Learning from Context or Names? An Empirical Study on Neural Relation Extraction

5 October 2020

Hao Peng

Tianyu Gao

Xu Han

Yankai Lin

Peng Li

Zhiyuan Liu

Maosong Sun

Jie Zhou

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Papers citing "Learning from Context or Names? An Empirical Study on Neural Relation Extraction"

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Title
Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation Qingyu Tan Ruidan He Lidong Bing Hwee Tou Ng 24 97 0 21 Mar 2022
Measuring Context-Word Biases in Lexical Semantic Datasets Qianchu Liu Diana McCarthy Anna Korhonen 28 2 0 13 Dec 2021
From Consensus to Disagreement: Multi-Teacher Distillation for Semi-Supervised Relation Extraction Wanli Li T. Qian 15 2 0 02 Dec 2021
SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction Yuxin Xiao Zecheng Zhang Yuning Mao Carl Yang Jiawei Han RALM AI4TS 11 47 0 24 Sep 2021
Separating Retention from Extraction in the Evaluation of End-to-end Relation Extraction Bruno Taillé Vincent Guigue Geoffrey Scoutheeten Patrick Gallinari 71 5 0 24 Sep 2021
Improving Span Representation for Domain-adapted Coreference Resolution Nupoor Gandhi Anjalie Field Yulia Tsvetkov CLL 20 3 0 20 Sep 2021
Exploring Task Difficulty for Few-Shot Relation Extraction Jiale Han Bo Cheng Wei Lu 12 73 0 12 Sep 2021
Uncovering Main Causalities for Long-tailed Information Extraction Guoshun Nan Jiaqi Zeng Rui Qiao Zhijiang Guo Wei Lu CML 54 46 0 11 Sep 2021
MapRE: An Effective Semantic Mapping Approach for Low-resource Relation Extraction Manqing Dong Chunguang Pan Zhipeng Luo 149 41 0 09 Sep 2021
Prompt-Learning for Fine-Grained Entity Typing Ning Ding Yulin Chen Xu Han Guangwei Xu Pengjun Xie Haitao Zheng Zhiyuan Liu Juan-Zi Li Hong-Gee Kim 20 156 0 24 Aug 2021
Multi-Scale Feature and Metric Learning for Relation Extraction Mi Zhang T. Qian 26 0 0 28 Jul 2021
How Knowledge Graph and Attention Help? A Quantitative Analysis into Bag-level Relation Extraction Zikun Hu Yixin Cao Lifu Huang Tat-Seng Chua 9 14 0 26 Jul 2021
CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction Tao Chen Haizhou Shi Siliang Tang Zhigang Chen Fei Wu Y. Zhuang 11 54 0 21 Jun 2021
Element Intervention for Open Relation Extraction Liu Fangchao Lingyong Yan Hongyu Lin Xianpei Han Le Sun LRM 17 20 0 17 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 31 115 0 30 May 2021
PTR: Prompt Tuning with Rules for Text Classification Xu Han Weilin Zhao Ning Ding Zhiyuan Liu Maosong Sun VLM 35 513 0 24 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
Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction Tianyu Gao Xu Han Keyue Qiu Yuzhuo Bai Zhiyu Xie Yankai Lin Zhiyuan Liu Peng Li Maosong Sun Jie Zhou ELM 19 31 0 20 May 2021
Improving BERT Model Using Contrastive Learning for Biomedical Relation Extraction P. Su Yifan Peng K. Vijay-Shanker SSL 26 35 0 28 Apr 2021
CSS-LM: A Contrastive Framework for Semi-supervised Fine-tuning of Pre-trained Language Models Yusheng Su Xu Han Yankai Lin Zhengyan Zhang Zhiyuan Liu Peng Li Jie Zhou Maosong Sun 11 10 0 07 Feb 2021
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning Yujia Qin Yankai Lin Ryuichi Takanobu Zhiyuan Liu Peng Li Heng Ji Minlie Huang Maosong Sun Jie Zhou 46 125 0 30 Dec 2020
Let's Stop Incorrect Comparisons in End-to-end Relation Extraction! Bruno Taillé Vincent Guigue Geoffrey Scoutheeten Patrick Gallinari 12 9 0 22 Sep 2020
FewRel 2.0: Towards More Challenging Few-Shot Relation Classification Tianyu Gao Xu Han Hao Zhu Zhiyuan Liu Peng Li Maosong Sun Jie Zhou 205 244 0 16 Oct 2019
K-BERT: Enabling Language Representation with Knowledge Graph Weijie Liu Peng Zhou Zhe Zhao Zhiruo Wang Qi Ju Haotang Deng Ping Wang 231 778 0 17 Sep 2019
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 228 656 0 09 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 415 2,586 0 03 Sep 2019