Entity, Relation, and Event Extraction with Contextualized Span Representations

8 September 2019

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

50 / 116 papers shown

Title
SPOT: Knowledge-Enhanced Language Representations for Information Extraction Jiacheng Li Yannis Katsis Tyler Baldwin Ho-Cheol Kim Andrew Bartko Julian McAuley Chun-Nan Hsu 30 15 0 20 Aug 2022
A Two-Phase Paradigm for Joint Entity-Relation Extraction Bin Ji Hao Xu Jie Yu Shasha Li Jun Ma Yuke Ji Huijun Liu 24 2 0 18 Aug 2022
Enhancing Event-Level Sentiment Analysis with Structured Arguments Qi Zhang Jie Zhou Qin Chen Qinchun Bai Liangbo He 43 7 0 31 May 2022
EA $^2$ E: Improving Consistency with Event Awareness for Document-Level Argument Extraction Qi Zeng Qiusi Zhan Chenhui Xu 25 26 0 30 May 2022
TAGPRIME: A Unified Framework for Relational Structure Extraction I-Hung Hsu Kuan-Hao Huang Shuning Zhang Wen-Huang Cheng Premkumar Natarajan Kai-Wei Chang Nanyun Peng 16 11 0 25 May 2022
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 37 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 Choi 34 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 36 49 0 03 May 2022
Crude Oil-related Events Extraction and Processing: A Transfer Learning Approach Meisin Lee Lay-Ki Soon Eu-Gene Siew 29 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 41 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 33 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 40 131 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 27 30 0 18 Feb 2022
P4E: Few-Shot Event Detection as Prompt-Guided Identification and Localization Sha Li Liyuan Liu Yiqing Xie Heng Ji Jiawei Han 41 4 0 15 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 55 0 31 Dec 2021
Event-based clinical findings extraction from radiology reports with pre-trained language model Wilson Lau K. Lybarger Martin Gunn Meliha Yetisgen 33 5 0 27 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 33 46 0 11 Dec 2021
Easy Semantification of Bioassays Marco Anteghini Jennifer D'Souza V. A. M. D. Santos Sören Auer 28 4 0 30 Nov 2021
Multi-Attribute Relation Extraction (MARE) -- Simplifying the Application of Relation Extraction Lars Klöser Philipp Kohl Bodo Kraft Albert Zündorf 21 3 0 17 Nov 2021
Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition Zheng Yuan Chuanqi Tan Songfang Huang Fei Huang 52 46 0 14 Oct 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 29 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 31 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
Text-to-Table: A New Way of Information Extraction Xueqing Wu Jiacheng Zhang Hang Li LMTD 30 54 0 06 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 39 180 0 26 Jul 2021
Noise Stability Regularization for Improving BERT Fine-tuning Hang Hua Xingjian Li Dejing Dou Chengzhong Xu Jiebo Luo 19 44 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 22 112 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 32 24 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 17 128 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
RadGraph: Extracting Clinical Entities and Relations from Radiology Reports Saahil Jain Ashwin Agrawal A. Saporta Steven QH Truong D. Duong ... Yuhao Zhang M. Lungren A. Ng C. Langlotz Pranav Rajpurkar MedIm 26 200 0 28 Jun 2021
A Span-Based Model for Joint Overlapped and Discontinuous Named Entity Recognition Fei Li Zhichao Lin Meishan Zhang Donghong Ji 21 92 0 28 Jun 2021
The Case for Translation-Invariant Self-Attention in Transformer-Based Language Models Ulme Wennberg G. Henter MILM 35 21 0 03 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 66 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 43 13 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 28 23 0 18 Apr 2021
Document-Level Event Argument Extraction by Conditional Generation Sha Li Heng Ji Jiawei Han 28 294 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
First Target and Opinion then Polarity: Enhancing Target-opinion Correlation for Aspect Sentiment Triplet Extraction Lianzhe Huang Peiyi Wang Sujian Li Tianyu Liu Xiaodong Zhang Zhicong Cheng Dawei Yin Houfeng Wang 170 28 0 17 Feb 2021
Intent Classification and Slot Filling for Privacy Policies Wasi Uddin Ahmad Jianfeng Chi Tu Le Thomas B. Norton Yuan Tian Kai-Wei Chang 21 23 0 01 Jan 2021
Unsupervised Label-aware Event Trigger and Argument Classification Hongming Zhang Haoyu Wang Dan Roth 41 58 0 30 Dec 2020