Entities as Experts: Sparse Memory Access with Entity Supervision

Entities as Experts: Sparse Memory Access with Entity Supervision

15 April 2020

Thibault Févry

Livio Baldini Soares

Nicholas FitzGerald

Tom Kwiatkowski

Papers citing "Entities as Experts: Sparse Memory Access with Entity Supervision"

13 / 13 papers shown

Title
QAEncoder: Towards Aligned Representation Learning in Question Answering System Zhengren Wang Qinhan Yu Shida Wei Zhiyu Li Feiyu Xiong Xiaoxing Wang Pengnian Qi Hao Liang Wentao Zhang RALM 87 1 0 30 Sep 2024
How Much Knowledge Can You Pack Into the Parameters of a Language Model? Adam Roberts Colin Raffel Noam M. Shazeer KELM 56 877 0 10 Feb 2020
REALM: Retrieval-Augmented Language Model Pre-Training Kelvin Guu Kenton Lee Zora Tung Panupong Pasupat Ming-Wei Chang RALM 84 2,050 0 10 Feb 2020
Learning Cross-Context Entity Representations from Text Jeffrey Ling Nicholas FitzGerald Zifei Shan Livio Baldini Soares Thibault Févry David J. Weiss Tom Kwiatkowski 29 32 0 11 Jan 2020
Knowledge Guided Text Retrieval and Reading for Open Domain Question Answering Sewon Min Danqi Chen Luke Zettlemoyer Hannaneh Hajishirzi RALM 55 105 0 10 Nov 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 523 2,639 0 03 Sep 2019
SpanBERT: Improving Pre-training by Representing and Predicting Spans Mandar Joshi Danqi Chen Yinhan Liu Daniel S. Weld Luke Zettlemoyer Omer Levy 113 1,953 0 24 Jul 2019
Matching the Blanks: Distributional Similarity for Relation Learning Livio Baldini Soares Nicholas FitzGerald Jeffrey Ling Tom Kwiatkowski 43 768 0 07 Jun 2019
ERNIE: Enhanced Language Representation with Informative Entities Zhengyan Zhang Xu Han Zhiyuan Liu Xin Jiang Maosong Sun Qun Liu 72 1,390 0 17 May 2019
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer RALM 168 2,576 0 09 May 2017
Deep Joint Entity Disambiguation with Local Neural Attention O. Ganea Thomas Hofmann DRL FedML 44 327 0 17 Apr 2017
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 144 8,067 0 16 Jun 2016
Memory Networks Jason Weston S. Chopra Antoine Bordes GNN KELM 122 1,702 0 15 Oct 2014