Pengjun Xie

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All published works

Action	Title	Year	Authors
+ PDF Chat	OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking	2025	Zekun Xi W. Z. Yin J. Fang Jialong Wu Runnan Fang Ningyu Zhang Yong Jiang Pengjun Xie Huang Fei Hua-Jun Chen
+ PDF Chat	WebWalker: Benchmarking LLMs in Web Traversal	2025	Jing Wu Weihua Yin Yong Jiang Zhenglin Wang Zekun Xi Runnan Fang L. Zhang Ying He Deyu Zhou Pengjun Xie
+ PDF Chat	Unsupervised Query Routing for Retrieval Augmented Generation	2025	Feiteng Mu Liwen Zhang Yong Jiang Wenjie Li Zhen Zhang Pengjun Xie Fei Huang
+ PDF Chat	Unfolding the Headline: Iterative Self-Questioning for News Retrieval and Timeline Summarization	2025	Weiqi Wu Shen Huang Yong Jiang Pengjun Xie Fei Huang H. Vicky Zhao
+ PDF Chat	GME: Improving Universal Multimodal Retrieval by Multimodal LLMs	2024	Xin Zhang Yanzhao Zhang Wen Xie Mingxin Li Ziqi Dai Dingkun Long Pengjun Xie Meishan Zhang Wenjie Li Min Zhang
+ PDF Chat	Exploring Knowledge Boundaries in Large Language Models for Retrieval Judgment	2024	Zhen Zhang Xinyu Wang Yong Jiang Zhuo Chen Feiteng Mu Mengting Hu Pengjun Xie Fei Huang
+ PDF Chat	Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent	2024	Yangning Li Yinghui Li Xinyu Wang Yong Jiang Zhen Zhang Xinran Zheng Hui Wang Haitao Zheng Pengjun Xie Philip S. Yu
+ PDF Chat	An Adaptive Framework for Generating Systematic Explanatory Answer in Online Q&A Platforms	2024	Ziyang Chen Xiaobin Wang Yong Jiang Jinzhi Liao Pengjun Xie Fei Huang Xiang Zhao
+ PDF Chat	Improving General Text Embedding Model: Tackling Task Conflict and Data Imbalance through Model Merging	2024	Mingxin Li Zhijie Nie Yanzhao Zhang Dingkun Long Richong Zhang Pengjun Xie
+ PDF Chat	CoFE-RAG: A Comprehensive Full-chain Evaluation Framework for Retrieval-Augmented Generation with Enhanced Data Diversity	2024	Jin-Tao Liu Ruixue Ding L Zhang Pengjun Xie Feng‐Ying Huang
+ PDF Chat	Benchmarking Agentic Workflow Generation	2024	Shuofei Qiao Runnan Fang Zhisong Qiu Xiaobin Wang Ningyu Zhang Yong Jiang Pengjun Xie Fei Huang Huajun Chen
+ PDF Chat	An End-to-End Model for Photo-Sharing Multi-modal Dialogue Generation	2024	Peiming Guo Sinuo Liu Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Min Zhang
+ PDF Chat	Effective Demonstration Annotation for In-Context Learning via Language Model-Based Determinantal Point Process	2024	Peng Wang Xiaobin Wang Chao Lou Shengyu Mao Pengjun Xie Yong Jiang
+ PDF Chat	mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval	2024	Xin Zhang Yanzhao Zhang Dingkun Long Wen Xie Ziqi Dai Jialong Tang Huan Lin Baosong Yang Pengjun Xie Fei Huang
+ PDF Chat	Learning Robust Named Entity Recognizers From Noisy Data With Retrieval Augmentation	2024	Chaoyi Ai Yong Jiang Shen Huang Pengjun Xie Kewei Tu
+ PDF Chat	Knowledge Mechanisms in Large Language Models: A Survey and Perspective	2024	Mengru Wang Yunzhi Yao Ziwen Xu Shuofei Qiao Shumin Deng Peng Wang Xiang Chen Jia-Chen Gu Yong Jiang Pengjun Xie
+ PDF Chat	Retrieved In-Context Principles from Previous Mistakes	2024	Hao Sun Yong Jiang Bo Wang Yingyan Hou Yan Zhang Pengjun Xie Fei Huang
+ PDF Chat	ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions	2024	Jingheng Ye Yong Jiang Xiaobin Wang Yinghui Li Yangning Li Haitao Zheng Pengjun Xie Fei Huang
+ PDF Chat	Adaptive Selection for Homogeneous Tools: An Instantiation in the RAG Scenario	2024	Feiteng Mu Yong Jiang Liwen Zhang Liu Chu W. Z. Li Pengjun Xie Fei Huang
+ PDF Chat	Supportiveness-based Knowledge Rewriting for Retrieval-augmented Language Modeling	2024	Zile Qiao Wei Ye Yong Jiang Tong Mo Pengjun Xie Weiping Li Fei Huang Shikun Zhang
+ PDF Chat	Agent Planning with World Knowledge Model	2024	Shuofei Qiao Runnan Fang Ningyu Zhang Yuqi Zhu Xiang Chen Shumin Deng Yong Jiang Pengjun Xie Fei Huang Huajun Chen
+ PDF Chat	RaFe: Ranking Feedback Improves Query Rewriting for RAG	2024	Shengyu Mao Yong Jiang Boli Chen Xiao Li Peng Wang Xinyu Wang Pengjun Xie Fei Huang Huajun Chen Ningyu Zhang
+ PDF Chat	WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models	2024	Peng Wang Zexi Li Ningyu Zhang Ziwen Xu Yunzhi Yao Yong Jiang Pengjun Xie Fei Huang Huajun Chen
+ PDF Chat	Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning	2024	Xiao Li Yong Jiang Shen Huang Pengjun Xie Cheng Gong Fei Huang
+ PDF Chat	Chinese Sequence Labeling with Semi-Supervised Boundary-Aware Language Model Pre-training	2024	Longhui Zhang Dingkun Long Meishan Zhang Yanzhao Zhang Pengjun Xie Min Zhang
+ PDF Chat	Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts	2024	Zhuo Chen Xinyu Wang Yong Jiang Pengjun Xie Fei Huang Kewei Tu
+ PDF Chat	EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce	2024	Yangning Li Shirong Ma Xiaobin Wang Shen Huang Chengyue Jiang Hai-Tao Zheng Pengjun Xie Fei Huang Yong Jiang
+ PDF Chat	SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding	2024	Tianyu Yu Chengyue Jiang Chao Lou Shen Huang Xiaobin Wang Wei Liu Jiong Cai Yangning Li Yinghui Li Kewei Tu
+ PDF Chat	Let LLMs Take on the Latest Challenges! A Chinese Dynamic Question Answering Benchmark	2024	Zhikun Xu Yinghui Li Ruixue Ding Xinyu Wang Boli Chen Yong Jiang Haitao Zheng Wenlian Lu Pengjun Xie Huang Fei
+	A Comprehensive Study of Knowledge Editing for Large Language Models	2024	Ningyu Zhang Yunzhi Yao Bozhong Tian Peng Wang Shumin Deng Mengru Wang Zekun Xi Shengyu Mao Jintian Zhang Yuansheng Ni
+ PDF Chat	Bidirectional End-to-End Learning of Retriever-Reader Paradigm for Entity Linking	2024	Yinghui Li Yong Jiang Yangning Li Xingyu Lu Pengjun Xie Ying Shen Hai-Tao Zheng
+ PDF Chat	Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning	2024	Xiao Li Yong Jiang Shen Huang Pengjun Xie Cheng Gong Fei Huang
+ PDF Chat	Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts	2024	Zhuo Chen Xinyu Wang Yong Jiang Pengjun Xie Fei Huang Kewei Tu
+ PDF Chat	A Two-Stage Adaptation of Large Language Models for Text Ranking	2024	Longhui Zhang Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Min Zhang
+ PDF Chat	MGeo: Multi-Modal Geographic Language Model Pre-Training	2023	Ruixue Ding Boli Chen Pengjun Xie Fei Huang Xin Li Qiang Zhang Yao Xu
+ PDF Chat	Adversarial Self-Attention for Language Understanding	2023	Hongqiu Wu Ruixue Ding Hai Zhao Pengjun Xie Fei Huang Min Zhang
+	MGeo: Multi-Modal Geographic Pre-Training Method	2023	Ruixue Ding Boli Chen Pengjun Xie Fei Huang Xin Li Qiang Zhang Xu Yao
+	COMBO: A Complete Benchmark for Open KG Canonicalization	2023	Chengyue Jiang Yong Jiang Weiqi Wu Yuting Zheng Pengjun Xie Kewei Tu
+	Zero-Shot Information Extraction via Chatting with ChatGPT	2023	Wei Xiang Xingyu Cui Ning Cheng Xiaobin Wang Xin Zhang Shen Huang Pengjun Xie Jinan Xu Yufeng Chen Meishan Zhang
+	DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition	2023	Zeqi Tan Shen Huang Zixia Jia Jiong Cai Yinghui Li Weiming Lü Yueting Zhuang Kewei Tu Pengjun Xie Fei Huang
+	GeoGLUE: A GeoGraphic Language Understanding Evaluation Benchmark	2023	Dongyang Li Ruixue Ding Qiang Zhang Zheng Li Boli Chen Pengjun Xie Xu Yao Xin Li Ning Guo Huang Fei
+	Challenging Decoder helps in Masked Auto-Encoder Pre-training for Dense Passage Retrieval	2023	Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie
+	Exploring Lottery Prompts for Pre-trained Language Models	2023	Yulin Chen Ning Ding Xiaobin Wang Shengding Hu Hai-Tao Zheng Zhiyuan Liu Pengjun Xie
+	Bidirectional End-to-End Learning of Retriever-Reader Paradigm for Entity Linking	2023	Yinghui Li Yong Jiang Shen Huang Xingyu Lu Yangning Li Pengjun Xie Fei Huang Hai-Tao Zheng
+	Improving Text Matching in E-Commerce Search with A Rationalizable, Intervenable and Fast Entity-Based Relevance Model	2023	Jiong Cai Yong Jiang Yue Zhang Chenyue Jiang Ke Yu Jianhui Ji Rong Xiao Haihong Tang Tao Wang Zhongqiang Huang
+	Exploring Lottery Prompts for Pre-trained Language Models	2023	Yulin Chen Ning Ding Xiaobin Wang Shengding Hu Hai-Tao Zheng Zhiyuan Liu Pengjun Xie
+	Recall, Expand, and Multi-Candidate Cross-Encode: Fast and Accurate Ultra-Fine Entity Typing	2023	Chengyue Jiang Wenyang Hui Yong Jiang Xiaobin Wang Pengjun Xie Kewei Tu
+ PDF Chat	Entity-to-Text based Data Augmentation for various Named Entity Recognition Tasks	2023	Xuming Hu Yong Jiang Aiwei Liu Zhongqiang Huang Pengjun Xie Fei Huang Lijie Wen Philip S. Yu
+ PDF Chat	DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition	2023	Zeqi Tan Shen Huang Zixia Jia Jiong Cai Yinghui Li Weiming Lü Yueting Zhuang Kewei Tu Pengjun Xie Fei Huang
+ PDF Chat	Few-shot Classification with Hypersphere Modeling of Prototypes	2023	Ning Ding Yulin Chen Ganqu Cui Xiaobin Wang Hai-Tao Zheng Zhiyuan Liu Pengjun Xie
+	Do PLMs Know and Understand Ontological Knowledge?	2023	Weiqi Wu Chengyue Jiang Yong Jiang Pengjun Xie Kewei Tu
+	Towards General Text Embeddings with Multi-stage Contrastive Learning	2023	Zehan Li Xin Zhang Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang
+	EcomGPT: Instruction-tuning Large Language Models with Chain-of-Task Tasks for E-commerce	2023	Yangning Li Shirong Ma Xiaobin Wang Shen Huang Chengyue Jiang Hai-Tao Zheng Pengjun Xie Fei Huang Yong Jiang
+	SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding	2023	Tianyu Yu Chengyue Jiang Chao Lou Shen Huang Xiaobin Wang Wei Liu Jiong Cai Yangning Li Yinghui Li Kewei Tu
+	Hybrid Retrieval and Multi-stage Text Ranking Solution at TREC 2022 Deep Learning Track	2023	Guangwei Xu Yangzhao Zhang Longhui Zhang Dingkun Long Pengjun Xie Ruijie Guo
+	Geo-Encoder: A Chunk-Argument Bi-Encoder Framework for Chinese Geographic Re-Ranking	2023	Yong Cao Ruixue Ding Boli Chen Xianzhi Li Min Chen Daniel Hershcovich Pengjun Xie Fei Huang
+	COMBO: A Complete Benchmark for Open KG Canonicalization	2023	Chengyue Jiang Yong Jiang Weiqi Wu Yuting Zheng Pengjun Xie Kewei Tu
+	Editing Personality for LLMs	2023	Shengyu Mao Ningyu Zhang Xiaohan Wang Mengru Wang Yunzhi Yao Yong Jiang Pengjun Xie Fei Huang Huajun Chen
+	Language Models are Universal Embedders	2023	Xin Zhang Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Min Zhang
+	Text Representation Distillation via Information Bottleneck Principle	2023	Yanzhao Zhang Dingkun Long Zehan Li Pengjun Xie
+	RankingGPT: Empowering Large Language Models in Text Ranking with Progressive Enhancement	2023	Longhui Zhang Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Min Zhang
+ PDF Chat	Text Representation Distillation via Information Bottleneck Principle	2023	Yanzhao Zhang Dingkun Long Zehan Li Pengjun Xie
+	EcomGPT-CT: Continual Pre-training of E-commerce Large Language Models with Semi-structured Data	2023	Shirong Ma Shen Huang Shulin Huang Xiaobin Wang Yangning Li Hai-Tao Zheng Pengjun Xie Fei Huang Yong Jiang
+ PDF Chat	AISHELL-NER: Named Entity Recognition from Chinese Speech	2022	Boli Chen Guangwei Xu Xiaobin Wang Pengjun Xie Meishan Zhang Fei Huang
+	Prompt-learning for Fine-grained Entity Typing	2022	Ning Ding Yulin Chen Xu Han Guangwei Xu Xiaobin Wang Pengjun Xie Haitao Zheng Zhiyuan Liu Juanzi Li Hong‐Gee Kim
+	Multi-CPR: A Multi Domain Chinese Dataset for Passage Retrieval	2022	Dingkun Long Qiong Gao Kuan Zou Guangwei Xu Pengjun Xie Ruijie Guo Jian Xu Guanjun Jiang Luxi Xing Ping Yang
+ PDF Chat	Robust Self-Augmentation for Named Entity Recognition with Meta Reweighting	2022	Linzhi Wu Pengjun Xie Jie Zhou Meishan Zhang Ma Chunping Guangwei Xu Min Zhang
+ PDF Chat	DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition	2022	Xinyu Wang Yongliang Shen Jiong Cai Tao Wang Xiaobin Wang Pengjun Xie Fei Huang Weiming Lü Yueting Zhuang Kewei Tu
+ PDF Chat	Parallel Instance Query Network for Named Entity Recognition	2022	Yongliang Shen Xiaobin Wang Zeqi Tan Guangwei Xu Pengjun Xie Fei Huang Weiming Lü Yueting Zhuang
+	HLATR: Enhance Multi-stage Text Retrieval with Hybrid List Aware Transformer Reranking	2022	Yanzhao Zhang Dingkun Long Guangwei Xu Pengjun Xie
+	Domain-Specific NER via Retrieving Correlated Samples	2022	Xin Zhang Yong Jiang Xiaobin Wang Xuming Hu Yueheng Sun Pengjun Xie Meishan Zhang
+	Parallel Instance Query Network for Named Entity Recognition	2022	Yongliang Shen Xiaobin Wang Zeqi Tan Guangwei Xu Pengjun Xie Fei Huang Weiming Lü Yueting Zhuang
+ PDF Chat	DAMO-NLP at NLPCC-2022 Task 2: Knowledge Enhanced Robust NER for Speech Entity Linking	2022	Shen Huang Yuchen Zhai Xinwei Long Yong Jiang Xiaobin Wang Yin Zhang⋆ Pengjun Xie
+	DAMO-NLP at NLPCC-2022 Task 2: Knowledge Enhanced Robust NER for Speech Entity Linking	2022	Shen Huang Yuchen Zhai Xinwei Long Yong Jiang Xiaobin Wang Yin Zhang⋆ Pengjun Xie
+	AISHELL-NER: Named Entity Recognition from Chinese Speech	2022	Boli Chen Guangwei Xu Xiaobin Wang Pengjun Xie Meishan Zhang Fei Huang
+	Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning	2022	Hongqiu Wu Ruixue Ding Hai Zhao Boli Chen Pengjun Xie Fei Huang Min Zhang
+	Entity-to-Text based Data Augmentation for various Named Entity Recognition Tasks	2022	Xuming Hu Yong Jiang Aiwei Liu Zhongqiang Huang Pengjun Xie Fei Huang Lijie Wen Philip S. Yu
+	Retrieval Oriented Masking Pre-training Language Model for Dense Passage Retrieval	2022	Dingkun Long Yanzhao Zhang Guangwei Xu Pengjun Xie
+	Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling	2022	Peijie Jiang Dingkun Long Yanzhao Zhang Pengjun Xie Meishan Zhang Min Zhang
+	Robust Self-Augmentation for Named Entity Recognition with Meta Reweighting	2022	Linzhi Wu Pengjun Xie Jie Zhou Meishan Zhang Siwei Ma Guangwei Xu Min Zhang
+	Few-shot Classification with Hypersphere Modeling of Prototypes	2022	Ning Ding Yulin Chen Ganqu Cui Xiaobin Wang Hai-Tao Zheng Zhiyuan Liu Pengjun Xie
+	Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field	2022	Chengyue Jiang Yong Jiang Weiqi Wu Pengjun Xie Kewei Tu
+	Named Entity and Relation Extraction with Multi-Modal Retrieval	2022	Xinyu Wang Jiong Cai Yong Jiang Pengjun Xie Kewei Tu Wei Lü
+	DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition	2022	Xinyu Wang Yongliang Shen Jiong Cai Tao Wang Xiaobin Wang Pengjun Xie Fei Huang Weiming Lü Yueting Zhuang Kewei Tu
+	Recall, Expand and Multi-Candidate Cross-Encode: Fast and Accurate Ultra-Fine Entity Typing	2022	Chengyue Jiang Wenyang Hui Yong Jiang Xiaobin Wang Pengjun Xie Kewei Tu
+	Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning	2022	Hongqiu Wu Ruixue Ding Hai Zhao Boli Chen Pengjun Xie Fei Huang Min Zhang
+ PDF Chat	Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling	2022	Peijie Jiang Dingkun Long Yanzhao Zhang Pengjun Xie Meishan Zhang Min Zhang
+	Named Entity and Relation Extraction with Multi-Modal Retrieval	2022	Xinyu Wang Jiong Cai Yong Jiang Pengjun Xie Kewei Tu Wei Lü
+ PDF Chat	Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field	2022	Chengyue Jiang Yong Jiang Weiqi Wu Pengjun Xie Kewei Tu
+	Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition	2021	Xin Zhang Guangwei Xu Yueheng Sun Meishan Zhang Pengjun Xie
+	Prototypical Representation Learning for Relation Extraction	2021	Ning Ding Xiaobin Wang Yao Fu Guangwei Xu Rui Wang Pengjun Xie Ying Shen Fei Huang Hai-Tao Zheng Rui Zhang
+	Prototypical Representation Learning for Relation Extraction	2021	Ning Ding Xiaobin Wang Yao Fu Guangwei Xu Rui Wang Pengjun Xie Ying Shen Fei Huang Hai-Tao Zheng Rui Zhang
+	Probing BERT in Hyperbolic Spaces	2021	Boli Chen Yao Fu Guangwei Xu Pengjun Xie Chuanqi Tan Mosha Chen Liping Jing
+	Few-NERD: A Few-Shot Named Entity Recognition Dataset	2021	Ning Ding Guangwei Xu Yulin Chen Xiaobin Wang Xu Han Pengjun Xie Hai-Tao Zheng Zhiyuan Liu
+	Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition	2021	Xin Zhang Guangwei Xu Yueheng Sun Meishan Zhang Pengjun Xie
+	Few-NERD: A Few-shot Named Entity Recognition Dataset	2021	Ning Ding Guangwei Xu Yulin Chen Xiaobin Wang Xu Han Pengjun Xie Hai-Tao Zheng Zhiyuan Liu
+	Prompt-Learning for Fine-Grained Entity Typing	2021	Ning Ding Yulin Chen Xu Han Guangwei Xu Pengjun Xie Hai-Tao Zheng Zhiyuan Liu Juanzi Li Hong‐Gee Kim
+	Coupling Distant Annotation and Adversarial Training for Cross-Domain Chinese Word Segmentation	2020	Ning Ding Dingkun Long Guangwei Xu Muhua Zhu Pengjun Xie Xiaobin Wang Hai-Tao Zheng
+	Coupling Distant Annotation and Adversarial Training for Cross-Domain Chinese Word Segmentation	2020	Ning Ding Dingkun Long Guangwei Xu Muhua Zhu Pengjun Xie Xiaobin Wang Hai-Tao Zheng

Common Coauthors

Coauthor	Papers Together
Yong Jiang	29
Fei Huang	22
Guangwei Xu	21
Dingkun Long	20
Kewei Tu	19
Meishan Zhang	18
Hai-Tao Zheng	18
Xiaobin Wang	17
Shen Huang	15
Fei Huang	14
Chengyue Jiang	11
Boli Chen	11
Yong Jiang	10
Ning Ding	10
Ningyu Zhang	9
Yanzhao Zhang	9
Yangning Li	9
Yinghui Li	8
Zhiyuan Liu	8
Xiaobin Wang	7
Min Zhang	7
Yanzhao Zhang	7
Yulin Chen	7
Xin Zhang	7
Jiong Cai	6
Ruixue Ding	6
Weiqi Wu	6
Huajun Chen	6
Yong Jiang	5
Xinyu Wang	5
Yueting Zhuang	5
Yunzhi Yao	4
Xu Han	4
Fei Huang	4
Zeqi Tan	4
Yongliang Shen	4
Xiaobin Wang	4
Weiming Lü	4
Jiong Cai	3
Yao Fu	3
Mengru Wang	3
Zhongqiang Huang	3
Huang Fei	3
Haitao Zheng	3
Ying Shen	3
Shuofei Qiao	3
Shumin Deng	3
Zehan Li	3
Ruixue Ding	3
Hai Zhao	3

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Introduction to the CoNLL-2002 Shared Task: Language-Independent Named Entity Recognition	2002	Erik F. Tjong Kim Sang	9
+	RoBERTa: A Robustly Optimized BERT Pretraining Approach	2019	Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy Mike Lewis Luke Zettlemoyer Veselin Stoyanov	8
+	BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	2018	Jacob Devlin Ming‐Wei Chang Kenton Lee Kristina Toutanova	8
+	Decoupled Weight Decay Regularization	2017	Ilya Loshchilov Frank Hutter	7
+ PDF Chat	Neural Architectures for Named Entity Recognition	2016	Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer	6
+ PDF Chat	Named Entity Recognition with Bidirectional LSTM-CNNs	2016	Jason Chiu Eric Nichols	6
+	Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning	2021	Xinyu Wang Yong Jiang Nguyễn Bách Tao Wang Zhongqiang Huang Fei Huang Kewei Tu	6
+	Deep Contextualized Word Representations	2018	Matthew E. Peters Mark E Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer	5
+	Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks	2017	Chelsea Finn Pieter Abbeel Sergey Levine	5
+	Named Entity Recognition as Dependency Parsing	2020	Juntao Yu Bernd Bohnet Massimo Poesio	5
+	A Unified MRC Framework for Named Entity Recognition	2020	Xiaoya Li Jingrong Feng Yuxian Meng Qinghong Han Fei Wu Jiwei Li	5
+	PyTorch: An Imperative Style, High-Performance Deep Learning Library	2019	Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury Gregory Chanan Trevor Killeen Zeming Lin Natalia Gimelshein Luca Antiga	5
+ PDF Chat	FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation	2018	Xu Han Hao Zhu Pengfei Yu Ziyun Wang Yuan Yao Zhiyuan Liu Maosong Sun	4
+	Language Models are Few-Shot Learners	2020	T. B. Brown Benjamin F. Mann Nick Ryder Melanie Subbiah Jared Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell	4
+	PyTorch: An Imperative Style, High-Performance Deep Learning Library	2019	Adam Paszke Sam Gross Francisco Massa Adam Lerer James T. Bradbury Gregory Chanan Trevor Killeen Zeming Lin Natalia Gimelshein Luca Antiga	4
+	Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer	2019	Colin Raffel Noam Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu	4
+	Few-NERD: A Few-shot Named Entity Recognition Dataset	2021	Ning Ding Guangwei Xu Yulin Chen Xiaobin Wang Xu Han Pengjun Xie Hai-Tao Zheng Zhiyuan Liu	4
+	Unsupervised Cross-lingual Representation Learning at Scale	2020	Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Édouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov	4
+ PDF Chat	Billion-Scale Similarity Search with GPUs	2019	Jeff Johnson Matthijs Douze Hervé Jeǵou	4
+	Language Models as Knowledge Bases?	2019	Fabio Petroni Tim Rocktäschel Sebastian Riedel Patrick Lewis Anton Bakhtin Yuxiang Wu Alexander Miller	4
+	Prototypical Networks for Few-shot Learning	2017	Jake Snell Kevin Swersky Richard S. Zemel	4
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	4
+	Dense Passage Retrieval for Open-Domain Question Answering	2020	Vladimir Karpukhin Barlas Oğuz Sewon Min Patrick Lewis Ledell Wu Sergey Edunov Danqi Chen Wen-tau Yih	4
+	Prompt-Learning for Fine-Grained Entity Typing	2021	Ning Ding Yulin Chen Xu Han Guangwei Xu Pengjun Xie Hai-Tao Zheng Zhiyuan Liu Juanzi Li Hong‐Gee Kim	3
+	GPT Understands, Too	2021	Xiao Liu Yanan Zheng Zhengxiao Du Ming Ding Yujie Qian Zhilin Yang Jie Tang	3
+ PDF Chat	Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing	2019	Wenhan Xiong Jiawei Wu Deren Lei Mo Yu Shiyu Chang Xiaoxiao Guo William Yang Wang	3
+ PDF Chat	Chinese NER Using Lattice LSTM	2018	Yue Zhang Jie Yang	3
+	ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators	2020	Kevin Clark Minh-Thang Luong Quoc V. Le Christopher D. Manning	3
+	Learning to Reweight Examples for Robust Deep Learning	2018	Mengye Ren Wenyuan Zeng Bin Yang Raquel Urtasun	3
+ PDF Chat	End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF	2016	Xuezhe Ma Eduard Hovy	3
+	Training language models to follow instructions with human feedback	2022	Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright Pamela Mishkin Chong Zhang Sandhini Agarwal Katarina Slama Alex Ray	3
+	Prefix-Tuning: Optimizing Continuous Prompts for Generation	2021	Xiang Lisa Li Percy Liang	3
+	Modeling Fine-Grained Entity Types with Box Embeddings	2021	Yasumasa Onoe Michael Boratko Andrew McCallum Greg Durrett	3
+	Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model	2021	Hongliang Dai Yangqiu Song Haixun Wang	3
+	LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention	2020	Ikuya Yamada Akari Asai Hiroyuki Shindo Hideaki Takeda Yūji Matsumoto	3
+	GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding	2018	Alex Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel Bowman	3
+	Prototypical Representation Learning for Relation Extraction	2021	Ning Ding Xiaobin Wang Yao Fu Guangwei Xu Rui Wang Pengjun Xie Ying Shen Fei Huang Hai-Tao Zheng Rui Zhang	3
+	Context-Dependent Fine-Grained Entity Type Tagging	2014	Dan Gillick Nevena Lazic Kuzman Ganchev Jessica Kirchner David Huynh	3
+	FLAT: Chinese NER Using Flat-Lattice Transformer	2020	Xiaonan Li Hang Yan Xipeng Qiu Xuanjing Huang	3
+	A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference	2018	Adina Williams Nikita Nangia Samuel Bowman	3
+	Character-level Convolutional Networks for Text Classification	2015	Xiang Zhang Junbo Zhao Yann LeCun	3
+	Glyce: Glyph-vectors for Chinese Character Representations	2019	Yuxian Meng Wei Wu Fei Wang Xiaoya Li Ping Nie Fan Yin Muyu Li Qinghong Han Xiaofei Sun Jiwei Li	3
+ PDF Chat	Learning to Denoise Distantly-Labeled Data for Entity Typing	2019	Yasumasa Onoe Greg Durrett	3
+	Exploiting Cloze-Questions for Few-Shot Text Classification and Natural Language Inference	2021	Timo Schick Hinrich Schütze	3
+ PDF Chat	DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition	2022	Xinyu Wang Yongliang Shen Jiong Cai Tao Wang Xiaobin Wang Pengjun Xie Fei Huang Weiming Lü Yueting Zhuang Kewei Tu	3
+	NNE: A Dataset for Nested Named Entity Recognition in English Newswire	2019	Nicky Ringland Xiang Dai Ben Hachey Sarvnaz Karimi Cécile Paris James Curran	3
+ PDF Chat	Domain-Adversarial Training of Neural Networks	2017	Yaroslav Ganin Evgeniya Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette Mario Marchand Victor Lempitsky	2
+ PDF Chat	Neural Word Segmentation Learning for Chinese	2016	Deng Cai Hai Zhao	2
+	Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations	2018	Sosuke Kobayashi	2
+ PDF Chat	Estimating mutual information	2004	Alexander Kraskov Harald Stögbauer Peter Grassberger	2