BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised
Named Entity Recognition

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BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition

26 May 2021

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Papers citing "BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition"

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Title
A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction Yinghao Li R. Ramprasad Chao Zhang 171 14 0 20 Feb 2024
Neural-Hidden-CRF: A Robust Weakly-Supervised Sequence Labeler Zhijun Chen Hailong Sun Wanhao Zhang Chunyi Xu Qianren Mao Pengpeng Chen BDL 89 6 0 10 Sep 2023
Ground Truth Inference for Weakly Supervised Entity Matching Renzhi Wu Alexander Bendeck Xu Chu Yeye He 62 8 0 13 Nov 2022
Adaptive Ranking-based Sample Selection for Weakly Supervised Class-imbalanced Text Classification Linxin Song Jieyu Zhang Tianxiang Yang M. Goto 66 4 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 63 1 0 29 Sep 2022
A general-purpose material property data extraction pipeline from large polymer corpora using Natural Language Processing Pranav Shetty Arunkumar Chitteth Rajan Christopher Kuenneth Sonkakshi Gupta L. P. Panchumarti Lauren Holm Chaoran Zhang R. Ramprasad 61 71 0 27 Sep 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 44 4 0 07 Aug 2022
Binary Classification with Positive Labeling Sources Jieyu Zhang Yujing Wang Yaming Yang Yang Luo Alexander Ratner 64 5 0 02 Aug 2022
Learning Hyper Label Model for Programmatic Weak Supervision Renzhi Wu Sheng Chen Jieyu Zhang Xu Chu 112 17 0 27 Jul 2022
Sparse Conditional Hidden Markov Model for Weakly Supervised Named Entity Recognition Yinghao Li Le Song Chao Zhang 43 11 0 27 May 2022
Automatic Rule Induction for Interpretable Semi-Supervised Learning Reid Pryzant Ziyi Yang Yichong Xu Chenguang Zhu Michael Zeng 81 10 0 18 May 2022
PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning Rongzhi Zhang Yue Yu Pranav Shetty Le Song Chao Zhang 136 25 0 18 Mar 2022
A Survey on Programmatic Weak Supervision Jieyu Zhang Cheng-Yu Hsieh Yue Yu Chao Zhang Alexander Ratner 110 93 0 11 Feb 2022
WRENCH: A Comprehensive Benchmark for Weak Supervision Jieyu Zhang Yue Yu Yinghao Li Yujing Wang Yaming Yang Mao Yang Alexander Ratner 91 113 0 23 Sep 2021
WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding Guoqing Zheng Giannis Karamanolakis Kai Shu Ahmed Hassan Awadallah SSL 53 1 0 28 Aug 2021