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Causality Extraction based on Self-Attentive BiLSTM-CRF with Transferred Embeddings

16 April 2019

Qi Li

Papers citing "Causality Extraction based on Self-Attentive BiLSTM-CRF with Transferred Embeddings"

22 / 22 papers shown

Title
An Empirical Study of Causal Relation Extraction Transfer: Design and Data Sydney Anuyah Jack Vanschaik Palak Jain Sawyer Lehman Sunandan Chakraborty 78 0 0 08 Mar 2025
Enhancing Complex Causality Extraction via Improved Subtask Interaction and Knowledge Fusion Jinglong Gao Chen Lu Xiao Ding Zhongyang Li Ting Liu Bing Qin 54 3 0 06 Aug 2024
Causality extraction from medical text using Large Language Models (LLMs) Seethalakshmi Gopalakrishnan Luciana D. Garbayo Wlodek Zadrozny ELM 58 6 0 13 Jul 2024
The Odyssey of Commonsense Causality: From Foundational Benchmarks to Cutting-Edge Reasoning Shaobo Cui Zhijing Jin Bernhard Schölkopf Boi Faltings CML LRM 85 4 0 27 Jun 2024
Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems Italo Luis da Silva Hanqi Yan Lin Gui Yulan He CML 109 0 0 26 Jun 2024
A Comprehensive Evaluation on Event Reasoning of Large Language Models Zhengwei Tao Zhi Jin Yifan Zhang Xiancai Chen Xiaoying Bai Yue Fang Haiyan Zhao Jia Li Chongyang Tao LRM 68 4 0 26 Apr 2024
Enhancing Event Causality Identification with Rationale and Structure-Aware Causal Question Answering Baiyan Zhang Qin Chen Jie Zhou Jian Jin Liang He 49 3 0 17 Mar 2024
Towards Causal Relationship in Indefinite Data: Baseline Model and New Datasets Hang Chen Xinyu Yang Keqing Du CML 76 2 0 16 Jan 2024
A Review and Roadmap of Deep Causal Model from Different Causal Structures and Representations Hang Chen Keqing Du Chenguang Li Xinyu Yang 100 2 0 02 Nov 2023
tagE: Enabling an Embodied Agent to Understand Human Instructions Chayan Sarkar Avik Mitra Pradip Pramanick Tapas Nayak LM&Ro 65 1 0 24 Oct 2023
A Cross-Domain Evaluation of Approaches for Causal Knowledge Extraction Anik Saha Oktie Hassanzadeh Alex Gittens Jian Ni Kavitha Srinivas B. Yener CML 35 1 0 07 Aug 2023
IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach Sergio Burdisso Juan Pablo Zuluaga Esaú Villatoro-Tello Martin Fajcik Muskaan Singh Pavel Smrz P. Motlícek 82 3 0 08 Sep 2022
UniCausal: Unified Benchmark and Repository for Causal Text Mining Fiona Anting Tan Xinyu Zuo See-Kiong Ng CML 27 9 0 19 Aug 2022
Informative Causality Extraction from Medical Literature via Dependency-tree based Patterns Md. Ahsanul Kabir Aljohara Almulhim Xiao Luo M. Hasan CML 18 3 0 13 Mar 2022
Disengagement Cause-and-Effect Relationships Extraction Using an NLP Pipeline Yang Zhang X. J. Yang Feng Zhou 53 14 0 05 Nov 2021
RTE: A Tool for Annotating Relation Triplets from Text Ankan Mullick Animesh Bera Tapas Nayak KELM 38 2 0 18 Aug 2021
Fine-Grained Causality Extraction From Natural Language Requirements Using Recursive Neural Tensor Networks Jannik Fischbach Tobias Springer Julian Frattini Henning Femmer Andreas Vogelsang D. Méndez CML 11 5 0 21 Jul 2021
ASPER: Attention-based Approach to Extract Syntactic Patterns denoting Semantic Relations in Sentential Context Md. Ahsanul Kabir Typer Phillips Xiao Luo M. Hasan 46 3 0 04 Apr 2021
A Survey on Extraction of Causal Relations from Natural Language Text Jie Yang S. Han Josiah Poon 3DV CML 151 90 0 16 Jan 2021
Yseop at SemEval-2020 Task 5: Cascaded BERT Language Model for Counterfactual Statement Analysis Hanna Abi Akl Dominique Mariko Estelle Labidurie 21 3 0 18 May 2020
A Multi-level Neural Network for Implicit Causality Detection in Web Texts Shining Liang Wanli Zuo Zhenkun Shi Sen Wang Junhu Wang Xianglin Zuo 29 12 0 18 Aug 2019
Claim Extraction in Biomedical Publications using Deep Discourse Model and Transfer Learning Titipat Achakulvisut Chandra Bhagavatula Daniel Ernesto Acuna Konrad Paul Kording 26 38 0 01 Jul 2019