A Frustratingly Easy Approach for Entity and Relation Extraction

24 October 2020

Papers citing "A Frustratingly Easy Approach for Entity and Relation Extraction"

40 / 40 papers shown

Title
Semantic Loss Functions for Neuro-Symbolic Structured Prediction Kareem Ahmed Stefano Teso Paolo Morettin Luca Di Liello Pierfrancesco Ardino ... Yitao Liang Eric Wang Kai-Wei Chang Andrea Passerini Guy Van den Broeck 44 2 0 12 May 2024
Building blocks for complex tasks: Robust generative event extraction for radiology reports under domain shifts Sitong Zhou Meliha Yetisgen Mari Ostendorf MedIm 16 2 0 15 Jun 2023
CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors Peng Li Tianxiang Sun Qiong Tang Hang Yan Yuanbin Wu Xuanjing Huang Technology SyDa 24 67 0 09 May 2023
UNTER: A Unified Knowledge Interface for Enhancing Pre-trained Language Models Deming Ye Yankai Lin Zhengyan Zhang Maosong Sun KELM 21 0 0 02 May 2023
InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction Xiao Wang Wei Zhou Can Zu Han Xia Tianze Chen ... Tao Gui Jihua Kang J. Yang Siyuan Li Chunsai Du 31 146 0 17 Apr 2023
Sentence-Level Relation Extraction via Contrastive Learning with Descriptive Relation Prompts Jiewen Zheng Ze Chen 25 2 0 11 Apr 2023
Unified Text Structuralization with Instruction-tuned Language Models Xuanfan Ni Piji Li Huayang Li 36 13 0 27 Mar 2023
Open Relation and Event Type Discovery with Type Abstraction Sha Li Heng Ji Jiawei Han 39 14 0 30 Nov 2022
A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach Yew Ken Chia Lidong Bing Sharifah Mahani Aljunied Luo Si Soujanya Poria 32 14 0 18 Nov 2022
Towards automating Numerical Consistency Checks in Financial Reports L. Hillebrand Tobias Deuβer T. Khameneh Bernd Kliem Rüdiger Loitz Christian Bauckhage R. Sifa 18 4 0 11 Nov 2022
arXivEdits: Understanding the Human Revision Process in Scientific Writing Chao Jiang Wei-ping Xu Samuel Stevens 28 22 0 26 Oct 2022
Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction Zhen Wan Qianying Liu Zhuoyuan Mao Fei Cheng Sadao Kurohashi Jiwei Li 30 8 0 21 Oct 2022
KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents Tobias Deuβer Syed Musharraf Ali L. Hillebrand Desiana Nurchalifah Basil Jacob Christian Bauckhage R. Sifa 14 14 0 17 Oct 2022
Improving Text-to-SQL Semantic Parsing with Fine-grained Query Understanding Jun Wang Patrick K. L. Ng A. Li Jiarong Jiang Zhiguo Wang Ramesh Nallapati Bing Xiang Sudipta Sengupta 44 3 0 28 Sep 2022
A Multi-turn Machine Reading Comprehension Framework with Rethink Mechanism for Emotion-Cause Pair Extraction Changzhi Zhou Dandan Song Jing Xu Zhijing Wu 24 11 0 16 Sep 2022
Extracting Medication Changes in Clinical Narratives using Pre-trained Language Models Giridhar Kaushik Ramachandran K. Lybarger Yaya Liu Diwakar Mahajan Jennifer J. Liang Ching-Huei Tsou Meliha Yetisgen-Yildiz Özlem Uzuner 19 9 0 17 Aug 2022
CompactIE: Compact Facts in Open Information Extraction Farima Fatahi Bayat Nikita Bhutani H. V. Jagadish 36 8 0 05 May 2022
FastRE: Towards Fast Relation Extraction with Convolutional Encoder and Improved Cascade Binary Tagging Framework Guozheng Li Xu Chen Peng Wang Jiafeng Xie Qiqing Luo ViT 29 11 0 05 May 2022
Hierarchical Transformer Model for Scientific Named Entity Recognition Urchade Zaratiana Pierre Holat Nadi Tomeh Thierry Charnois 13 2 0 28 Mar 2022
Multimodal Learning on Graphs for Disease Relation Extraction Yucong Lin K. Lu Sheng Yu Tianxi Cai Marinka Zitnik 26 31 0 16 Mar 2022
Conformal Prediction Sets with Limited False Positives Adam Fisch Tal Schuster Tommi Jaakkola Regina Barzilay 23 23 0 15 Feb 2022
Neuro-Symbolic Entropy Regularization Kareem Ahmed Eric Wang Kai-Wei Chang Guy Van den Broeck 22 21 0 25 Jan 2022
Event-based clinical findings extraction from radiology reports with pre-trained language model Wilson Lau K. Lybarger Martin Gunn Meliha Yetisgen 15 5 0 27 Dec 2021
Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition Zheng Yuan Chuanqi Tan Songfang Huang Fei Huang 49 46 0 14 Oct 2021
Discovering Drug-Target Interaction Knowledge from Biomedical Literature Yutai Hou Yingce Xia Lijun Wu Shufang Xie Yang Fan Jinhua Zhu Wanxiang Che Tao Qin Tie-Yan Liu 17 14 0 27 Sep 2021
Low-Resource Named Entity Recognition Based on Multi-hop Dependency Trigger Jiang Wu 13 0 0 15 Sep 2021
Packed Levitated Marker for Entity and Relation Extraction Deming Ye Yankai Lin Peng Li Maosong Sun 138 106 0 13 Sep 2021
Pre-train or Annotate? Domain Adaptation with a Constrained Budget Fan Bai Alan Ritter Wei-ping Xu 58 31 0 10 Sep 2021
Text-to-Table: A New Way of Information Extraction Xueqing Wu Jiacheng Zhang Hang Li LMTD 22 54 0 06 Sep 2021
A Partition Filter Network for Joint Entity and Relation Extraction Zhiheng Yan Chong Zhang Jinlan Fu Qi Zhang Zhongyu Wei 28 134 0 27 Aug 2021
UniRE: A Unified Label Space for Entity Relation Extraction Yijun Wang Changzhi Sun Yuanbin Wu Hao Zhou Lei Li Junchi Yan 6 112 0 09 Jul 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 12 198 0 28 Jun 2021
Explicit Interaction Network for Aspect Sentiment Triplet Extraction Peiyi Wang Tianyu Liu Damai Dai Runxin Xu Baobao Chang Zhifang Sui 25 4 0 21 Jun 2021
Inspecting the concept knowledge graph encoded by modern language models Carlos Aspillaga Marcelo Mendoza Alvaro Soto 19 13 0 27 May 2021
Distantly-Supervised Long-Tailed Relation Extraction Using Constraint Graphs Tianming Liang Yang Liu Xiaoyan Liu Hao Zhang Gaurav Sharma Maozu Guo 29 22 0 24 May 2021
A More Fine-Grained Aspect-Sentiment-Opinion Triplet Extraction Task Yuncong Li Fang Wang W. Zhang Shengtao Zhong Cunxiang Yin Yancheng He 17 20 0 29 Mar 2021
IIE-NLP-Eyas at SemEval-2021 Task 4: Enhancing PLM for ReCAM with Special Tokens, Re-Ranking, Siamese Encoders and Back Translation Yuqiang Xie Luxi Xing Wei Peng Yue Hu 15 4 0 25 Feb 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
EGFI: Drug-Drug Interaction Extraction and Generation with Fusion of Enriched Entity and Sentence Information Lei Huang Jiecong Lin Xiangtao Li Linqi Song Ka-Chun Wong 16 22 0 25 Jan 2021
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Erik Cambria Pekka Marttinen Philip S. Yu 181 1,940 0 02 Feb 2020