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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?"

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Title
FRIDA to the Rescue! Analyzing Synthetic Data Effectiveness in Object-Based Common Sense Reasoning for Disaster Response Mollie Shichman C. Bonial Austin Blodgett Taylor Hudson Francis Ferraro Rachel Rudinger SyDa 137 0 0 25 Feb 2025
Language Models' Factuality Depends on the Language of Inquiry Tushar Aggarwal Kumar Tanmay Ayush Agrawal Kumar Ayush Hamid Palangi Paul Pu Liang HILM KELM 124 2 0 25 Feb 2025
Fully automatic extraction of morphological traits from the Web: utopia or reality? Diego Marcos Robert van de Vlasakker Ioannis Athanasiadis P. Bonnet Hervé Goëau Alexis Joly W. Daniel Kissling César Leblanc André S. J. van Proosdij Konstantinos P. Panousis 123 3 0 24 Feb 2025
On Relation-Specific Neurons in Large Language Models Yihong Liu Runsheng Chen Lea Hirlimann Ahmad Dawar Hakimi Mingyang Wang Amir Hossein Kargaran S. Rothe François Yvon Hinrich Schütze KELM 95 0 0 24 Feb 2025
Number Representations in LLMs: A Computational Parallel to Human Perception H.V. AlquBoj Hilal AlQuabeh Velibor Bojkovic Tatsuya Hiraoka Ahmed Oumar El-Shangiti Munachiso Nwadike Kentaro Inui 72 0 0 22 Feb 2025
Minions: Cost-efficient Collaboration Between On-device and Cloud Language Models A. Narayan D. Biderman Sabri Eyuboglu Avner May Scott W. Linderman James Zou Christopher Ré 105 4 0 21 Feb 2025
Improving Consistency in Large Language Models through Chain of Guidance Harsh Raj Vipul Gupta Domenic Rosati Subhabrata Majumdar LLMAG LRM 131 5 0 21 Feb 2025
Revealing and Mitigating Over-Attention in Knowledge Editing Pinzheng Wang Zecheng Tang Keyan Zhou Junlin Li Qiaoming Zhu Hao Fei KELM 181 3 0 21 Feb 2025
A Close Look at Decomposition-based XAI-Methods for Transformer Language Models L. Arras Bruno Puri Patrick Kahardipraja Sebastian Lapuschkin Wojciech Samek 103 3 0 21 Feb 2025
Prompting a Weighting Mechanism into LLM-as-a-Judge in Two-Step: A Case Study Wenwen Xie Gray Gwizdz Dongji Feng 141 0 0 20 Feb 2025
MLaKE: Multilingual Knowledge Editing Benchmark for Large Language Models Zihao Wei Jingcheng Deng Liang Pang Hanxing Ding Huawei Shen Xueqi Cheng KELM 147 7 0 20 Feb 2025
Language Models Can Predict Their Own Behavior Dhananjay Ashok Jonathan May ReLM AI4TS LRM 130 2 0 18 Feb 2025
Abstraction Alignment: Comparing Model-Learned and Human-Encoded Conceptual Relationships Angie Boggust Hyemin Bang Hendrik Strobelt Arvindmani Satyanarayan 113 1 0 17 Feb 2025
Vendi-RAG: Adaptively Trading-Off Diversity And Quality Significantly Improves Retrieval Augmented Generation With LLMs Mohammad Reza Rezaei Adji Bousso Dieng VLM 186 2 0 16 Feb 2025
CoPEFT: Fast Adaptation Framework for Multi-Agent Collaborative Perception with Parameter-Efficient Fine-Tuning Quanmin Wei Penglin Dai Wei Li Bingyi Liu Xiao-Jun Wu 102 1 0 15 Feb 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Min Zhang LM&MA AILaw 232 177 0 28 Jan 2025
360Brew: A Decoder-only Foundation Model for Personalized Ranking and Recommendation Hamed Firooz Maziar Sanjabi Adrian Englhardt Aman Gupta Ben Levine ... Xiaoling Zhai Ya Xu Yu Wang Yun Dai Yun Dai ALM 149 4 0 27 Jan 2025
BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages Junho Myung Nayeon Lee Yi Zhou Jiho Jin Rifki Afina Putri ... Seid Muhie Yimam Mohammad Taher Pilehvar N. Ousidhoum Jose Camacho-Collados Alice Oh 183 55 0 17 Jan 2025
Hierarchical Repository-Level Code Summarization for Business Applications Using Local LLMs Nilesh Dhulshette Sapan Shah Vinay Kulkarni 64 2 0 14 Jan 2025
Large Language Models, Knowledge Graphs and Search Engines: A Crossroads for Answering Users' Questions Aidan Hogan Xin Luna Dong Denny Vrandečić Gerhard Weikum 121 5 0 12 Jan 2025
RAPGen: An Approach for Fixing Code Inefficiencies in Zero-Shot Spandan Garg Roshanak Zilouchian Moghaddam Neel Sundaresan 190 11 0 10 Jan 2025
Clinical Insights: A Comprehensive Review of Language Models in Medicine Nikita Neveditsin Pawan Lingras V. Mago LM&MA 132 5 0 08 Jan 2025
Lost-in-Distance: Impact of Contextual Proximity on LLM Performance in Graph Tasks Hamed Firooz Maziar Sanjabi Wenlong Jiang Xiaoling Zhai 146 3 0 03 Jan 2025
Ontology-grounded Automatic Knowledge Graph Construction by LLM under Wikidata schema Xiaohan Feng Xixin Wu Helen Meng 107 2 0 31 Dec 2024
M-Tuning: Prompt Tuning with Mitigated Label Bias in Open-Set Scenarios Ning Liao Xiaopeng Zhang Minglu Cao Junchi Yan VPVLM VLM 189 0 0 31 Dec 2024
A Survey on Time-Series Distance Measures John Paparrizos Haojun Li Fan Yang Kaize Wu Jens E. d'Hondt Odysseas Papapetrou AI4TS 79 0 0 31 Dec 2024
Context-Aware Deep Learning for Multi Modal Depression Detection Genevieve Lam Huang Dongyan Weisi Lin 85 0 0 26 Dec 2024
From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question Answering Nathaniel Weir Bhavana Dalvi Mishra Orion Weller Oyvind Tafjord Sam Hornstein Alexander Sabol Peter Alexander Jansen Benjamin Van Durme Peter Clark LRM KELM 427 1 0 23 Dec 2024
Joint Knowledge Editing for Information Enrichment and Probability Promotion Wenhang Shi Yiren Chen Shuqing Bian Xinyi Zhang Zhe Zhao Pengfei Hu Wei Lu Xiaoyong Du KELM 87 1 0 22 Dec 2024
A Reality Check on Context Utilisation for Retrieval-Augmented Generation Lovisa Hagström Sara Vera Marjanović Haeun Yu Arnav Arora Christina Lioma Maria Maistro Pepa Atanasova Isabelle Augenstein 260 1 0 22 Dec 2024
Formal Mathematical Reasoning: A New Frontier in AI Kaiyu Yang Gabriel Poesia Jingxuan He Wenda Li Kristin Lauter Swarat Chaudhuri Dawn Song LRM AI4CE 160 36 0 20 Dec 2024
MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design Jingyuan Qi Z. Jia Minqian Liu Wangzhi Zhan Junkai Zhang ... Muhao Chen Dawei Zhou Ling Li Wei Wang Lifu Huang AI4CE 155 3 0 20 Dec 2024
Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models Ido Cohen Daniela Gottesman Mor Geva Raja Giryes VLM 192 1 1 18 Dec 2024
UCDR-Adapter: Exploring Adaptation of Pre-Trained Vision-Language Models for Universal Cross-Domain Retrieval Haoyu Jiang Zhi-Qi Cheng Gabriel Moreira Jiawen Zhu Jingdong Sun Bukun Ren Jun-Yan He Qi Dai Xian-Sheng Hua VLM 144 0 0 14 Dec 2024
Advances in Transformers for Robotic Applications: A Review Nikunj Sanghai Nik Bear Brown AI4CE 148 0 0 13 Dec 2024
Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy, Research, and Practice A. Feder Cooper Christopher A. Choquette-Choo Miranda Bogen Matthew Jagielski Katja Filippova ... Abigail Z. Jacobs Andreas Terzis Hanna M. Wallach Nicolas Papernot Katherine Lee AILaw MU 184 20 0 09 Dec 2024
I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token Roi Cohen Konstantin Dobler Eden Biran Gerard de Melo 202 9 0 09 Dec 2024
FathomGPT: A Natural Language Interface for Interactively Exploring Ocean Science Data Nabin Khanal Chun Meng Yu Jui-Cheng Chiu Anav Chaudhary Ziyue Zhang K. Katija A. Forbes AI4CE 118 4 0 03 Dec 2024
One Mind, Many Tongues: A Deep Dive into Language-Agnostic Knowledge Neurons in Large Language Models Pengfei Cao Yuheng Chen Zhuoran Jin Yubo Chen Kang Liu Jun Zhao KELM 122 0 0 26 Nov 2024
Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Alexander Fichtl Juraj Vladika Georg Groh KELM 138 1 0 25 Nov 2024
What can LLM tell us about cities? Zhuoheng Li Yaochen Wang Zhixue Song Yuqi Huang Rui Bao Guanjie Zheng Z. Li 118 4 0 25 Nov 2024
Do Large Language Models Perform Latent Multi-Hop Reasoning without Exploiting Shortcuts? Sohee Yang Nora Kassner E. Gribovskaya Sebastian Riedel Mor Geva LRM KELM ReLM 188 9 0 25 Nov 2024
Neon: News Entity-Interaction Extraction for Enhanced Question Answering Sneha Singhania Silviu Cucerzan Allen Herring S. Jauhar KELM 139 0 0 19 Nov 2024
Information Anxiety in Large Language Models Prasoon Bajpai Sarah Masud Tanmoy Chakraborty 71 0 0 16 Nov 2024
AllRestorer: All-in-One Transformer for Image Restoration under Composite Degradations J. Mao Yue Yang Xuesong Yin Ling Shao Hao Tang 81 1 0 16 Nov 2024
On the Privacy Risk of In-context Learning Haonan Duan Adam Dziedzic Mohammad Yaghini Nicolas Papernot Franziska Boenisch SILM PILM 134 42 0 15 Nov 2024
PTR: Precision-Driven Tool Recommendation for Large Language Models Hang Gao Yongfeng Zhang KELM 78 0 0 14 Nov 2024
A Practical Guide to Fine-tuning Language Models with Limited Data Márton Szép Daniel Rueckert Rüdiger von Eisenhart-Rothe Florian Hinterwimmer SyDa ALM 130 2 0 14 Nov 2024
Unstructured Text Enhanced Open-domain Dialogue System: A Systematic Survey Longxuan Ma Mingda Li Weinan Zhang Jiapeng Li Ting Liu 128 17 0 14 Nov 2024
Continual Memorization of Factoids in Language Models Howard Chen Jiayi Geng Adithya Bhaskar Dan Friedman Danqi Chen KELM 132 1 0 11 Nov 2024