Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models

25 October 2023

Papers citing "Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models"

23 / 23 papers shown

Title
Resolving UnderEdit & OverEdit with Iterative & Neighbor-Assisted Model Editing Bhiman Kumar Baghel Scott M. Jordan Zheyuan Ryan Shi Xiang Lorraine Li KELM 50 0 0 14 Mar 2025
Enhancing Fact Retrieval in PLMs through Truthfulness Paul Youssef Jorg Schlotterer C. Seifert KELM HILM 20 0 0 17 Oct 2024
Understanding Knowledge Drift in LLMs through Misinformation Alina Fastowski Gjergji Kasneci KELM 28 2 0 11 Sep 2024
How Well Do LLMs Identify Cultural Unity in Diversity? Jialin Li Junli Wang Junjie Hu Ming Jiang 32 4 0 09 Aug 2024
Beyond Individual Facts: Investigating Categorical Knowledge Locality of Taxonomy and Meronomy Concepts in GPT Models Christopher Burger Yifan Hu Thai Le KELM 29 0 0 22 Jun 2024
Large Scale Knowledge Washing Yu-Xiang Wang Ruihan Wu Zexue He X. Chen Julian McAuley MU KELM 46 4 0 26 May 2024
On Large Language Models' Hallucination with Regard to Known Facts Che Jiang Biqing Qi Xiangyu Hong Dayuan Fu Yang Cheng Fandong Meng Mo Yu Bowen Zhou Jie Zhou HILM LRM 31 17 0 29 Mar 2024
Monotonic Representation of Numeric Properties in Language Models Benjamin Heinzerling Kentaro Inui KELM MILM 38 9 0 15 Mar 2024
Beyond Memorization: The Challenge of Random Memory Access in Language Models Tongyao Zhu Qian Liu Liang Pang Zhengbao Jiang Min-Yen Kan Min-Bin Lin KELM 18 6 0 12 Mar 2024
The Queen of England is not England's Queen: On the Lack of Factual Coherency in PLMs Paul Youssef Jorg Schlotterer Christin Seifert KELM 13 0 0 02 Feb 2024
Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models Asma Ghandeharioun Avi Caciularu Adam Pearce Lucas Dixon Mor Geva 16 86 0 11 Jan 2024
A Comprehensive Study of Knowledge Editing for Large Language Models Ningyu Zhang Yunzhi Yao Bo Tian Peng Wang Shumin Deng ... Lei Liang Zhiqiang Zhang Xiao-Jun Zhu Jun Zhou Huajun Chen KELM 26 76 0 02 Jan 2024
Salient Span Masking for Temporal Understanding Jeremy R. Cole Aditi Chaudhary Bhuwan Dhingra Partha P. Talukdar 27 11 0 22 Mar 2023
EntityCS: Improving Zero-Shot Cross-lingual Transfer with Entity-Centric Code Switching Chenxi Whitehouse Fenia Christopoulou Ignacio Iacobacci 23 9 0 22 Oct 2022
Meta-learning via Language Model In-context Tuning Yanda Chen Ruiqi Zhong Sheng Zha George Karypis He He 213 155 0 15 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
Sorting through the noise: Testing robustness of information processing in pre-trained language models Lalchand Pandia Allyson Ettinger 34 37 0 25 Sep 2021
Do Language Models Know the Way to Rome? Bastien Liétard Mostafa Abdou Anders Søgaard 46 15 0 16 Sep 2021
Can Language Models be Biomedical Knowledge Bases? Mujeen Sung Jinhyuk Lee Sean S. Yi Minji Jeon Sungdong Kim Jaewoo Kang AI4MH 110 105 0 15 Sep 2021
Entity-Based Knowledge Conflicts in Question Answering Shayne Longpre Kartik Perisetla Anthony Chen Nikhil Ramesh Chris DuBois Sameer Singh HILM 235 236 0 10 Sep 2021
Measuring and Improving Consistency in Pretrained Language Models Yanai Elazar Nora Kassner Shauli Ravfogel Abhilasha Ravichander Eduard H. Hovy Hinrich Schütze Yoav Goldberg HILM 258 343 0 01 Feb 2021
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 396 2,576 0 03 Sep 2019
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 29,632 0 16 Jan 2013