GLaRA: Graph-based Labeling Rule Augmentation for Weakly Supervised Named Entity Recognition

13 April 2021

Papers citing "GLaRA: Graph-based Labeling Rule Augmentation for Weakly Supervised Named Entity Recognition"

24 / 24 papers shown

Title
ScriptoriumWS: A Code Generation Assistant for Weak Supervision Tzu-Heng Huang Catherine Cao Spencer Schoenberg Harit Vishwakarma Nicholas Roberts Frederic Sala NoLa 190 6 0 17 Feb 2025
PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning Rongzhi Zhang Yue Yu Pranav Shetty Le Song Chao Zhang 89 25 0 18 Mar 2022
Named Entity Recognition without Labelled Data: A Weak Supervision Approach Pierre Lison A. Hubin Jeremy Barnes Samia Touileb 48 113 0 30 Apr 2020
SetExpan: Corpus-Based Set Expansion via Context Feature Selection and Rank Ensemble Jiaming Shen Zeqiu Wu Dongming Lei Jingbo Shang Xiang Ren Jiawei Han 36 89 0 17 Oct 2019
Low-Resource Name Tagging Learned with Weakly Labeled Data Yixin Cao Zikun Hu Tat-Seng Chua Zhiyuan Liu Heng Ji NoLa 58 77 0 26 Aug 2019
Attention Guided Graph Convolutional Networks for Relation Extraction Zhijiang Guo Yan Zhang Wei Lu GNN 67 410 0 18 Jun 2019
Inter-sentence Relation Extraction with Document-level Graph Convolutional Neural Network Sunil Kumar Sahu Fenia Christopoulou Makoto Miwa Sophia Ananiadou GNN 33 189 0 11 Jun 2019
SciBERT: A Pretrained Language Model for Scientific Text Iz Beltagy Kyle Lo Arman Cohan 124 2,968 0 26 Mar 2019
RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information Shikhar Vashishth Rishabh Joshi Sai Suman Prayaga Chiranjib Bhattacharyya Partha P. Talukdar 73 229 0 11 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,729 0 11 Oct 2018
Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation Xiao Liu Zhunchen Luo Heyan Huang GNN 63 345 0 24 Sep 2018
Graph Convolutional Networks for Text Classification Liang Yao Chengsheng Mao Yuan Luo GNN 89 1,822 0 15 Sep 2018
Learning Named Entity Tagger using Domain-Specific Dictionary Jingbo Shang Liyuan Liu Xiang Ren Xiaotao Gu Teng Ren Jiawei Han NoLa 54 211 0 10 Sep 2018
Exploring Graph-structured Passage Representation for Multi-hop Reading Comprehension with Graph Neural Networks Linfeng Song Zhiguo Wang Mo Yu Yue Zhang Radu Florian D. Gildea GNN 66 108 0 06 Sep 2018
Graph-to-Sequence Learning using Gated Graph Neural Networks Daniel Beck Gholamreza Haffari Trevor Cohn GNN 69 324 0 26 Jun 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 204 11,546 0 15 Feb 2018
Snorkel: Rapid Training Data Creation with Weak Supervision Alexander Ratner Stephen H. Bach Henry R. Ehrenberg Jason Alan Fries Sen Wu Christopher Ré 73 1,027 0 28 Nov 2017
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 459 20,124 0 30 Oct 2017
Unsupervised Aspect Term Extraction with B-LSTM & CRF using Automatically Labelled Datasets Athanasios Giannakopoulos C. Musat Andreea Hossmann Michael Baeriswyl 51 74 0 15 Sep 2017
SwellShark: A Generative Model for Biomedical Named Entity Recognition without Labeled Data Jason Alan Fries Sen Wu Alex Ratner Christopher Ré MedIm 69 95 0 20 Apr 2017
Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling Diego Marcheggiani Ivan Titov GNN NAI 67 832 0 14 Mar 2017
Learning the Structure of Generative Models without Labeled Data Stephen H. Bach Bryan D. He Alexander Ratner Christopher Ré 52 166 0 02 Mar 2017
Bidirectional LSTM-CRF Models for Sequence Tagging Zhiheng Huang Wenyuan Xu Kai Yu 171 4,025 0 09 Aug 2015
Learning Dictionaries for Named Entity Recognition using Minimal Supervision Arvind Neelakantan Michael Collins 39 43 0 24 Apr 2015