CrossWeigh: Training Named Entity Tagger from Imperfect Annotations

3 September 2019

Papers citing "CrossWeigh: Training Named Entity Tagger from Imperfect Annotations"

25 / 25 papers shown

Title
SubRegWeigh: Effective and Efficient Annotation Weighing with Subword Regularization Kohei Tsuji Tatsuya Hiraoka Yuchang Cheng Tomoya Iwakura 50 1 0 10 Sep 2024
Annotation Errors and NER: A Study with OntoNotes 5.0 Gabriel Bernier-Colborne Sowmya Vajjala 18 0 0 27 Jun 2024
Rethinking Negative Instances for Generative Named Entity Recognition Yuyang Ding Juntao Li Pinzheng Wang Zecheng Tang Bowen Yan Min Zhang 55 11 0 26 Feb 2024
UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition Wenxuan Zhou Sheng Zhang Yu Gu Muhao Chen Hoifung Poon 35 61 0 07 Aug 2023
RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction Chengyuan Liu Fubang Zhao Yangyang Kang Jingyuan Zhang Xiang Zhou Changlong Sun Kun Kuang Fei Wu 56 9 0 28 Apr 2023
On-the-fly Denoising for Data Augmentation in Natural Language Understanding Tianqing Fang Wenxuan Zhou Fangyu Liu Hongming Zhang Yangqiu Song Muhao Chen 56 1 0 20 Dec 2022
Statistical Dataset Evaluation: Reliability, Difficulty, and Validity Chengwen Wang Qingxiu Dong Xiaochen Wang Haitao Wang Zhifang Sui XAI 34 3 0 19 Dec 2022
Understanding BLOOM: An empirical study on diverse NLP tasks Parag Dakle Sai Krishna Rallabandi Preethi Raghavan AI4CE 41 3 0 27 Nov 2022
TIER-A: Denoising Learning Framework for Information Extraction Yongkang Li M. Zhang 23 0 0 13 Nov 2022
Recognizing Nested Entities from Flat Supervision: A New NER Subtask, Feasibility and Challenges Enwei Zhu Yiyang Liu Ming Jin Jinpeng Li 52 1 0 01 Nov 2022
Incorporating Context into Subword Vocabularies Shaked Yehezkel Yuval Pinter 49 8 0 13 Oct 2022
Detecting Label Errors in Token Classification Data Wei-Chen Wang Jonas W. Mueller 34 13 0 08 Oct 2022
T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition Asahi Ushio Jose Camacho-Collados 20 73 0 09 Sep 2022
Win-Win Cooperation: Bundling Sequence and Span Models for Named Entity Recognition Bin Ji Shasha Li Jie Yu Jun Ma Huijun Liu 29 2 0 07 Jul 2022
Annotation Error Detection: Analyzing the Past and Present for a More Coherent Future Jan-Christoph Klie Bonnie Webber Iryna Gurevych 42 43 0 05 Jun 2022
WeDef: Weakly Supervised Backdoor Defense for Text Classification Lesheng Jin Zihan Wang Jingbo Shang AAML 44 14 0 24 May 2022
Exploring the Learning Difficulty of Data Theory and Measure Weiyao Zhu Ou Wu Fengguang Su Yingjun Deng 40 5 0 16 May 2022
ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision Anastasiia Sedova Benjamin Roth 30 0 0 14 Apr 2022
DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition Xinyu Wang Yongliang Shen Jiong Cai Tao Wang Xiaobin Wang ... Weiming Lu Yueting Zhuang Kewei Tu Wei Lu Yong-jia Jiang 76 43 0 01 Mar 2022
Pretraining without Wordpieces: Learning Over a Vocabulary of Millions of Words Zhangyin Feng Duyu Tang Cong Zhou Junwei Liao Shuangzhi Wu Xiaocheng Feng Bing Qin Yunbo Cao Shuming Shi VLM 28 9 0 24 Feb 2022
KARL-Trans-NER: Knowledge Aware Representation Learning for Named Entity Recognition using Transformers Avi Chawla Nidhi Mulay Vikas Bishnoi Gaurav Dhama ViT 21 2 0 30 Nov 2021
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning Xinyu Wang Yong-jia Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 43 144 0 08 May 2021
Learning from Noisy Labels for Entity-Centric Information Extraction Wenxuan Zhou Muhao Chen NoLa 20 65 0 17 Apr 2021
Memorisation versus Generalisation in Pre-trained Language Models Michael Tänzer Sebastian Ruder Marek Rei 94 50 0 16 Apr 2021
May I Ask Who's Calling? Named Entity Recognition on Call Center Transcripts for Privacy Law Compliance Micaela Kaplan 22 5 0 29 Oct 2020