KGQuiz: Evaluating the Generalization of Encoded Knowledge in Large
Language Models

KGQuiz: Evaluating the Generalization of Encoded Knowledge in Large Language Models

15 October 2023

Vidhisha Balachandran

Tianxing He

Papers citing "KGQuiz: Evaluating the Generalization of Encoded Knowledge in Large Language Models"

17 / 17 papers shown

Title
FELM: Benchmarking Factuality Evaluation of Large Language Models Shiqi Chen Yiran Zhao Jinghan Zhang Ethan Chern Siyang Gao Pengfei Liu Junxian He HILM 62 36 0 01 Oct 2023
Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs? Kai Sun Yongjun Xu Hanwen Zha Yue Liu Xinhsuai Dong AI4MH 66 139 0 20 Aug 2023
Similarity-weighted Construction of Contextualized Commonsense Knowledge Graphs for Knowledge-intense Argumentation Tasks Moritz Plenz Juri Opitz Philipp Heinisch Philipp Cimiano Anette Frank 61 9 0 15 May 2023
Evaluating Open-Domain Question Answering in the Era of Large Language Models Ehsan Kamalloo Nouha Dziri C. Clarke Davood Rafiei ELM 54 105 0 11 May 2023
Enhancing Knowledge Graph Construction Using Large Language Models Milena Trajanoska Riste Stojanov D. Trajanov 58 54 0 08 May 2023
REPLUG: Retrieval-Augmented Black-Box Language Models Weijia Shi Sewon Min Michihiro Yasunaga Minjoon Seo Rich James M. Lewis Luke Zettlemoyer Wen-tau Yih RALM VLM KELM 118 611 0 30 Jan 2023
Reason first, then respond: Modular Generation for Knowledge-infused Dialogue Leonard Adolphs Kurt Shuster Jack Urbanek Arthur Szlam Jason Weston KELM LRM 226 41 0 09 Nov 2021
Generated Knowledge Prompting for Commonsense Reasoning Jiacheng Liu Alisa Liu Ximing Lu Sean Welleck Peter West Ronan Le Bras Yejin Choi Hannaneh Hajishirzi KELM RALM ReLM LLMAG LRM 101 319 0 15 Oct 2021
Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models Zaiqiao Meng Fangyu Liu Ehsan Shareghi Yixuan Su Charlotte Collins Nigel Collier 55 28 0 15 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 73 271 0 29 Jun 2021
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering Michihiro Yasunaga Hongyu Ren Antoine Bosselut Percy Liang J. Leskovec RALM LMTD AI4MH LRM 52 584 0 13 Apr 2021
GLM: General Language Model Pretraining with Autoregressive Blank Infilling Zhengxiao Du Yujie Qian Xiao Liu Ming Ding J. Qiu Zhilin Yang Jie Tang BDL AI4CE 100 1,520 0 18 Mar 2021
REALM: Retrieval-Augmented Language Model Pre-Training Kelvin Guu Kenton Lee Zora Tung Panupong Pasupat Ming-Wei Chang RALM 96 2,050 0 10 Feb 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 545 2,639 0 03 Sep 2019
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions Christopher Clark Kenton Lee Ming-Wei Chang Tom Kwiatkowski Michael Collins Kristina Toutanova 191 1,475 0 24 May 2019
A Survey on Deep Learning for Named Entity Recognition Junlin Li Aixin Sun Jianglei Han Chenliang Li 3DV 70 1,160 0 22 Dec 2018
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer RALM 183 2,610 0 09 May 2017