Do PLMs Know and Understand Ontological Knowledge?

Do PLMs Know and Understand Ontological Knowledge?

12 September 2023

Papers citing "Do PLMs Know and Understand Ontological Knowledge?"

10 / 10 papers shown

Title
Towards Robust Knowledge Representations in Multilingual LLMs for Equivalence and Inheritance based Consistent Reasoning Gaurav Arora Srujana Merugu Shreya Jain Vaibhav Saxena LRM 32 0 0 18 Oct 2024
Editing Conceptual Knowledge for Large Language Models Xiaohan Wang Shengyu Mao Ningyu Zhang Shumin Deng Yunzhi Yao Yue Shen Lei Liang Jinjie Gu Huajun Chen KELM 34 13 0 10 Mar 2024
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs Simone Balloccu Patrícia Schmidtová Mateusz Lango Ondrej Dusek SILM ELM PILM 21 156 0 06 Feb 2024
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Yue Zhang Yafu Li Leyang Cui Deng Cai Lemao Liu ... Longyue Wang A. Luu Wei Bi Freda Shi Shuming Shi RALM LRM HILM 46 520 0 03 Sep 2023
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 314 3,248 0 21 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 389 8,495 0 28 Jan 2022
Putting Words in BERT's Mouth: Navigating Contextualized Vector Spaces with Pseudowords Taelin Karidi Yichu Zhou Nathan Schneider Omri Abend Vivek Srikumar 86 13 0 23 Sep 2021
Probing Linguistic Systematicity Emily Goodwin Koustuv Sinha Timothy J. O'Donnell 96 58 0 08 May 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,589 0 21 Jan 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 417 2,588 0 03 Sep 2019