Named Entity Recognition without Labelled Data: A Weak Supervision Approach

30 April 2020

Papers citing "Named Entity Recognition without Labelled Data: A Weak Supervision Approach"

48 / 48 papers shown

Title
Prompting-based Synthetic Data Generation for Few-Shot Question Answering Maximilian Schmidt A. Bartezzaghi Ngoc Thang Vu SyDa 52 5 0 15 May 2024
NoiseBench: Benchmarking the Impact of Real Label Noise on Named Entity Recognition Elena Merdjanovska Ansar Aynetdinov Alan Akbik NoLa 34 1 0 13 May 2024
Segmentation, Classification and Interpretation of Breast Cancer Medical Images using Human-in-the-Loop Machine Learning David Vázquez-Lema E. Mosqueira-Rey Elena Hernández-Pereira Carlos Fernández-Lozano Fernando Seara-Romera Jorge Pombo-Otero LM&MA 36 1 0 29 Mar 2024
A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction Yinghao Li R. Ramprasad Chao Zhang 101 12 0 20 Feb 2024
Leveraging Large Language Models for Structure Learning in Prompted Weak Supervision Jinyan Su Peilin Yu Jieyu Zhang Stephen H. Bach 27 2 0 02 Feb 2024
A Few-Shot Learning Focused Survey on Recent Named Entity Recognition and Relation Classification Methods S. Alqaaidi Elika Bozorgi Afsaneh Shams Krzysztof J. Kochut DRL 38 0 0 29 Oct 2023
CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation Minzhi Li Taiwei Shi Caleb Ziems Min-Yen Kan Nancy F. Chen Zhengyuan Liu Diyi Yang 29 67 0 24 Oct 2023
Neural-Hidden-CRF: A Robust Weakly-Supervised Sequence Labeler Zhijun Chen Hailong Sun Wanhao Zhang Chunyi Xu Qianren Mao Pengpeng Chen BDL 17 6 0 10 Sep 2023
Enhancing Phenotype Recognition in Clinical Notes Using Large Language Models: PhenoBCBERT and PhenoGPT Jing Yang Cong Liu Wendy Deng Dangwei Wu Chunhua Weng Yunyun Zhou Kai Wang 27 20 0 11 Aug 2023
Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization Z. Fu Yixuan Su Zaiqiao Meng Nigel Collier MedIm 35 3 0 22 May 2023
A Human Subject Study of Named Entity Recognition (NER) in Conversational Music Recommendation Queries Elena V. Epure Romain Hennequin 19 5 0 13 Mar 2023
Ground Truth Inference for Weakly Supervised Entity Matching Renzhi Wu Alexander Bendeck Xu Chu Yeye He 23 8 0 13 Nov 2022
CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation Jian Yang Shaohan Huang Shuming Ma Yuwei Yin Li Dong Dongdong Zhang Hongcheng Guo Zhoujun Li Furu Wei 49 24 0 13 Oct 2022
Adaptive Ranking-based Sample Selection for Weakly Supervised Class-imbalanced Text Classification Linxin Song Jieyu Zhang Tianxiang Yang M. Goto 23 3 0 06 Oct 2022
Distilling Task-specific Logical Rules from Large Pre-trained Models Tao Chen Luxin Liu Xu Jia Baoliang Cui Haihong Tang Siliang Tang 40 1 0 06 Oct 2022
How to tackle an emerging topic? Combining strong and weak labels for Covid news NER Aleksander Ficek Fangyu Liu Nigel Collier 33 1 0 29 Sep 2022
DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation Framework for Efficient Device Model Generalization Zheqi Lv Wenqiao Zhang Shengyu Zhang Kun Kuang Feng Wang ... Zhengyu Chen T. Shen Hongxia Yang Bengchin Ooi Fei Wu 44 52 0 12 Sep 2022
Domain-Specific NER via Retrieving Correlated Samples Xin Zhang Yong-jia Jiang Xiaobin Wang Xuming Hu Yueheng Sun Pengjun Xie Meishan Zhang 36 14 0 27 Aug 2022
SciAnnotate: A Tool for Integrating Weak Labeling Sources for Sequence Labeling Mengyang Liu Haozheng Luo Le Huu Thong Yinghao Li Chao Zhang Le Song 13 5 0 07 Aug 2022
Binary Classification with Positive Labeling Sources Jieyu Zhang Yujing Wang Yaming Yang Yang Luo Alexander Ratner 26 4 0 02 Aug 2022
Learning Hyper Label Model for Programmatic Weak Supervision Renzhi Wu Sheng Chen Jieyu Zhang Xu Chu 26 16 0 27 Jul 2022
What's in the laundromat? Mapping and characterising offshore owned domestic property in London J. Bourne Andrea Ingianni Rex Mckenzie 9 1 0 22 Jul 2022
Sparse Conditional Hidden Markov Model for Weakly Supervised Named Entity Recognition Yinghao Li Le Song Chao Zhang 16 9 0 27 May 2022
Meta Self-Refinement for Robust Learning with Weak Supervision D. Zhu Xiaoyu Shen Michael A. Hedderich Dietrich Klakow NoLa 32 7 0 15 May 2022
Forecasting Cryptocurrency Returns from Sentiment Signals: An Analysis of BERT Classifiers and Weak Supervision Duygu Ider Stefan Lessmann 25 5 0 06 Apr 2022
PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning Rongzhi Zhang Yue Yu Pranav Shetty Le Song Chao Zhang 27 23 0 18 Mar 2022
Label Semantics for Few Shot Named Entity Recognition Jie Ma Miguel Ballesteros Srikanth Doss Kadarundalagi Raghuram Doss Rishita Anubhai S. Mallya Yaser Al-Onaizan Dan Roth 21 66 0 16 Mar 2022
SemSup: Semantic Supervision for Simple and Scalable Zero-shot Generalization Austin W. Hanjie Ameet Deshpande Karthik R. Narasimhan VLM 36 2 0 26 Feb 2022
A Survey on Programmatic Weak Supervision Jieyu Zhang Cheng-Yu Hsieh Yue Yu Chao Zhang Alexander Ratner 32 91 0 11 Feb 2022
Adapting to the Long Tail: A Meta-Analysis of Transfer Learning Research for Language Understanding Tasks Aakanksha Naik J. Lehman Carolyn Rose 44 7 0 02 Nov 2021
Creating Training Sets via Weak Indirect Supervision Jieyu Zhang Bohan Wang Xiangchen Song Yujing Wang Yaming Yang Jing Bai Alexander Ratner OffRL 51 17 0 07 Oct 2021
WRENCH: A Comprehensive Benchmark for Weak Supervision Jieyu Zhang Yue Yu Yinghao Li Yujing Wang Yaming Yang Mao Yang Alexander Ratner 22 111 0 23 Sep 2021
Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training Yu Meng Yunyi Zhang Jiaxin Huang Xuan Wang Yu Zhang Heng Ji Jiawei Han 49 69 0 10 Sep 2021
WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding Guoqing Zheng Giannis Karamanolakis Kai Shu Ahmed Hassan Awadallah SSL 21 1 0 28 Aug 2021
Probing Pre-trained Auto-regressive Language Models for Named Entity Typing and Recognition Elena V. Epure Romain Hennequin 20 14 0 26 Aug 2021
Weakly Supervised Named Entity Tagging with Learnable Logical Rules Jiacheng Li Haibo Ding Jingbo Shang Julian McAuley Zhe Feng NAI 27 37 0 05 Jul 2021
BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition Yinghao Li Pranav Shetty Lu Liu Chao Zhang Le Song NoLa 22 34 0 26 May 2021
skweak: Weak Supervision Made Easy for NLP Pierre Lison Jeremy Barnes A. Hubin 27 43 0 19 Apr 2021
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems E. Razumovskaia Goran Glavavs Olga Majewska Edoardo Ponti Anna Korhonen Ivan Vulić 33 32 0 17 Apr 2021
GLaRA: Graph-based Labeling Rule Augmentation for Weakly Supervised Named Entity Recognition Xinyan Zhao Haibo Ding Z. Feng 13 23 0 13 Apr 2021
Analysing the Noise Model Error for Realistic Noisy Label Data Michael A. Hedderich D. Zhu Dietrich Klakow NoLa 31 19 0 24 Jan 2021
Exploring Semi-Supervised Learning for Predicting Listener Backchannels Vidit Jain Maitree Leekha R. Shah Jainendra Shukla 30 19 0 06 Jan 2021
Learning Structured Representations of Entity Names using Active Learning and Weak Supervision Kun Qian P. Raman Yunyao Li Lucian Popa 6 11 0 30 Oct 2020
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios Michael A. Hedderich Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow 219 287 0 23 Oct 2020
Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach Yue Yu Simiao Zuo Haoming Jiang Wendi Ren T. Zhao Chao Zhang AI4MH 13 131 0 15 Oct 2020
SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup Rongzhi Zhang Yue Yu Chao Zhang VLM 16 93 0 05 Oct 2020
Example-Based Named Entity Recognition Morteza Ziyadi Yuting Sun Abhishek Goswami Jade Huang Weizhu Chen 17 33 0 24 Aug 2020
DeepType: Multilingual Entity Linking by Neural Type System Evolution Jonathan Raiman O. Raiman BDL HAI 133 183 0 03 Feb 2018