A Survey on Extraction of Causal Relations from Natural Language Text

16 January 2021

Jie Yang

Papers citing "A Survey on Extraction of Causal Relations from Natural Language Text"

27 / 27 papers shown

Title
Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders Jue Wang Wei Lu 28 226 0 08 Oct 2020
Double Graph Based Reasoning for Document-level Relation Extraction Shuang Zeng Runxin Xu Baobao Chang Lei Li 56 225 0 29 Sep 2020
Global-to-Local Neural Networks for Document-Level Relation Extraction D. Wang Wei Hu E. Cao Weijian Sun NAI 28 119 0 22 Sep 2020
Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative Multiagents Daoyuan Chen Yaliang Li Kai Lei Ying Shen NoLa 16 13 0 21 Apr 2020
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages Peng Qi Yuhao Zhang Yuhui Zhang Jason Bolton Christopher D. Manning AI4TS 225 1,681 0 16 Mar 2020
SemEval-2010 Task 8: Multi-Way Classification of Semantic Relations Between Pairs of Nominals Iris Hendrickx Su Nam Kim Zornitsa Kozareva Preslav Nakov Diarmuid Ó Séaghdha Sebastian Padó M. Pennacchiotti Lorenza Romano Stan Szpakowicz 27 280 0 23 Nov 2019
Connecting the Dots: Document-level Neural Relation Extraction with Edge-oriented Graphs Fenia Christopoulou Makoto Miwa Sophia Ananiadou 24 186 0 31 Aug 2019
A Multi-level Neural Network for Implicit Causality Detection in Web Texts Shining Liang Wanli Zuo Zhenkun Shi Sen Wang Junhu Wang Xianglin Zuo 17 12 0 18 Aug 2019
Transfer Learning for Causal Sentence Detection Manolis Kyriakakis Ion Androutsopoulos Joan Ginés i Ametllé Artur Saudabayev 23 25 0 18 Jun 2019
Attention Guided Graph Convolutional Networks for Relation Extraction Zhijiang Guo Yan Zhang Wei Lu GNN 36 409 0 18 Jun 2019
DocRED: A Large-Scale Document-Level Relation Extraction Dataset Yuan Yao Deming Ye Peng Li Xu Han Yankai Lin Zhenghao Liu Zhiyuan Liu Lixin Huang Jie Zhou Maosong Sun 31 449 0 14 Jun 2019
Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets Yifan Peng Shankai Yan Zhiyong Lu LM&MA AI4MH 45 837 0 13 Jun 2019
Improving Relation Extraction by Pre-trained Language Representations Christoph Alt Marc Hübner Leonhard Hennig VLM 33 87 0 07 Jun 2019
Causality Extraction based on Self-Attentive BiLSTM-CRF with Transferred Embeddings Zhaoning Li Qi Li Xiaotian Zou Jiangtao Ren 16 118 0 16 Apr 2019
ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission Kexin Huang Jaan Altosaar Rajesh Ranganath OOD 74 882 0 10 Apr 2019
SciBERT: A Pretrained Language Model for Scientific Text Iz Beltagy Kyle Lo Arman Cohan 62 2,948 0 26 Mar 2019
A Walk-based Model on Entity Graphs for Relation Extraction Fenia Christopoulou Makoto Miwa Sophia Ananiadou GNN 29 98 0 19 Feb 2019
Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers Haoyu Wang Ming Tan Mo Yu Shiyu Chang Dakuo Wang Kun Xu Xiaoxiao Guo Saloni Potdar ViT 55 97 0 04 Feb 2019
BioBERT: a pre-trained biomedical language representation model for biomedical text mining Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang OOD 105 5,579 0 25 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 782 93,936 0 11 Oct 2018
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction Yuhao Zhang Peng Qi Christopher D. Manning GNN 51 726 0 26 Sep 2018
Graph Convolutional Networks for Text Classification Liang Yao Chengsheng Mao Yuan Luo GNN 44 1,815 0 15 Sep 2018
Adversarial training for multi-context joint entity and relation extraction Giannis Bekoulis Johannes Deleu T. Demeester Chris Develder GAN 36 174 0 21 Aug 2018
Joint entity recognition and relation extraction as a multi-head selection problem Giannis Bekoulis Johannes Deleu Thomas Demeester Chris Develder 60 372 0 20 Apr 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 72 11,520 0 15 Feb 2018
Automatic Extraction of Causal Relations from Natural Language Texts: A Comprehensive Survey Nabiha Asghar CML 13 80 0 25 May 2016
Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Path Xu Yan Lili Mou Ge Li Yunchuan Chen Hao Peng Zhi Jin 24 655 0 15 Aug 2015