Unsupervised Relation Extraction from Language Models using Constrained Cloze Completion

14 October 2020

Papers citing "Unsupervised Relation Extraction from Language Models using Constrained Cloze Completion"

24 / 24 papers shown

Title
How Context Affects Language Models' Factual Predictions Fabio Petroni Patrick Lewis Aleksandra Piktus Tim Rocktaschel Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM 51 239 0 10 May 2020
CTRL: A Conditional Transformer Language Model for Controllable Generation N. Keskar Bryan McCann Lav Varshney Caiming Xiong R. Socher AI4CE 121 1,239 0 11 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 571 2,664 0 03 Sep 2019
Simple Unsupervised Summarization by Contextual Matching Jiawei Zhou Alexander M. Rush 41 32 0 31 Jul 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 633 24,431 0 26 Jul 2019
Barack's Wife Hillary: Using Knowledge-Graphs for Fact-Aware Language Modeling IV RobertL.Logan Nelson F. Liu Matthew E. Peters Matt Gardner Sameer Singh RALM 57 188 0 17 Jun 2019
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction Antoine Bosselut Hannah Rashkin Maarten Sap Chaitanya Malaviya Asli Celikyilmaz Yejin Choi 82 910 0 12 Jun 2019
Unsupervised Question Answering by Cloze Translation Patrick Lewis Ludovic Denoyer Sebastian Riedel 44 139 0 12 Jun 2019
Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader Wenhan Xiong Mo Yu Shiyu Chang Xiaoxiao Guo William Yang Wang RALM 45 114 0 17 May 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
fairseq: A Fast, Extensible Toolkit for Sequence Modeling Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli VLM FaML 105 3,149 0 01 Apr 2019
Building Dynamic Knowledge Graphs from Text using Machine Reading Comprehension Rajarshi Das Tsendsuren Munkhdalai Xingdi Yuan Adam Trischler Andrew McCallum 63 79 0 12 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
Know What You Don't Know: Unanswerable Questions for SQuAD Pranav Rajpurkar Robin Jia Percy Liang RALM ELM 273 2,840 0 11 Jun 2018
Simple and Effective Semi-Supervised Question Answering Bhuwan Dhingra Danish Pruthi Dheeraj Rajagopal 53 66 0 02 Apr 2018
Zero-Shot Relation Extraction via Reading Comprehension Omer Levy Minjoon Seo Eunsol Choi Luke Zettlemoyer ReLM 68 693 0 13 Jun 2017
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 293 4,019 0 14 Apr 2017
Reading Wikipedia to Answer Open-Domain Questions Danqi Chen Adam Fisch Jason Weston Antoine Bordes RALM 112 2,014 0 31 Mar 2017
Bidirectional Attention Flow for Machine Comprehension Minjoon Seo Aniruddha Kembhavi Ali Farhadi Hannaneh Hajishirzi 131 2,090 0 05 Nov 2016
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 229 9,966 0 15 Jul 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 280 8,127 0 16 Jun 2016
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 215 7,735 0 31 Aug 2015
Incremental Knowledge Base Construction Using DeepDive Jaeho Shin Sen Wu Feiran Wang Christopher De Sa Ce Zhang Christopher Ré CLL HAI 131 290 0 03 Feb 2015
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 674 31,489 0 16 Jan 2013