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Language Models as Knowledge Bases?

3 September 2019

Patrick Lewis

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Papers citing "Language Models as Knowledge Bases?"

50 / 1,722 papers shown

Title
Automated Theorem Provers Help Improve Large Language Model Reasoning Lachlan McGinness Peter Baumgartner LRM 74 5 0 07 Aug 2024
StructEval: Deepen and Broaden Large Language Model Assessment via Structured Evaluation Boxi Cao Mengjie Ren Hongyu Lin Xianpei Han Feng Zhang Junfeng Zhan Le Sun ELM 78 3 0 06 Aug 2024
Unveiling Factual Recall Behaviors of Large Language Models through Knowledge Neurons Yifei Wang Yuheng Chen Wanting Wen Yu Sheng Linjing Li D. Zeng KELM 103 9 0 06 Aug 2024
Reconsidering Token Embeddings with the Definitions for Pre-trained Language Models Ying Zhang Zhuoran Liu Manabu Okumura 78 0 0 02 Aug 2024
Data Contamination Report from the 2024 CONDA Shared Task Oscar Sainz Iker García-Ferrero Alon Jacovi Jonas Hanselle Yanai Elazar ... Yu-Min Tseng Vishaal Udandarao Zengzhi Wang Ruijie Xu Jinglin Yang 121 6 0 31 Jul 2024
Do LLMs Really Adapt to Domains? An Ontology Learning Perspective Huu Tan Mai Cuong Xuan Chu Heiko Paulheim 85 8 0 29 Jul 2024
Understanding Memorisation in LLMs: Dynamics, Influencing Factors, and Implications Till Speicher Mohammad Aflah Khan Qinyuan Wu Vedant Nanda Soumi Das Bishwamittra Ghosh Krishna P. Gummadi Evimaria Terzi 111 3 0 27 Jul 2024
Learn while Unlearn: An Iterative Unlearning Framework for Generative Language Models Haoyu Tang Ye Liu Xukai Liu Xukai Liu Yanghai Zhang Kai Zhang Xiaofang Zhou Enhong Chen MU 160 3 0 25 Jul 2024
Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning Yeongbin Seo Dongha Lee Jinyoung Yeo CLL KELM 163 2 0 24 Jul 2024
Semantic Change Characterization with LLMs using Rhetorics Jader Martins Camboim de Sá Marcos Da Silveira C. Pruski 80 3 0 23 Jul 2024
Knowledge Mechanisms in Large Language Models: A Survey and Perspective Meng Wang Yunzhi Yao Ziwen Xu Shuofei Qiao Shumin Deng ... Yong Jiang Pengjun Xie Fei Huang Huajun Chen Ningyu Zhang 145 39 0 22 Jul 2024
Golden-Retriever: High-Fidelity Agentic Retrieval Augmented Generation for Industrial Knowledge Base Zhiyu An Xianzhong Ding Yen-Chun Fu Cheng-Chung Chu Yan Li Wan Du RALM 71 6 0 20 Jul 2024
Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation Joy Mahapatra Utpal Garain 96 10 0 19 Jul 2024
Retrieval-Augmented Generation for Natural Language Processing: A Survey Shangyu Wu Ying Xiong Yufei Cui Haolun Wu Can Chen ... Lianming Huang Xue Liu Tei-Wei Kuo Nan Guan Chun Jason Xue 3DV RALM 147 39 0 18 Jul 2024
Establishing Knowledge Preference in Language Models Sizhe Zhou Sha Li Yu Meng Yizhu Jiao Heng Ji Jiawei Han KELM 135 0 0 17 Jul 2024
Revolutionizing Bridge Operation and maintenance with LLM-based Agents: An Overview of Applications and Insights Xinyu-Chen Lianzhen-Zhang LLMAG AI4CE 110 4 0 14 Jul 2024
A Survey on Symbolic Knowledge Distillation of Large Language Models Kamal Acharya Alvaro Velasquez Haoze Song SyDa 78 7 0 12 Jul 2024
Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification Ke Ji Peng Wang Wenjun Ke Guozheng Li Jiajun Liu Jingsheng Gao Ziyu Shang BDL 88 2 0 12 Jul 2024
Lynx: An Open Source Hallucination Evaluation Model Selvan Sunitha Ravi B. Mielczarek Anand Kannappan Douwe Kiela Rebecca Qian VLM RALM HILM 124 20 0 11 Jul 2024
CiteME: Can Language Models Accurately Cite Scientific Claims? Ori Press Andreas Hochlehnert Ameya Prabhu Vishaal Udandarao Ofir Press Matthias Bethge 116 14 0 10 Jul 2024
Hallucination Detection: Robustly Discerning Reliable Answers in Large Language Models Yuyan Chen Qiang Fu Yichen Yuan Zhihao Wen Ge Fan Dayiheng Liu Dongmei Zhang Zhixu Li Yanghua Xiao HILM 78 77 0 04 Jul 2024
Do Generalised Classifiers really work on Human Drawn Sketches? Hmrishav Bandyopadhyay Pinaki Nath Chowdhury Aneeshan Sain Subhadeep Koley Tao Xiang A. Bhunia Yi-Zhe Song VLM 83 2 0 04 Jul 2024
Functional Faithfulness in the Wild: Circuit Discovery with Differentiable Computation Graph Pruning Lei Yu Jingcheng Niu Zining Zhu Gerald Penn 84 7 0 04 Jul 2024
Zero-shot Persuasive Chatbots with LLM-Generated Strategies and Information Retrieval Kazuaki Furumai Roberto Legaspi Julio Vizcarra Yudai Yamazaki Yasutaka Nishimura Sina J. Semnani Kazushi Ikeda Weiyan Shi Monica S. Lam 96 10 0 04 Jul 2024
Uplifting Lower-Income Data: Strategies for Socioeconomic Perspective Shifts in Vision-Language Models Joan Nwatu Oana Ignat Rada Mihalcea 75 0 0 02 Jul 2024
Why Does New Knowledge Create Messy Ripple Effects in LLMs? Jiaxin Qin Zixuan Zhang Chi Han Manling Li Pengfei Yu Heng Ji KELM 95 12 0 02 Jul 2024
Survey on Knowledge Distillation for Large Language Models: Methods, Evaluation, and Application Chuanpeng Yang Wang Lu Yao Zhu Yidong Wang Qian Chen Chenlong Gao Bingjie Yan Yiqiang Chen ALM KELM 106 32 0 02 Jul 2024
A Practical Review of Mechanistic Interpretability for Transformer-Based Language Models Daking Rai Yilun Zhou Shi Feng Abulhair Saparov Ziyu Yao 194 33 0 02 Jul 2024
A Study of Nationality Bias in Names and Perplexity using Off-the-Shelf Affect-related Tweet Classifiers Valentin Barriere Sebastian Cifuentes 61 0 0 01 Jul 2024
Evaluating Knowledge-based Cross-lingual Inconsistency in Large Language Models Xiaolin Xing Zhiwei He Haoyu Xu Xing Wang Rui Wang Yu Hong ELM 91 1 0 01 Jul 2024
Detection and Measurement of Syntactic Templates in Generated Text Chantal Shaib Yanai Elazar Junyi Jessy Li Byron C. Wallace 94 20 0 28 Jun 2024
LEMoE: Advanced Mixture of Experts Adaptor for Lifelong Model Editing of Large Language Models Renzhi Wang Piji Li KELM CLL 103 10 0 28 Jun 2024
Fundamental Problems With Model Editing: How Should Rational Belief Revision Work in LLMs? Peter Hase Thomas Hofweber Xiang Zhou Elias Stengel-Eskin Joey Tianyi Zhou KELM LRM 101 17 0 27 Jun 2024
Does ChatGPT Have a Mind? Simon Goldstein B. Levinstein AI4MH LRM 74 7 0 27 Jun 2024
Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation Guanting Dong Yutao Zhu Chenghao Zhang Zechen Wang Zhicheng Dou Ji-Rong Wen RALM 110 13 0 26 Jun 2024
Enhancing Data Privacy in Large Language Models through Private Association Editing Davide Venditti Elena Sofia Ruzzetti Giancarlo A. Xompero Cristina Giannone Andrea Favalli Raniero Romagnoli Fabio Massimo Zanzotto KELM 74 3 0 26 Jun 2024
Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints Ran Song Shizhu He Shengxiang Gao Li Cai Kang Liu Zhengtao Yu Jun Zhao LRM 78 5 0 26 Jun 2024
It Is Not About What You Say, It Is About How You Say It: A Surprisingly Simple Approach for Improving Reading Comprehension Sagi Shaier Lawrence E Hunter Katharina von der Wense 106 4 0 24 Jun 2024
KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning Dongyang Li Taolin Zhang Longtao Huang Chengyu Wang Xiaofeng He Hui Xue KELM OffRL 67 0 0 24 Jun 2024
Beyond Individual Facts: Investigating Categorical Knowledge Locality of Taxonomy and Meronomy Concepts in GPT Models Christopher Burger Yifan Hu Thai Le KELM 84 0 0 22 Jun 2024
Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs Jannik Kossen Jiatong Han Muhammed Razzak Lisa Schut Shreshth A. Malik Yarin Gal HILM 117 54 0 22 Jun 2024
LLM-Powered Explanations: Unraveling Recommendations Through Subgraph Reasoning Guangsi Shi Xiaofeng Deng Linhao Luo Lijuan Xia Lei Bao Bei Ye Fei Du Shirui Pan Yuxiao Li 97 9 0 22 Jun 2024
Teaching LLMs to Abstain across Languages via Multilingual Feedback Shangbin Feng Weijia Shi Yike Wang Wenxuan Ding Orevaoghene Ahia Shuyue Stella Li Vidhisha Balachandran Sunayana Sitaram Yulia Tsvetkov 161 8 0 22 Jun 2024
Understanding Finetuning for Factual Knowledge Extraction Gaurav R. Ghosal Tatsunori Hashimoto Aditi Raghunathan 85 18 0 20 Jun 2024
CEBench: A Benchmarking Toolkit for the Cost-Effectiveness of LLM Pipelines Wenbo Sun Jiaqi Wang Qiming Guo Ziyu Li Wenlu Wang Rihan Hai 68 10 0 20 Jun 2024
An Analysis of Multilingual FActScore Kim Trong Vu Michael Krumdick Varshini Reddy Franck Dernoncourt Viet Dac Lai HILM 158 1 0 20 Jun 2024
Knowledge Graph-Enhanced Large Language Models via Path Selection Haochen Liu Song Wang Yaochen Zhu Yushun Dong Jundong Li KELM 77 24 0 19 Jun 2024
Factual Confidence of LLMs: on Reliability and Robustness of Current Estimators Matéo Mahaut Laura Aina Paula Czarnowska Momchil Hardalov Thomas Müller Lluís Marquez HILM 99 24 0 19 Jun 2024
Estimating Knowledge in Large Language Models Without Generating a Single Token Daniela Gottesman Mor Geva 100 14 0 18 Jun 2024
Cross-Lingual Unlearning of Selective Knowledge in Multilingual Language Models Minseok Choi Kyunghyun Min Jaegul Choo MU AAML 90 2 0 18 Jun 2024