v1v2 (latest)

Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling

9 October 2019

Xiang Ren

Papers citing "Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling"

24 / 24 papers shown

Title
Automating Weak Label Generation for Data Programming with Clinicians in the Loop Jean Park Sydney Pugh Kaustubh Sridhar Mengyu Liu N. Yarna Ramneet Kaur Souradeep Dutta E. Bernardis O. Sokolsky Insup Lee MedIm 63 1 0 10 Jul 2024
WeShap: Weak Supervision Source Evaluation with Shapley Values Naiqing Guan Nick Koudas 90 0 0 16 Jun 2024
Mix of Experts Language Model for Named Entity Recognition Xinwei Chen Kun Li Tianyou Song Jiangjian Guo MoE 60 10 0 30 Apr 2024
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
Utilizing Weak Supervision To Generate Indonesian Conservation Dataset Mega Fransiska Diah Pitaloka Saripudin Satrio Putra Lintang Sutawika 92 0 0 17 Oct 2023
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
Prompt to be Consistent is Better than Self-Consistent? Few-Shot and Zero-Shot Fact Verification with Pre-trained Language Models Fengzhu Zeng Wei Gao 69 6 0 05 Jun 2023
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
Modeling sequential annotations for sequence labeling with crowds Xiaolei Lu T. Chow 23 1 0 20 Sep 2022
Binary Classification with Positive Labeling Sources Jieyu Zhang Yujing Wang Yaming Yang Yang Luo Alexander Ratner 64 5 0 02 Aug 2022
Sparse Conditional Hidden Markov Model for Weakly Supervised Named Entity Recognition Yinghao Li Le Song Chao Zhang 43 11 0 27 May 2022
Understanding Programmatic Weak Supervision via Source-aware Influence Function Jieyu Zhang Hong Wang Cheng-Yu Hsieh Alexander Ratner TDI 88 12 0 25 May 2022
ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision Anastasiia Sedova Benjamin Roth 74 1 0 14 Apr 2022
A Survey on Programmatic Weak Supervision Jieyu Zhang Cheng-Yu Hsieh Yue Yu Chao Zhang Alexander Ratner 110 93 0 11 Feb 2022
Few-shot Named Entity Recognition with Cloze Questions V. Gatta V. Moscato Marco Postiglione Giancarlo Sperlí 56 4 0 24 Nov 2021
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
Truth Discovery in Sequence Labels from Crowds Nasim Sabetpour Adithya Kulkarni Sihong Xie Qi Li 65 16 0 09 Sep 2021
Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data Haoming Jiang Danqing Zhang Tianyu Cao Bing Yin T. Zhao NoLa 80 45 0 16 Jun 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 73 35 0 26 May 2021
Navigation Turing Test (NTT): Learning to Evaluate Human-Like Navigation Sam Devlin Raluca Georgescu Ida Momennejad Jaroslaw Rzepecki Evelyn Zuniga Gavin Costello Guy Leroy A. Shaw Katja Hofmann 76 22 0 20 May 2021
Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence Tal Schuster Adam Fisch Regina Barzilay 109 238 0 15 Mar 2021
BOND: BERT-Assisted Open-Domain Named Entity Recognition with Distant Supervision Chen Liang Yue Yu Haoming Jiang Siawpeng Er Ruijia Wang T. Zhao Chao Zhang OffRL 75 240 0 28 Jun 2020
LEAN-LIFE: A Label-Efficient Annotation Framework Towards Learning from Explanation Dong-Ho Lee Rahul Khanna Bill Yuchen Lin Jamin Chen Seyeon Lee Qinyuan Ye Elizabeth Boschee Leonardo Neves Xiang Ren 113 22 0 16 Apr 2020
TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition Bill Yuchen Lin Dong-Ho Lee Minghan Shen Ryan Rene Moreno Xiao Huang Prashant Shiralkar Xiang Ren 87 87 0 16 Apr 2020