Editing Factual Knowledge in Language Models

Editing Factual Knowledge in Language Models

16 April 2021

Papers citing "Editing Factual Knowledge in Language Models"

17 / 367 papers shown

Title
A Review on Language Models as Knowledge Bases Badr AlKhamissi Millicent Li Asli Celikyilmaz Mona T. Diab Marjan Ghazvininejad KELM 22 173 0 12 Apr 2022
Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion Kurt Shuster M. Komeili Leonard Adolphs Stephen Roller Arthur Szlam Jason Weston KELM 29 120 0 24 Mar 2022
Retrieval Augmented Classification for Long-Tail Visual Recognition Alex Long Wei Yin Thalaiyasingam Ajanthan Vu-Linh Nguyen Pulak Purkait Ravi Garg Alan Blair Chunhua Shen A. Hengel 11 107 0 22 Feb 2022
Locating and Editing Factual Associations in GPT Kevin Meng David Bau A. Andonian Yonatan Belinkov KELM 30 1,182 0 10 Feb 2022
Memory-assisted prompt editing to improve GPT-3 after deployment Aman Madaan Niket Tandon Peter Clark Yiming Yang KELM 14 0 0 16 Jan 2022
Does Pre-training Induce Systematic Inference? How Masked Language Models Acquire Commonsense Knowledge Ian Porada Alessandro Sordoni Jackie C.K. Cheung 19 5 0 16 Dec 2021
Editing a classifier by rewriting its prediction rules Shibani Santurkar Dimitris Tsipras Mahalaxmi Elango David Bau Antonio Torralba A. Madry KELM 175 89 0 02 Dec 2021
Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs Peter Hase Mona T. Diab Asli Celikyilmaz Xian Li Zornitsa Kozareva Veselin Stoyanov Mohit Bansal Srini Iyer KELM LRM 17 79 0 26 Nov 2021
Fast Model Editing at Scale E. Mitchell Charles Lin Antoine Bosselut Chelsea Finn Christopher D. Manning KELM 219 341 0 21 Oct 2021
Language Models As or For Knowledge Bases Simon Razniewski Andrew Yates Nora Kassner G. Weikum KELM 17 1 0 10 Oct 2021
Towards Continual Knowledge Learning of Language Models Joel Jang Seonghyeon Ye Sohee Yang Joongbo Shin Janghoon Han Gyeonghun Kim Stanley Jungkyu Choi Minjoon Seo CLL KELM 222 150 0 07 Oct 2021
MoEfication: Transformer Feed-forward Layers are Mixtures of Experts Zhengyan Zhang Yankai Lin Zhiyuan Liu Peng Li Maosong Sun Jie Zhou MoE 10 115 0 05 Oct 2021
Time-Aware Language Models as Temporal Knowledge Bases Bhuwan Dhingra Jeremy R. Cole Julian Martin Eisenschlos D. Gillick Jacob Eisenstein William W. Cohen KELM 11 264 0 29 Jun 2021
Mind the Gap: Assessing Temporal Generalization in Neural Language Models Angeliki Lazaridou A. Kuncoro E. Gribovskaya Devang Agrawal Adam Liska ... Sebastian Ruder Dani Yogatama Kris Cao Susannah Young Phil Blunsom VLM 22 207 0 03 Feb 2021
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives Elena Voita Rico Sennrich Ivan Titov 188 181 0 03 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 406 2,584 0 03 Sep 2019
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 243 11,659 0 09 Mar 2017