Entity, Relation, and Event Extraction with Contextualized Span Representations

8 September 2019

Papers citing "Entity, Relation, and Event Extraction with Contextualized Span Representations"

50 / 103 papers shown

Title
ACCoRD: A Multi-Document Approach to Generating Diverse Descriptions of Scientific Concepts Sonia K. Murthy Kyle Lo Daniel King Chandra Bhagavatula Bailey Kuehl Sophie Johnson Jon Borchardt Daniel S. Weld Tom Hope Doug Downey 27 12 0 14 May 2022
Dynamic Prefix-Tuning for Generative Template-based Event Extraction Xiao Liu Heyan Huang Ge Shi Bo Wang 31 100 0 12 May 2022
Modeling Task Interactions in Document-Level Joint Entity and Relation Extraction Liyan Xu Jinho D. Choi 22 6 0 04 May 2022
Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning Oscar Sainz Itziar Gonzalez-Dios Oier López de Lacalle Bonan Min Eneko Agirre 25 49 0 03 May 2022
Crude Oil-related Events Extraction and Processing: A Transfer Learning Approach Meisin Lee Lay-Ki Soon Eu-Gene Siew 27 0 0 01 May 2022
A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction Runxin Xu Peiyi Wang Tianyu Liu Shuang Zeng Baobao Chang Zhifang Sui 42 44 0 30 Apr 2022
A sequence-to-sequence approach for document-level relation extraction John Giorgi Gary D. Bader Bo Wang 41 52 0 03 Apr 2022
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction Kuan-Hao Huang I-Hung Hsu Premkumar Natarajan Kai-Wei Chang Nanyun Peng 38 65 0 15 Mar 2022
AIFB-WebScience at SemEval-2022 Task 12: Relation Extraction First -- Using Relation Extraction to Identify Entities Nicholas Popovic Walter Laurito Michael Färber 22 10 0 10 Mar 2022
Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction Yubo Ma Zehao Wang Yixin Cao Mukai Li Meiqi Chen Kunze Wang Jing Shao 13 131 0 24 Feb 2022
Automated Attack Synthesis by Extracting Finite State Machines from Protocol Specification Documents Maria Leonor Pacheco Max von Hippel Ben Weintraub Dan Goldwasser Cristina Nita-Rotaru 19 30 0 18 Feb 2022
What is Event Knowledge Graph: A Survey Saiping Guan Xueqi Cheng Long Bai Fu Zhang Zixuan Li Yutao Zeng Xiaolong Jin Jiafeng Guo 24 56 0 31 Dec 2021
Efficient Document-level Event Extraction via Pseudo-Trigger-aware Pruned Complete Graph Tong Zhu Xiaoye Qu Wenliang Chen Zhefeng Wang Baoxing Huai N. Yuan Min Zhang 28 46 0 11 Dec 2021
Easy Semantification of Bioassays Marco Anteghini Jennifer D'Souza V. A. M. D. Santos Sören Auer 23 4 0 30 Nov 2021
Multi-Attribute Relation Extraction (MARE) -- Simplifying the Application of Relation Extraction Lars Klöser Philipp Kohl Bodo Kraft Albert Zündorf 15 3 0 17 Nov 2021
Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding Sijia Wang Mo Yu Shiyu Chang Lichao Sun Lifu Huang 11 61 0 14 Oct 2021
Generating Disentangled Arguments with Prompts: A Simple Event Extraction Framework that Works Jinghui Si Xutan Peng Chen Li Haotian Xu Jianxin Li 19 10 0 09 Oct 2021
A system for information extraction from scientific texts in Russian E. Bruches A. Mezentseva Tatiana Batura 27 2 0 14 Sep 2021
Packed Levitated Marker for Entity and Relation Extraction Deming Ye Yankai Lin Peng Li Maosong Sun 141 106 0 13 Sep 2021
PoKE: A Prompt-based Knowledge Eliciting Approach for Event Argument Extraction Jiaju Lin Qin Chen 29 1 0 11 Sep 2021
Document-level Entity-based Extraction as Template Generation Kung-Hsiang Huang Sam Tang Nanyun Peng 22 54 0 10 Sep 2021
DEGREE: A Data-Efficient Generation-Based Event Extraction Model I-Hung Hsu Kuan-Hao Huang Elizabeth Boschee Scott Miller Premkumar Natarajan Kai-Wei Chang Nanyun Peng 25 165 0 29 Aug 2021
Bursting Scientific Filter Bubbles: Boosting Innovation via Novel Author Discovery Jason Portenoy Marissa Radensky Jevin D. West Eric Horvitz Daniel S. Weld Tom Hope 94 31 0 12 Aug 2021
Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction Lu Xu Yew Ken Chia Lidong Bing 31 179 0 26 Jul 2021
Noise Stability Regularization for Improving BERT Fine-tuning Hang Hua Xingjian Li Dejing Dou Chengzhong Xu Jiebo Luo 19 43 0 10 Jul 2021
UniRE: A Unified Label Space for Entity Relation Extraction Yijun Wang Changzhi Sun Yuanbin Wu Hao Zhou Lei Li Junchi Yan 19 112 0 09 Jul 2021
Injecting Knowledge Base Information into End-to-End Joint Entity and Relation Extraction and Coreference Resolution S. Verlinden Klim Zaporojets Johannes Deleu Thomas Demeester Chris Develder 28 23 0 05 Jul 2021
Is GPT-3 Text Indistinguishable from Human Text? Scarecrow: A Framework for Scrutinizing Machine Text Yao Dou Maxwell Forbes Rik Koncel-Kedziorski Noah A. Smith Yejin Choi DeLMO 17 126 0 02 Jul 2021
HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction Liliang Ren Chenkai Sun Heng Ji J. Hockenmaier 38 14 0 30 Jun 2021
A Span-Based Model for Joint Overlapped and Discontinuous Named Entity Recognition Fei Li Zhichao Lin Meishan Zhang Donghong Ji 16 92 0 28 Jun 2021
CLEVE: Contrastive Pre-training for Event Extraction Ziqi Wang Xiaozhi Wang Xu Han Yankai Lin Lei Hou Zhiyuan Liu Peng Li Juan-Zi Li Jie Zhou 37 116 0 30 May 2021
Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference T. Lai Heng Ji ChengXiang Zhai Quan Hung Tran 37 65 0 27 May 2021
ExcavatorCovid: Extracting Events and Relations from Text Corpora for Temporal and Causal Analysis for COVID-19 Bonan Min Benjamin Rozonoyer Haoling Qiu Alex Zamanian J. MacBride 29 12 0 05 May 2021
SciCo: Hierarchical Cross-Document Coreference for Scientific Concepts Arie Cattan Sophie Johnson Daniel S. Weld Ido Dagan Iz Beltagy Doug Downey Tom Hope 25 23 0 18 Apr 2021
Document-Level Event Argument Extraction by Conditional Generation Sha Li Heng Ji Jiawei Han 19 294 0 13 Apr 2021
Gradual Fine-Tuning for Low-Resource Domain Adaptation Haoran Xu Seth Ebner M. Yarmohammadi A. White Benjamin Van Durme Kenton W. Murray CLL 22 39 0 03 Mar 2021
Intent Classification and Slot Filling for Privacy Policies Wasi Uddin Ahmad Jianfeng Chi Tu Le Thomas B. Norton Yuan Tian Kai-Wei Chang 13 23 0 01 Jan 2021
Unsupervised Label-aware Event Trigger and Argument Classification Hongming Zhang Haoyu Wang Dan Roth 18 58 0 30 Dec 2020
A Frustratingly Easy Approach for Entity and Relation Extraction Zexuan Zhong Danqi Chen 162 108 0 24 Oct 2020
Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders Jue Wang Wei Lu 26 224 0 08 Oct 2020
Extracting a Knowledge Base of Mechanisms from COVID-19 Papers Tom Hope Aida Amini David Wadden Madeleine van Zuylen Sravanthi Parasa Eric Horvitz Daniel S. Weld Roy Schwartz Hannaneh Hajishirzi 24 29 0 08 Oct 2020
Resource-Enhanced Neural Model for Event Argument Extraction Jie Ma Shuai Wang Rishita Anubhai Miguel Ballesteros Yaser Al-Onaizan 6 39 0 06 Oct 2020
Biomedical Event Extraction with Hierarchical Knowledge Graphs Kung-Hsiang Huang Mu Yang Nanyun Peng 17 29 0 20 Sep 2020
Extracting Summary Knowledge Graphs from Long Documents Zeqiu Wu Rik Koncel-Kedziorski Mari Ostendorf Hannaneh Hajishirzi 35 15 0 19 Sep 2020
Investigating Pretrained Language Models for Graph-to-Text Generation Leonardo F. R. Ribeiro Martin Schmitt Hinrich Schütze Iryna Gurevych 19 215 0 16 Jul 2020
Revisiting Few-sample BERT Fine-tuning Tianyi Zhang Felix Wu Arzoo Katiyar Kilian Q. Weinberger Yoav Artzi 35 441 0 10 Jun 2020
Semi-Automating Knowledge Base Construction for Cancer Genetics Somin Wadhwa K. Yin K. Hughes Byron C. Wallace 11 0 0 17 May 2020
Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding Xinya Du Claire Cardie 22 101 0 13 May 2020
Cross-media Structured Common Space for Multimedia Event Extraction Manling Li Alireza Zareian Qi Zeng Spencer Whitehead Di Lu Heng Ji Shih-Fu Chang 10 103 0 05 May 2020
SciREX: A Challenge Dataset for Document-Level Information Extraction Sarthak Jain Madeleine van Zuylen Hannaneh Hajishirzi Iz Beltagy 19 160 0 01 May 2020