Haoyu Zhang; Dingkun Long; Guangwei Xu; Pengjun Xie; Fei Huang 002; Ji Wang 001 (CoRR, 2020)

Knowledge-aware Named Entity Recognition with Alleviating Heterogeneity. - Binling Nie; Ruixue Ding; Pengjun Xie; Fei Huang 002; Chen Qian 003; Luo Si (AAAI, 2021)

Counterfactual Inference for Text Classification Debiasing. - Chen Qian 003; Fuli Feng; Lijie Wen 001; Chunping Ma; Pengjun Xie (ACL/IJCNLP (1), 2021)

Few-NERD: A Few-shot Named Entity Recognition Dataset. - Ning Ding 002; Guangwei Xu; Yulin Chen; Xiaobin Wang; Xu Han 007; Pengjun Xie; Haitao Zheng 002; Zhiyuan Liu 001 (ACL/IJCNLP (1), 2021)

Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition. - Xin Zhang 097; Guangwei Xu; Yueheng Sun; Meishan Zhang; Pengjun Xie (ACL/IJCNLP (1), 2021)

A Fine-Grained Domain Adaption Model for Joint Word Segmentation and POS Tagging. - Peijie Jiang; Dingkun Long; Yueheng Sun; Meishan Zhang; Guangwei Xu; Pengjun Xie (EMNLP (1), 2021)

Probing BERT in Hyperbolic Spaces. - Boli Chen; Yao Fu; Guangwei Xu; Pengjun Xie; Chuanqi Tan; Mosha Chen; Liping Jing (ICLR, 2021)

Prototypical Representation Learning for Relation Extraction. - Ning Ding 002; Xiaobin Wang; Yao Fu; Guangwei Xu; Rui Wang 005; Pengjun Xie; Ying Shen 001; Fei Huang 002; Haitao Zheng 002; Rui Zhang 003 (ICLR, 2021)

Prompt-Learning for Fine-Grained Entity Typing. - Ning Ding 002; Yulin Chen; Xu Han 007; Guangwei Xu; Pengjun Xie; Hai-Tao Zheng 002; Zhiyuan Liu 001; Juanzi Li; Hong-Gee Kim (CoRR, 2021)

Parallel Instance Query Network for Named Entity Recognition. - Yongliang Shen 001; Xiaobin Wang; Zeqi Tan; Guangwei Xu; Pengjun Xie; Fei Huang 002; Weiming Lu 001; Yueting Zhuang (ACL (1), 2022)

Domain-Specific NER via Retrieving Correlated Samples. - Xin Zhang 097; Yong Jiang 005; Xiaobin Wang; Xuming Hu; Yueheng Sun; Pengjun Xie; Meishan Zhang (COLING, 2022)

Prompt-learning for Fine-grained Entity Typing. - Ning Ding 002; Yulin Chen; Xu Han 007; Guangwei Xu; Xiaobin Wang; Pengjun Xie; Haitao Zheng 002; Zhiyuan Liu 001; Juanzi Li; Hong-Gee Kim (EMNLP (Findings), 2022)

Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field. - Chengyue Jiang; Yong Jiang 005; Weiqi Wu; Pengjun Xie; Kewei Tu (EMNLP, 2022)

Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling. - Peijie Jiang; Dingkun Long; Yanzhao Zhang; Pengjun Xie; Meishan Zhang; Min Zhang 005 (EMNLP, 2022)

Named Entity and Relation Extraction with Multi-Modal Retrieval. - Xinyu Wang 013; Jiong Cai; Yong Jiang 001; Pengjun Xie; Kewei Tu; Wei Lu 011 (EMNLP (Findings), 2022)

Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning. - Hongqiu Wu; Ruixue Ding; Hai Zhao 001; Boli Chen; Pengjun Xie; Fei Huang 002; Min Zhang 005 (EMNLP (Findings), 2022)

AISHELL-NER: Named Entity Recognition from Chinese Speech. - Boli Chen; Guangwei Xu; Xiaobin Wang; Pengjun Xie; Meishan Zhang; Fei Huang 002 (ICASSP, 2022)

Robust Self-Augmentation for Named Entity Recognition with Meta Reweighting. - Linzhi Wu; Pengjun Xie; Jie Zhou 013; Meishan Zhang; Chunping Ma; Guangwei Xu; Min Zhang 005 (NAACL-HLT, 2022)

DAMO-NLP at NLPCC-2022 Task 2: Knowledge Enhanced Robust NER for Speech Entity Linking. - Shen Huang; Yuchen Zhai; Xinwei Long; Yong Jiang 005; Xiaobin Wang; Yin Zhang 006; Pengjun Xie (NLPCC (2), 2022)

DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition. - Xinyu Wang 013; Yongliang Shen 001; Jiong Cai; Tao Wang 056; Xiaobin Wang; Pengjun Xie; Fei Huang 002; Weiming Lu 001; Yueting Zhuang; Kewei Tu; Wei Lu 011; Yong Jiang 001 (SemEval@NAACL, 2022)

Multi-CPR: A Multi Domain Chinese Dataset for Passage Retrieval. - Dingkun Long; Qiong Gao; Kuan Zou; Guangwei Xu; Pengjun Xie; Ruijie Guo; Jian Xu; Guanjun Jiang; Luxi Xing; Ping Yang (SIGIR, 2022)

Hybrid Retrieval and Multi-stage Ranking at TREC 2022 Deep Learning Track. - Guangwei Xu; Yanzhao Zhang; Longhui Zhang; Dingkun Long; Pengjun Xie; Ruijie Guo (TREC, 2022)

HLATR: Enhance Multi-stage Text Retrieval with Hybrid List Aware Transformer Reranking. - Yanzhao Zhang; Dingkun Long; Guangwei Xu; Pengjun Xie (CoRR, 2022)

EnTDA: Entity-to-Text based Data Augmentation Approach for Named Entity Recognition Tasks. - Xuming Hu; Yong Jiang 005; Aiwei Liu; Zhongqiang Huang; Pengjun Xie; Fei Huang 002; Lijie Wen 001; Philip S. Yu (CoRR, 2022)

Retrieval Oriented Masking Pre-training Language Model for Dense Passage Retrieval. - Dingkun Long; Yanzhao Zhang; Guangwei Xu; Pengjun Xie (CoRR, 2022)

Adversarial Self-Attention for Language Understanding. - Hongqiu Wu; Ruixue Ding; Hai Zhao 001; Pengjun Xie; Fei Huang 002; Min Zhang 005 (AAAI, 2023)

Graph Propagation based Data Augmentation for Named Entity Recognition. - Jiong Cai; Shen Huang; Yong Jiang 005; Zeqi Tan; Pengjun Xie; Kewei Tu (ACL (2), 2023)

Exploring Lottery Prompts for Pre-trained Language Models. - Yulin Chen; Ning Ding 002; Xiaobin Wang; Shengding Hu; Haitao Zheng 002; Zhiyuan Liu 001; Pengjun Xie (ACL (1), 2023)

Few-shot Classification with Hypersphere Modeling of Prototypes. - Ning Ding 002; Yulin Chen; Ganqu Cui; Xiaobin Wang; Haitao Zheng 002; Zhiyuan Liu 001; Pengjun Xie (ACL (Findings), 2023)

MANNER: A Variational Memory-Augmented Model for Cross Domain Few-Shot Named Entity Recognition. - Jinyuan Fang; Xiaobin Wang; Zaiqiao Meng; Pengjun Xie; Fei Huang 002; Yong Jiang 005 (ACL (1), 2023)

Entity-to-Text based Data Augmentation for various Named Entity Recognition Tasks. - Xuming Hu; Yong Jiang 005; Aiwei Liu; Zhongqiang Huang; Pengjun Xie; Fei Huang 002; Lijie Wen 001; Philip S. Yu (ACL (Findings), 2023)

Recall, Expand, and Multi-Candidate Cross-Encode: Fast and Accurate Ultra-Fine Entity Typing. - Chengyue Jiang; Wenyang Hui; Yong Jiang 005; Xiaobin Wang; Pengjun Xie; Kewei Tu (ACL (1), 2023)

Do PLMs Know and Understand Ontological Knowledge? - Weiqi Wu; Chengyue Jiang; Yong Jiang 005; Pengjun Xie; Kewei Tu (ACL (1), 2023)

COMBO: A Complete Benchmark for Open KG Canonicalization. - Chengyue Jiang; Yong Jiang 005; Weiqi Wu; Yuting Zheng; Pengjun Xie; Kewei Tu (EACL, 2023)

Text Representation Distillation via Information Bottleneck Principle. - Yanzhao Zhang; Dingkun Long; Zehan Li; Pengjun Xie (EMNLP, 2023)

DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition. - Zeqi Tan; Shen Huang; Zixia Jia; Jiong Cai; Yinghui Li; Weiming Lu 001; Yueting Zhuang; Kewei Tu; Pengjun Xie; Fei Huang 002 (SemEval@ACL, 2023)

MGeo: Multi-Modal Geographic Language Model Pre-Training. - Ruixue Ding; Boli Chen; Pengjun Xie; Fei Huang 002; Xin Li; Qiang Zhang; Yao Xu (SIGIR, 2023)

A Multi-Modal Geographic Pre-Training Method. - Ruixue Ding; Boli Chen; Pengjun Xie; Fei Huang 002; Xin Li; Qiang Zhang; Yao Xu (CoRR, 2023)

Zero-Shot Information Extraction via Chatting with ChatGPT. - Xiang Wei; Xingyu Cui; Ning Cheng; Xiaobin Wang; Xin Zhang 097; Shen Huang; Pengjun Xie; Jinan Xu; Yufeng Chen 005; Meishan Zhang; Yong Jiang 005; Wenjuan Han (CoRR, 2023)

DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition. - Zeqi Tan; Shen Huang; Zixia Jia; Jiong Cai; Yinghui Li; Weiming Lu 001; Yueting Zhuang; Kewei Tu; Pengjun Xie; Fei Huang 002; Yong Jiang 001 (CoRR, 2023)

GeoGLUE: A GeoGraphic Language Understanding Evaluation Benchmark. - Dongyang Li; Ruixue Ding; Qiang Zhang; Zheng Li; Boli Chen; Pengjun Xie; Yao Xu; Xin Li; Ning Guo; Fei Huang 002; Xiaofeng He (CoRR, 2023)

Challenging Decoder helps in Masked Auto-Encoder Pre-training for Dense Passage Retrieval. - Zehan Li; Yanzhao Zhang; Dingkun Long; Pengjun Xie (CoRR, 2023)

Bidirectional End-to-End Learning of Retriever-Reader Paradigm for Entity Linking. - Yinghui Li; Yong Jiang 001; Shen Huang; Xingyu Lu; Yangning Li; Pengjun Xie; Fei Huang 002; Hai-Tao Zheng 002 (CoRR, 2023)

Improving Text Matching in E-Commerce Search with A Rationalizable, Intervenable and Fast Entity-Based Relevance Model. - Jiong Cai; Yong Jiang 001; Yue Zhang 004; Chengyue Jiang; Ke Yu; Jianhui Ji; Rong Xiao 005; Haihong Tang; Tao Wang 056; Zhongqiang Huang; Pengjun Xie; Fei Huang 002; et al. (CoRR, 2023)

Towards General Text Embeddings with Multi-stage Contrastive Learning. - Zehan Li; Xin Zhang 097; Yanzhao Zhang; Dingkun Long; Pengjun Xie; Meishan Zhang (CoRR, 2023)

Hybrid Retrieval and Multi-stage Text Ranking Solution at TREC 2022 Deep Learning Track. - Guangwei Xu; Yanzhao Zhang; Longhui Zhang; Dingkun Long; Pengjun Xie; Ruijie Guo (CoRR, 2023)

Editing Personality for LLMs. - Shengyu Mao; Ningyu Zhang 001; Xiaohan Wang; Mengru Wang; Yunzhi Yao; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen (CoRR, 2023)

Language Models are Universal Embedders. - Xin Zhang 097; Zehan Li; Yanzhao Zhang; Dingkun Long; Pengjun Xie; Meishan Zhang; Min Zhang 005 (CoRR, 2023)

RankingGPT: Empowering Large Language Models in Text Ranking with Progressive Enhancement. - Longhui Zhang; Yanzhao Zhang; Dingkun Long; Pengjun Xie; Meishan Zhang; Min Zhang 005 (CoRR, 2023)

EcomGPT-CT: Continual Pre-training of E-commerce Large Language Models with Semi-structured Data. - Shirong Ma; Shen Huang; Shulin Huang; Xiaobin Wang; Yangning Li; Hai-Tao Zheng 002; Pengjun Xie; Fei Huang 002; Yong Jiang 001 (CoRR, 2023)

Fine-Grained Domain Adaptation for Chinese Syntactic Processing. - Meishan Zhang; Peiming Guo; Peijie Jiang; Dingkun Long; Yueheng Sun; Guangwei Xu; Pengjun Xie; Min Zhang 005 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

Three Heads Are Better than One: Improving Cross-Domain NER with Progressive Decomposed Network. - Xuming Hu; Zhaochen Hong; Yong Jiang 005; Zhichao Lin; Xiaobin Wang; Pengjun Xie; Philip S. Yu (AAAI, 2024)

EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce. - Yangning Li; Shirong Ma; Xiaobin Wang; Shen Huang; Chengyue Jiang; Haitao Zheng 002; Pengjun Xie; Fei Huang 002; Yong Jiang 001 (AAAI, 2024)

SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding. - Tianyu Yu 002; Chengyue Jiang; Chao Lou; Shen Huang; Xiaobin Wang; Wei Liu 131; Jiong Cai; Yangning Li; Yinghui Li; Kewei Tu; Hai-Tao Zheng 002; Ningyu Zhang 001; et al. (AAAI, 2024)

Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts. - Zhuo Chen; Xinyu Wang 013; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Kewei Tu (ACL (Findings), 2024)

A Two-Stage Adaptation of Large Language Models for Text Ranking. - Longhui Zhang; Yanzhao Zhang; Dingkun Long; Pengjun Xie; Meishan Zhang; Min Zhang 005 (ACL (Findings), 2024)

GeoGLUE: A Chinese GeoGraphic Language Understanding Evaluation Benchmark. - Dongyang Li; Ruixue Ding; Qiang Zhang; Zheng Li; Boli Chen; Pengjun Xie; Yao Xu; Xin Li; Ning Guo; Fei Huang 002; Xiaofeng He (ADMA (5), 2024)

Chinese Sequence Labeling with Semi-Supervised Boundary-Aware Language Model Pre-training. - Longhui Zhang; Dingkun Long; Meishan Zhang; Yanzhao Zhang; Pengjun Xie; Min Zhang 005 (LREC/COLING, 2024)

Geo-Encoder: A Chunk-Argument Bi-Encoder Framework for Chinese Geographic Re-Ranking. - Yong Cao 001; Ruixue Ding; Boli Chen; Xianzhi Li; Min Chen 003; Daniel Hershcovich; Pengjun Xie; Fei Huang 002 (EACL (1), 2024)

Effective Demonstration Annotation for In-Context Learning via Language Model-Based Determinantal Point Process. - Peng Wang 104; Xiaobin Wang; Chao Lou; Shengyu Mao; Pengjun Xie; Yong Jiang 001 (EMNLP, 2024)

RaFe: Ranking Feedback Improves Query Rewriting for RAG. - Shengyu Mao; Yong Jiang 001; Boli Chen; Xiao Li; Peng Wang 104; Xinyu Wang 013; Pengjun Xie; Fei Huang 002; Huajun Chen; Ningyu Zhang 001 (EMNLP (Findings), 2024)

Query Routing for Homogeneous Tools: An Instantiation in the RAG Scenario. - Feiteng Mu; Yong Jiang 001; Liwen Zhang; Chu Liu; Wenjie Li 002; Pengjun Xie; Fei Huang 002 (EMNLP (Findings), 2024)

Retrieved In-Context Principles from Previous Mistakes. - Hao Sun 015; Yong Jiang 005; Bo Wang; Yingyan Hou; Yan Zhang 117; Pengjun Xie; Fei Huang 002 (EMNLP, 2024)

Knowledge Mechanisms in Large Language Models: A Survey and Perspective. - Mengru Wang; Yunzhi Yao; Ziwen Xu; Shuofei Qiao; Shumin Deng; Peng Wang 104; Xiang Chen 016; Jia-Chen Gu; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen; et al. (EMNLP (Findings), 2024)

mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval. - Xin Zhang 097; Yanzhao Zhang; Dingkun Long; Wen Xie; Ziqi Dai; Jialong Tang; Huan Lin; Baosong Yang; Pengjun Xie; Fei Huang 002; Meishan Zhang; Wenjie Li 002; et al. (EMNLP (Industry Track), 2024)

Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning. - Xiao Li; Yong Jiang 005; Shen Huang; Pengjun Xie; Gong Cheng 001; Fei Huang 002 (NAACL-HLT, 2024)

WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models. - Peng Wang 104; Zexi Li; Ningyu Zhang 001; Ziwen Xu; Yunzhi Yao; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen (NeurIPS, 2024)

Agent Planning with World Knowledge Model. - Shuofei Qiao; Runnan Fang; Ningyu Zhang 001; Yuqi Zhu; Xiang Chen 016; Shumin Deng; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen (NeurIPS, 2024)

MCFC: A Momentum-Driven Clicked Feature Compressed Pre-trained Language Model for Information Retrieval. - Dongyang Li; Ruixue Ding; Pengjun Xie; Xiaofeng He (NLPCC (1), 2024)

Editing Personality For Large Language Models. - Shengyu Mao; Xiaohan Wang; Mengru Wang; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Ningyu Zhang 001 (NLPCC (2), 2024)

A Comprehensive Study of Knowledge Editing for Large Language Models. - Ningyu Zhang 001; Yunzhi Yao; Bozhong Tian; Peng Wang 104; Shumin Deng; Mengru Wang; Zekun Xi; Shengyu Mao; Jintian Zhang; Yuansheng Ni; Siyuan Cheng 008; Ziwen Xu; et al. (CoRR, 2024)

Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning. - Xiao Li; Yong Jiang 001; Shen Huang; Pengjun Xie; Gong Cheng 001; Fei Huang 002 (CoRR, 2024)

Adaptive Selection for Homogeneous Tools: An Instantiation in the RAG Scenario. - Feiteng Mu; Yong Jiang 001; Liwen Zhang; Chu Liu; Wenjie Li 002; Pengjun Xie; Fei Huang 002 (CoRR, 2024)

ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions. - Jingheng Ye; Yong Jiang 001; Xiaobin Wang; Yinghui Li; Yangning Li; Hai-Tao Zheng 002; Pengjun Xie; Fei Huang 002 (CoRR, 2024)

Learning Robust Named Entity Recognizers From Noisy Data With Retrieval Augmentation. - Chaoyi Ai; Yong Jiang 001; Shen Huang; Pengjun Xie; Kewei Tu (CoRR, 2024)

Effective Demonstration Annotation for In-Context Learning via Language Model-Based Determinantal Point Process. - Peng Wang 104; Xiaobin Wang; Chao Lou; Shengyu Mao; Pengjun Xie; Yong Jiang 005 (CoRR, 2024)

An End-to-End Model for Photo-Sharing Multi-modal Dialogue Generation. - Peiming Guo; Sinuo Liu; Yanzhao Zhang; Dingkun Long; Pengjun Xie; Meishan Zhang; Min Zhang 005 (CoRR, 2024)

CoFE-RAG: A Comprehensive Full-chain Evaluation Framework for Retrieval-Augmented Generation with Enhanced Data Diversity. - Jintao Liu; Ruixue Ding; Linhao Zhang; Pengjun Xie; Fie Huang (CoRR, 2024)

Improving General Text Embedding Model: Tackling Task Conflict and Data Imbalance through Model Merging. - Mingxin Li; Zhijie Nie; Yanzhao Zhang; Dingkun Long; Richong Zhang; Pengjun Xie (CoRR, 2024)

An Adaptive Framework for Generating Systematic Explanatory Answer in Online Q&A Platforms. - Ziyang Chen; Xiaobin Wang; Yong Jiang 001; Jinzhi Liao; Pengjun Xie; Fei Huang 002; Xiang Zhao 002 (CoRR, 2024)

Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent. - Yangning Li; Yinghui Li; Xinyu Wang 013; Yong Jiang 001; Zhen Zhang; Xinran Zheng; Hui Wang 030; Hai-Tao Zheng 002; Pengjun Xie; Philip S. Yu; Fei Huang 002; Jingren Zhou 001 (CoRR, 2024)

Exploring Knowledge Boundaries in Large Language Models for Retrieval Judgment. - Zhen Zhang; Xinyu Wang 013; Yong Jiang 001; Zhuo Chen; Feiteng Mu; Mengting Hu; Pengjun Xie; Fei Huang 002 (CoRR, 2024)

GME: Improving Universal Multimodal Retrieval by Multimodal LLMs. - Xin Zhang 097; Yanzhao Zhang; Wen Xie; Mingxin Li; Ziqi Dai; Dingkun Long; Pengjun Xie; Meishan Zhang; Wenjie Li 002; Min Zhang 005 (CoRR, 2024)

WebWalker: Benchmarking LLMs in Web Traversal. - Jialong Wu 007; Wenbiao Yin; Yong Jiang 001; Zhenglin Wang; Zekun Xi; Runnan Fang; Linhai Zhang; Yulan He 001; Deyu Zhou; Pengjun Xie; Fei Huang 002 (ACL (1), 2025)

Agentic Knowledgeable Self-awareness. - Shuofei Qiao; Zhisong Qiu; Baochang Ren; Xiaobin Wang; Xiangyuan Ru; Ningyu Zhang 001; Xiang Chen 016; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen (ACL (1), 2025)

Towards Text-Image Interleaved Retrieval. - Xin Zhang 097; Ziqi Dai; Yongqi Li 001; Yanzhao Zhang; Dingkun Long; Pengjun Xie; Meishan Zhang; Jun Yu; Wenjie Li 002; Min Zhang 005 (ACL (1), 2025)

Let LLMs Take on the Latest Challenges! A Chinese Dynamic Question Answering Benchmark. - Zhikun Xu; Yinghui Li; Ruixue Ding; Xinyu Wang 013; Boli Chen; Yong Jiang 001; Haitao Zheng 002; Wenlian Lu; Pengjun Xie; Fei Huang 002 (COLING, 2025)

Bridging Modalities: Improving Universal Multimodal Retrieval by Multimodal Large Language Models. - Xin Zhang 097; Yanzhao Zhang; Wen Xie; Mingxin Li; Ziqi Dai; Dingkun Long; Pengjun Xie; Meishan Zhang; Wenjie Li 002; Min Zhang 005 (CVPR, 2025)

Benchmarking Agentic Workflow Generation. - Shuofei Qiao; Runnan Fang; Zhisong Qiu; Xiaobin Wang; Ningyu Zhang 001; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen (ICLR, 2025)

Supportiveness-based Knowledge Rewriting for Retrieval-augmented Language Modeling. - Zile Qiao; Wei Ye 004; Yong Jiang 005; Tong Mo; Pengjun Xie; Weiping Li; Fei Huang 002; Shikun Zhang (NAACL (Findings), 2025)

Unfolding the Headline: Iterative Self-Questioning for News Retrieval and Timeline Summarization. - Weiqi Wu; Shen Huang; Yong Jiang 005; Pengjun Xie; Fei Huang 002; Hai Zhao 001 (NAACL (Findings), 2025)

Unsupervised Query Routing for Retrieval Augmented Generation. - Feiteng Mu; Liwen Zhang; Yong Jiang 001; Wenjie Li 002; Zhen Zhang; Pengjun Xie; Fei Huang 002 (CoRR, 2025)

OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking. - Zekun Xi; Wenbiao Yin; Jizhan Fang; Jialong Wu 007; Runnan Fang; Ningyu Zhang 001; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen (CoRR, 2025)

LaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs - No Silver Bullet for LC or RAG Routing. - Kuan Li; Liwen Zhang; Yong Jiang 005; Pengjun Xie; Fei Huang 002; Shuai Wang; Minhao Cheng (CoRR, 2025)

ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents. - Qiuchen Wang; Ruixue Ding; Zehui Chen; Weiqi Wu; Shihang Wang; Pengjun Xie; Feng Zhao (CoRR, 2025)

Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference. - Zhuo Chen; Xinyu Wang 013; Yong Jiang 001; Zhen Zhang; Xinyu Geng; Pengjun Xie; Fei Huang 002; Kewei Tu (CoRR, 2025)

SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement. - Runnan Fang; Xiaobin Wang; Yuan Liang; Shuofei Qiao; Jialong Wu 007; Zekun Xi; Ningyu Zhang 001; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Huajun Chen (CoRR, 2025)

ZeroSearch: Incentivize the Search Capability of LLMs without Searching. - Hao Sun 015; Zile Qiao; Jiayan Guo; Xuanbo Fan; Yingyan Hou; Yong Jiang 005; Pengjun Xie; Yan Zhang 117; Fei Huang 002; Jingren Zhou 001 (CoRR, 2025)

MaskSearch: A Universal Pre-Training Framework to Enhance Agentic Search Capability. - Weiqi Wu; Xin Guan; Shen Huang; Yong Jiang 005; Pengjun Xie; Fei Huang 002; Jiuxin Cao; Hai Zhao 001; Jingren Zhou 001 (CoRR, 2025)

VRAG-RL: Empower Vision-Perception-Based RAG for Visually Rich Information Understanding via Iterative Reasoning with Reinforcement Learning. - Qiuchen Wang; Ruixue Ding; Yu Zeng; Zehui Chen; Lin Chen; Shihang Wang; Pengjun Xie; Fei Huang; Feng Zhao (CoRR, 2025)

EvolveSearch: An Iterative Self-Evolving Search Agent. - Dingchu Zhang; Yida Zhao; Jialong Wu 007; Baixuan Li; Wenbiao Yin; Liwen Zhang; Yong Jiang 001; Yufeng Li; Kewei Tu; Pengjun Xie; Fei Huang 002 (CoRR, 2025)

WebDancer: Towards Autonomous Information Seeking Agency. - Jialong Wu 007; Baixuan Li; Runnan Fang; Wenbiao Yin; Liwen Zhang; Zhengwei Tao; Dingchu Zhang; Zekun Xi; Yong Jiang 001; Pengjun Xie; Fei Huang 002; Jingren Zhou 001 (CoRR, 2025)

Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models. - Yanzhao Zhang; Mingxin Li; Dingkun Long; Xin Zhang 097; Huan Lin; Baosong Yang; Pengjun Xie; An Yang; Dayiheng Liu; Junyang Lin; Fei Huang 002; Jingren Zhou 001 (CoRR, 2025)

DynamicBench: Evaluating Real-Time Report Generation in Large Language Models. - Jingyao Li; Hao Sun 015; Zile Qiao; Yong Jiang 005; Pengjun Xie; Fei Huang 002; Hong Xu 001; Jiaya Jia (CoRR, 2025)

WebSailor: Navigating Super-human Reasoning for Web Agent. - Kuan Li; Zhongwang Zhang; Huifeng Yin; Liwen Zhang; Litu Ou; Jialong Wu 007; Wenbiao Yin; Baixuan Li; Zhengwei Tao; Xinyu Wang 013; Weizhou Shen; Junkai Zhang; et al. (CoRR, 2025)

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization. - Zhengwei Tao; Jialong Wu 007; Wenbiao Yin; Junkai Zhang; Baixuan Li; Haiyang Shen; Kuan Li; Liwen Zhang; Xinyu Wang 013; Yong Jiang 001; Pengjun Xie; Fei Huang 002; et al. (CoRR, 2025)

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent. - Xinyu Geng; Peng Xia; Zhen Zhang; Xinyu Wang 013; Qiuchen Wang; Ruixue Ding; Chenxi Wang; Jialong Wu 007; Yida Zhao; Kuan Li; Yong Jiang 001; Pengjun Xie; et al. (CoRR, 2025)

Memp: Exploring Agent Procedural Memory. - Runnan Fang; Yuan Liang; Xiaobin Wang; Jialong Wu 007; Shuofei Qiao; Pengjun Xie; Fei Huang 002; Huajun Chen; Ningyu Zhang 001 (CoRR, 2025)