Rethinking Language Models as Symbolic Knowledge Graphs

Rethinking Language Models as Symbolic Knowledge Graphs

25 August 2023

Vishwas Mruthyunjaya

Pouya Pezeshkpour

Estevam R. Hruschka

Papers citing "Rethinking Language Models as Symbolic Knowledge Graphs"

13 / 13 papers shown

Title
Understanding the Logical Capabilities of Large Language Models via Out-of-Context Representation Learning Jonathan Shaki Emanuele La Malfa Michael Wooldridge Sarit Kraus LRM ReLM 64 0 0 13 Mar 2025
Improving Physics Reasoning in Large Language Models Using Mixture of Refinement Agents Raj Jaiswal Dhruv Jain Harsh Parimal Popat Avinash Anand Abhishek Dharmadhikari Atharva Marathe R. Shah LRM AI4CE 90 3 0 01 Dec 2024
Can Large Language Models Understand DL-Lite Ontologies? An Empirical Study Keyu Wang Guilin Qi Jiaqi Li Songlin Zhai 18 1 0 25 Jun 2024
Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey Garima Agrawal Tharindu Kumarage Zeyad Alghami Huanmin Liu 37 81 0 14 Nov 2023
KGQuiz: Evaluating the Generalization of Encoded Knowledge in Large Language Models Yuyang Bai Shangbin Feng Vidhisha Balachandran Zhaoxuan Tan Shiqi Lou Tianxing He Yulia Tsvetkov ELM 40 2 0 15 Oct 2023
Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models Wenxuan Ding Shangbin Feng Yuhan Liu Zhaoxuan Tan Vidhisha Balachandran Tianxing He Yulia Tsvetkov LRM 33 2 0 02 Oct 2023
Resolving Knowledge Conflicts in Large Language Models Yike Wang Shangbin Feng Heng Wang Weijia Shi Vidhisha Balachandran Tianxing He Yulia Tsvetkov 48 12 0 02 Oct 2023
Crawling the Internal Knowledge-Base of Language Models Roi Cohen Mor Geva Jonathan Berant Amir Globerson 177 76 0 30 Jan 2023
Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned Deep Ganguli Liane Lovitt John Kernion Amanda Askell Yuntao Bai ... Nicholas Joseph Sam McCandlish C. Olah Jared Kaplan Jack Clark 225 444 0 23 Aug 2022
BertNet: Harvesting Knowledge Graphs with Arbitrary Relations from Pretrained Language Models Shibo Hao Bowen Tan Kaiwen Tang Bin Ni Xiyan Shao Hengzhe Zhang Eric P. Xing Zhiting Hu 29 26 0 28 Jun 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,915 0 04 Mar 2022
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,844 0 18 Apr 2021
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 415 2,586 0 03 Sep 2019