Matching the Blanks: Distributional Similarity for Relation Learning

7 June 2019

Livio Baldini Soares

Papers citing "Matching the Blanks: Distributional Similarity for Relation Learning"

41 / 141 papers shown

Title
Re-TACRED: Addressing Shortcomings of the TACRED Dataset George Stoica Emmanouil Antonios Platanios Barnabas Poczos 41 113 0 16 Apr 2021
KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction Xiang Chen Ningyu Zhang Xin Xie Shumin Deng Yunzhi Yao Chuanqi Tan Fei Huang Luo Si Huajun Chen 43 402 0 15 Apr 2021
Relational World Knowledge Representation in Contextual Language Models: A Review Tara Safavi Danai Koutra KELM 43 51 0 12 Apr 2021
Normal vs. Adversarial: Salience-based Analysis of Adversarial Samples for Relation Extraction Luoqiu Li Xiang Chen Zhen Bi Xin Xie Shumin Deng Ningyu Zhang Chuanqi Tan Mosha Chen Huajun Chen AAML 39 7 0 01 Apr 2021
Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey Tapas Nayak Navonil Majumder Pawan Goyal Soujanya Poria ViT 21 49 0 31 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
Reasoning Over Virtual Knowledge Bases With Open Predicate Relations Haitian Sun Pat Verga Bhuwan Dhingra Ruslan Salakhutdinov William W. Cohen LRM 45 26 0 14 Feb 2021
When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data Peter Hase Joey Tianyi Zhou XAI 32 87 0 03 Feb 2021
HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions Shaobo Li Xiaoguang Li Lifeng Shang Xin Jiang Qun Liu Chengjie Sun Zhenzhou Ji Bingquan Liu RALM 37 31 0 31 Dec 2020
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 60 125 0 30 Dec 2020
Causal BERT : Language models for causality detection between events expressed in text Vivek Khetan Roshni Ramnani M. Anand Shubhashis Sengupta Andrew E.Fano 22 44 0 10 Dec 2020
Complex Relation Extraction: Challenges and Opportunities Haiyun Jiang Qiaoben Bao Qiao Cheng Deqing Yang Li Wang Yanghua Xiao 46 13 0 09 Dec 2020
Fine-tuning BERT for Low-Resource Natural Language Understanding via Active Learning Daniel Grießhaber J. Maucher Ngoc Thang Vu 24 46 0 04 Dec 2020
Learning Relation Prototype from Unlabeled Texts for Long-tail Relation Extraction Yixin Cao Jun Kuang Ming Gao Aoying Zhou Yonggang Wen Tat-Seng Chua 33 21 0 27 Nov 2020
Denoising Relation Extraction from Document-level Distant Supervision Chaojun Xiao Yuan Yao Ruobing Xie Xu Han Zhiyuan Liu Maosong Sun Fen Lin Leyu Lin 27 38 0 08 Nov 2020
Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction Haiyang Yu Ningyu Zhang Shumin Deng Hongbin Ye Wei Zhang Huajun Chen 8 49 0 30 Oct 2020
A Frustratingly Easy Approach for Entity and Relation Extraction Zexuan Zhong Danqi Chen 162 108 0 24 Oct 2020
Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling Wenxuan Zhou Kevin Huang Tengyu Ma Jing Huang 29 274 0 21 Oct 2020
The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification Abdullatif Köksal Arzucan Özgür 43 19 0 19 Oct 2020
CoRel: Seed-Guided Topical Taxonomy Construction by Concept Learning and Relation Transferring Jiaxin Huang Yiqing Xie Yu Meng Yunyi Zhang Jiawei Han 50 36 0 13 Oct 2020
Model Selection for Cross-Lingual Transfer Yang Chen Alan Ritter 28 12 0 13 Oct 2020
Learning from Context or Names? An Empirical Study on Neural Relation Extraction Hao Peng Tianyu Gao Xu Han Yankai Lin Peng Li Zhiyuan Liu Maosong Sun Jie Zhou 31 201 0 05 Oct 2020
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention Ikuya Yamada Akari Asai Hiroyuki Shindo Hideaki Takeda Yuji Matsumoto 39 663 0 02 Oct 2020
Double Graph Based Reasoning for Document-level Relation Extraction Shuang Zeng Runxin Xu Baobao Chang Lei Li 37 225 0 29 Sep 2020
Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases Gerhard Weikum Luna Dong Simon Razniewski Fabian M. Suchanek 47 125 0 24 Sep 2020
Few-shot Relation Extraction via Bayesian Meta-learning on Relation Graphs Meng Qu Tianyu Gao Louis-Pascal Xhonneux Jian Tang BDL 36 106 0 05 Jul 2020
TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task Christoph Alt Aleksandra Gabryszak Leonhard Hennig 19 153 0 30 Apr 2020
QURIOUS: Question Generation Pretraining for Text Generation Shashi Narayan Gonçalo Simães Ji Ma Hannah Craighead Ryan T. McDonald 37 15 0 23 Apr 2020
Entities as Experts: Sparse Memory Access with Entity Supervision Thibault Févry Livio Baldini Soares Nicholas FitzGerald Eunsol Choi Tom Kwiatkowski RALM 35 152 0 15 Apr 2020
Downstream Model Design of Pre-trained Language Model for Relation Extraction Task Cheng-rong Li Ye Tian 21 36 0 08 Apr 2020
More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction Xu Han Tianyu Gao Yankai Lin Hao Peng Yaoliang Yang Chaojun Xiao Zhiyuan Liu Peng Li Maosong Sun Jie Zhou 32 133 0 07 Apr 2020
SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction Xuming Hu Chenwei Zhang Yusong Xu Lijie Wen Philip S. Yu SSL 29 84 0 06 Apr 2020
K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters Ruize Wang Duyu Tang Nan Duan Zhongyu Wei Xuanjing Huang Jianshu Ji Guihong Cao Daxin Jiang Ming Zhou KELM 48 545 0 05 Feb 2020
Reading the Manual: Event Extraction as Definition Comprehension Yunmo Chen Tongfei Chen Seth Ebner Aaron Steven White Benjamin Van Durme 30 63 0 03 Dec 2019
Blockwise Self-Attention for Long Document Understanding J. Qiu Hao Ma Omer Levy Scott Yih Sinong Wang Jie Tang 14 252 0 07 Nov 2019
Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection Shumin Deng Ningyu Zhang Jiaojian Kang Yichi Zhang Wei Zhang Huajun Chen 31 131 0 25 Oct 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 211 244 0 16 Oct 2019
OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction Xu Han Tianyu Gao Yuan Yao Deming Ye Zhiyuan Liu Maosong Sun KELM VLM 27 152 0 28 Sep 2019
Biomedical relation extraction with pre-trained language representations and minimal task-specific architecture Ashok Thillaisundaram Theodosia Togia 24 17 0 26 Sep 2019
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 234 657 0 09 Sep 2019
SpanBERT: Improving Pre-training by Representing and Predicting Spans Mandar Joshi Danqi Chen Yinhan Liu Daniel S. Weld Luke Zettlemoyer Omer Levy 78 1,945 0 24 Jul 2019