What do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification

28 April 2022

Papers citing "What do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification"

41 / 41 papers shown

Title
UniRE: A Unified Label Space for Entity Relation Extraction Yijun Wang Changzhi Sun Yuanbin Wu Hao Zhou Lei Li Junchi Yan 57 113 0 09 Jul 2021
SENT: Sentence-level Distant Relation Extraction via Negative Training Ruotian Ma Tao Gui Linyang Li Qi Zhang Yaqian Zhou Xuanjing Huang 26 29 0 22 Jun 2021
From Discourse to Narrative: Knowledge Projection for Event Relation Extraction Jialong Tang Hongyu Lin M. Liao Yaojie Lu Xianpei Han Le Sun Weijian Xie Jin Xu 43 23 0 16 Jun 2021
Entity Concept-enhanced Few-shot Relation Extraction Shan Yang Yongfei Zhang Guanglin Niu Qinghua Zhao Shiliang Pu 58 65 0 04 Jun 2021
Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction Quzhe Huang Shengqi Zhu Yansong Feng Yuan Ye Yuxuan Lai Dongyan Zhao 36 50 0 03 Jun 2021
Revisiting the Negative Data of Distantly Supervised Relation Extraction Chenhao Xie Jiaqing Liang Jingping Liu Chengsong Huang Wenhao Huang Yanghua Xiao 77 28 0 21 May 2021
Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes O. Sabo Yanai Elazar Yoav Goldberg Ido Dagan 61 41 0 17 Apr 2021
Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models Nora Kassner Philipp Dufter Hinrich Schütze 69 141 0 01 Feb 2021
CrossNER: Evaluating Cross-Domain Named Entity Recognition Zihan Liu Yan Xu Tiezheng Yu Wenliang Dai Ziwei Ji Samuel Cahyawijaya Andrea Madotto Pascale Fung 113 153 0 08 Dec 2020
Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders Jue Wang Wei Lu 43 228 0 08 Oct 2020
Towards Understanding Sample Variance in Visually Grounded Language Generation: Evaluations and Observations Wanrong Zhu Xinze Wang P. Narayana Kazoo Sone Sugato Basu William Yang Wang 33 8 0 07 Oct 2020
DWIE: an entity-centric dataset for multi-task document-level information extraction Klim Zaporojets Johannes Deleu Chris Develder Thomas Demeester 55 59 0 26 Sep 2020
In Layman's Terms: Semi-Open Relation Extraction from Scientific Texts Ruben Kruiper J. Vincent Jessica Chen-Burger M. Desmulliez Ioannis Konstas 37 20 0 15 May 2020
Reasoning with Latent Structure Refinement for Document-Level Relation Extraction Guoshun Nan Zhijiang Guo Ivan Sekulić Wei Lu 80 274 0 13 May 2020
We Need to Talk About Random Splits Anders Søgaard Sebastian Ebert Jasmijn Bastings Katja Filippova 80 100 0 01 May 2020
TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task Christoph Alt Aleksandra Gabryszak Leonhard Hennig 104 156 0 30 Apr 2020
Dialogue-Based Relation Extraction Dian Yu Kai Sun Claire Cardie Dong Yu 40 133 0 17 Apr 2020
CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset Qi Zhu Kaili Huang Zheng Zhang Xiaoyan Zhu Minlie Huang 49 111 0 27 Feb 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 63 281 0 23 Nov 2019
FewRel 2.0: Towards More Challenging Few-Shot Relation Classification Tianyu Gao Xu Han Hao Zhu Zhiyuan Liu Peng Li Maosong Sun Jie Zhou 259 247 0 16 Oct 2019
Exploiting Entity BIO Tag Embeddings and Multi-task Learning for Relation Extraction with Imbalanced Data Wei Ye Bo Li Rui Xie Zhonghao Sheng Long Chen Shikun Zhang 52 37 0 21 Jun 2019
Attention Guided Graph Convolutional Networks for Relation Extraction Zhijiang Guo Yan Zhang Wei Lu GNN 70 410 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 47 454 0 14 Jun 2019
Matching the Blanks: Distributional Similarity for Relation Learning Livio Baldini Soares Nicholas FitzGerald Jeffrey Ling Tom Kwiatkowski 56 771 0 07 Jun 2019
SParC: Cross-Domain Semantic Parsing in Context Tao Yu Rui Zhang Michihiro Yasunaga Y. Tan Xi Lin ... Jonathan Kraft Vincent Zhang Caiming Xiong R. Socher Dragomir R. Radev 65 189 0 05 Jun 2019
Entity-Relation Extraction as Multi-Turn Question Answering Xiaoya Li Fan Yin Zijun Sun Xiayu Li Arianna Yuan Duo Chai Mingxin Zhou Jiwei Li 67 346 0 14 May 2019
SciBERT: A Pretrained Language Model for Scientific Text Iz Beltagy Kyle Lo Arman Cohan 130 2,969 0 26 Mar 2019
A Walk-based Model on Entity Graphs for Relation Extraction Fenia Christopoulou Makoto Miwa Sophia Ananiadou GNN 53 98 0 19 Feb 2019
Graph Neural Networks with Generated Parameters for Relation Extraction Hao Zhu Yankai Lin Zhiyuan Liu Jie Fu Tat-Seng Chua Maosong Sun 62 124 0 02 Feb 2019
FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation Xu Han Hao Zhu Pengfei Yu Ziyun Wang Yuan Yao Zhiyuan Liu Maosong Sun SLR 66 610 0 24 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,770 0 11 Oct 2018
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction Yi Luan Luheng He Mari Ostendorf Hannaneh Hajishirzi 102 682 0 29 Aug 2018
Adversarial training for multi-context joint entity and relation extraction Giannis Bekoulis Johannes Deleu T. Demeester Chris Develder GAN 63 176 0 21 Aug 2018
Joint entity recognition and relation extraction as a multi-head selection problem Giannis Bekoulis Johannes Deleu Thomas Demeester Chris Develder 70 374 0 20 Apr 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 206 11,549 0 15 Feb 2018
Relation Extraction : A Survey Sachin Sharad Pawar Girish Keshav Palshikar P. Bhattacharyya 43 127 0 14 Dec 2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 520 4,476 0 18 Apr 2017
SemEval 2017 Task 10: ScienceIE - Extracting Keyphrases and Relations from Scientific Publications Isabelle Augenstein Mrinal Das Sebastian Riedel Lakshmi Vikraman Andrew McCallum 66 339 0 10 Apr 2017
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 229 9,966 0 15 Jul 2016
End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures Makoto Miwa Joey Tianyi Zhou 132 1,188 0 05 Jan 2016
Improved Relation Extraction with Feature-Rich Compositional Embedding Models Matthew R. Gormley Mo Yu Mark Dredze CoGe 58 173 0 10 May 2015