v1v2 (latest)

Noisy-Labeled NER with Confidence Estimation

North American Chapter of the Association for Computational Linguistics (NAACL), 2021

9 April 2021

Chuanqi Tan

Ningyu Zhang

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Papers citing "Noisy-Labeled NER with Confidence Estimation"

28 / 28 papers shown

Title
Constraint Multi-class Positive and Unlabeled Learning for Distantly Supervised Named Entity Recognition Yuzhe Zhang M. Cen Hong Zhang 216 0 0 07 Apr 2025
Augmenting NER Datasets with LLMs: Towards Automated and Refined Annotation Yuji Naraki Ryosuke Yamaki Yoshikazu Ikeda Takafumi Horie Kotaro Yoshida Ryotaro Shimizu Hiroki Naganuma 356 2 0 03 Jan 2025
SciER: An Entity and Relation Extraction Dataset for Datasets, Methods, and Tasks in Scientific DocumentsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Qi Zhang Zhijia Chen Huitong Pan Cornelia Caragea Longin Jan Latecki Eduard Constantin Dragut 228 14 0 28 Oct 2024
Re-Examine Distantly Supervised NER: A New Benchmark and a Simple Approach Yuepei Li Kang Zhou Qiao Qiao Qing Wang Qi Li 271 3 0 22 Feb 2024
Improving a Named Entity Recognizer Trained on Noisy Data with a Few Clean Instances Zhendong Chu Ruiyi Zhang Tong Yu R. Jain Vlad I. Morariu Jiuxiang Gu A. Nenkova NoLa 249 2 0 25 Oct 2023
Integrating Large Pre-trained Models into Multimodal Named Entity Recognition with Evidential Fusion Weide Liu Xiaoyang Zhong Jingwen Hou Shaohua Li Haozhe Huang Yuming Fang EDL 171 5 0 29 Jun 2023
Out-of-Distribution Generalization in Text Classification: Past, Present, and Future Linyi Yang Yangqiu Song Xuan Ren Chenyang Lyu Yidong Wang Lingqiao Liu Yongfeng Zhang Jennifer Foster Yue Zhang OOD 286 3 0 23 May 2023
Better Sampling of Negatives for Distantly Supervised Named Entity Recognition Lu Xu Lidong Bing Wei Lu NoLa 193 3 0 22 May 2023
Schema-adaptable Knowledge Graph ConstructionConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Hongbin Ye Honghao Gui Xin Xu Xi Chen Huajun Chen Ningyu Zhang 260 5 0 15 May 2023
CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Weiqi Wang Tianqing Fang Baixuan Xu Chun Yi Louis Bo Yangqiu Song Lei Chen ReLM LRM 225 38 0 08 May 2023
A Curriculum View of Robust Loss Functions Zebin Ou Yue Zhang NoLa 212 0 0 03 May 2023
One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NERInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Xiang Chen Lei Li Q. Fei Ningyu Zhang Chuanqi Tan Yong Jiang Fei Huang Huajun Chen 331 27 0 25 Jan 2023
Gradient Imitation Reinforcement Learning for General Low-Resource Information Extraction Xuming Hu Shiao Meng Chenwei Zhang Xiangli Yang Lijie Wen Irwin King Philip S. Yu 274 0 0 11 Nov 2022
Generative Knowledge Graph Construction: A ReviewConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Hongbin Ye Ningyu Zhang Hui Chen Huajun Chen 299 94 0 23 Oct 2022
Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline StudyConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Xin Xu Xiang Chen Ningyu Zhang Xin Xie Xi Chen Huajun Chen 266 14 0 19 Oct 2022
Optimizing Bi-Encoder for Named Entity Recognition via Contrastive LearningInternational Conference on Learning Representations (ICLR), 2022 Sheng Zhang Hao Cheng Jianfeng Gao Hoifung Poon 239 63 0 30 Aug 2022
Improve Event Extraction via Self-Training with Gradient GuidanceAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Zhiyang Xu Jay Yoon Lee Lifu Huang AI4TS 190 11 0 25 May 2022
Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction Xiang Chen Ningyu Zhang Lei Li Yunzhi Yao Shumin Deng Chuanqi Tan Fei Huang Luo Si Huajun Chen 113 46 0 07 May 2022
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph CompletionAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022 Xiang Chen Ningyu Zhang Lei Li Shumin Deng Chuanqi Tan Changliang Xu Fei Huang Luo Si Huajun Chen 205 193 0 04 May 2022
InstructionNER: A Multi-Task Instruction-Based Generative Framework for Few-shot NER Liwen Wang Rumei Li Yang Yan Yuanmeng Yan Sirui Wang Wei Wu Weiran Xu 160 60 0 08 Mar 2022
Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Kang Zhou Yuepei Li Qi Li 159 36 0 03 Mar 2022
Ontology-enhanced Prompt-tuning for Few-shot LearningThe Web Conference (WWW), 2022 Hongbin Ye Ningyu Zhang Shumin Deng Xiang Chen Hui Chen Feiyu Xiong Xi Chen Huajun Chen 287 75 0 27 Jan 2022
DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base PopulationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Ningyu Zhang Xin Xu Li Tao Haiyang Yu Hongbin Ye ... Qiang Chen Feiyu Xiong Fei Huang Guozhou Zheng Huajun Chen VLM HAI 516 48 0 10 Jan 2022
Simple Questions Generate Named Entity Recognition Datasets Hyunjae Kim J. Yoo Seunghyun Yoon Jinhyuk Lee Jaewoo Kang 334 7 0 16 Dec 2021
WRENCH: A Comprehensive Benchmark for Weak Supervision Jieyu Zhang Yue Yu Yinghao Li Yujing Wang Yaming Yang Mao Yang Alexander Ratner 241 118 0 23 Sep 2021
Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction Xuming Hu Chenwei Zhang Yawen Yang Xiaohe Li Li Lin Lijie Wen Philip S. Yu 141 64 0 14 Sep 2021
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable PromptingInternational Conference on Computational Linguistics (COLING), 2021 Xiang Chen Lei Li Shumin Deng Chuanqi Tan Changliang Xu Fei Huang Luo Si Huajun Chen Ningyu Zhang VLM 324 77 0 31 Aug 2021
Bridging the Gap Between Clean Data Training and Real-World Inference for Spoken Language Understanding Di Wu Yiren Chen Liang Ding Dacheng Tao 191 10 0 13 Apr 2021