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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
Controllable Context Sensitivity and the Knob Behind It Julian Minder Kevin Du Niklas Stoehr Giovanni Monea Chris Wendler Robert West Ryan Cotterell KELM 154 6 0 11 Nov 2024
Gradient Localization Improves Lifelong Pretraining of Language Models Jared Fernandez Yonatan Bisk Emma Strubell KELM 99 2 0 07 Nov 2024
Enabling LLM Knowledge Analysis via Extensive Materialization Yujia Hu Tuan-Phong Nguyen Shrestha Ghosh Simon Razniewski KELM 65 0 0 07 Nov 2024
Lexicalization Is All You Need: Examining the Impact of Lexical Knowledge in a Compositional QALD System David Maria Schmidt Mohammad Fazleh Elahi Philipp Cimiano 96 0 0 06 Nov 2024
GraphVL: Graph-Enhanced Semantic Modeling via Vision-Language Models for Generalized Class Discovery Bhupendra S. Solanki Ashwin Nair Mainak Singha Souradeep Mukhopadhyay Ankit Jha Biplab Banerjee VLM 143 1 0 04 Nov 2024
PRIMO: Progressive Induction for Multi-hop Open Rule Generation Jianyu Liu Sheng Bi Guilin Qi 62 0 0 02 Nov 2024
Latent Paraphrasing: Perturbation on Layers Improves Knowledge Injection in Language Models Minki Kang Sung Ju Hwang Gibbeum Lee Jaewoong Cho KELM 97 0 0 01 Nov 2024
Human-inspired Perspectives: A Survey on AI Long-term Memory Zihong He Weizhe Lin Hao Zheng Fan Zhang Matt Jones Laurence Aitchison X. Xu Miao Liu Per Ola Kristensson Junxiao Shen 250 3 0 01 Nov 2024
Failure Modes of LLMs for Causal Reasoning on Narratives Khurram Yamin Shantanu Gupta Gaurav R. Ghosal Zachary Chase Lipton Bryan Wilder LRM 110 3 0 31 Oct 2024
HijackRAG: Hijacking Attacks against Retrieval-Augmented Large Language Models Yucheng Zhang Qinfeng Li Tianyu Du Xuhong Zhang Xinkui Zhao Zhengwen Feng Yuxiang Cai AAML SILM 100 6 0 30 Oct 2024
A Novel Psychometrics-Based Approach to Developing Professional Competency Benchmark for Large Language Models Elena Kardanova Alina Ivanova Ksenia Tarasova Taras Pashchenko Aleksei Tikhoniuk Elen Yusupova Anatoly Kasprzhak Yaroslav Kuzminov Ekaterina Kruchinskaia Irina Brun 132 1 0 29 Oct 2024
Distinguishing Ignorance from Error in LLM Hallucinations Adi Simhi Jonathan Herzig Idan Szpektor Yonatan Belinkov HILM 97 4 0 29 Oct 2024
MultiTok: Variable-Length Tokenization for Efficient LLMs Adapted from LZW Compression Noel Elias H. Esfahanizadeh Kaan Kale S. Vishwanath Muriel Médard 114 0 0 28 Oct 2024
Mixture of Parrots: Experts improve memorization more than reasoning Samy Jelassi Clara Mohri David Brandfonbrener Alex Gu Nikhil Vyas Nikhil Anand David Alvarez-Melis Yuanzhi Li Sham Kakade Eran Malach MoE 120 5 0 24 Oct 2024
Scalable Influence and Fact Tracing for Large Language Model Pretraining Tyler A. Chang Dheeraj Rajagopal Tolga Bolukbasi Lucas Dixon Ian Tenney TDI 96 5 0 22 Oct 2024
All Entities are Not Created Equal: Examining the Long Tail for Ultra-Fine Entity Typing Advait Deshmukh Ashwin Umadi Dananjay Srinivas Maria Leonor Pacheco 60 0 0 22 Oct 2024
NetSafe: Exploring the Topological Safety of Multi-agent Networks Miao Yu Shilong Wang Guibin Zhang Junyuan Mao Chenlong Yin Qijiong Liu Qingsong Wen Kun Wang Yang Wang 87 12 0 21 Oct 2024
Analysing the Residual Stream of Language Models Under Knowledge Conflicts Yu Zhao Xiaotang Du Giwon Hong Aryo Pradipta Gema Alessio Devoto Hongru Wang Xuanli He Kam-Fai Wong Pasquale Minervini KELM 183 1 0 21 Oct 2024
Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering Yu Zhao Alessio Devoto Giwon Hong Xiaotang Du Aryo Pradipta Gema Hongru Wang Xuanli He Kam-Fai Wong Pasquale Minervini KELM LLMSV 143 28 0 21 Oct 2024
Reasoning, Memorization, and Fine-Tuning Language Models for Non-Cooperative Games Yunhao Yang Leonard Berthellemy Ufuk Topcu LLMAG LRM 67 0 0 18 Oct 2024
Fact Recall, Heuristics or Pure Guesswork? Precise Interpretations of Language Models for Fact Completion Denitsa Saynova Lovisa Hagström Moa Johansson Richard Johansson Marco Kuhlmann HILM 133 1 0 18 Oct 2024
SudoLM: Learning Access Control of Parametric Knowledge with Authorization Alignment Qin Liu Fei Wang Chaowei Xiao Muhao Chen 459 2 0 18 Oct 2024
Help Me Identify: Is an LLM+VQA System All We Need to Identify Visual Concepts? Shailaja Keyur Sampat Maitreya Patel Yezhou Yang Chitta Baral 35 0 0 17 Oct 2024
Enhancing Fact Retrieval in PLMs through Truthfulness Paul Youssef Jorg Schlotterer C. Seifert KELM HILM 59 0 0 17 Oct 2024
Breaking Chains: Unraveling the Links in Multi-Hop Knowledge Unlearning Minseok Choi C. Park Dohyun Lee Jaegul Choo KELM MU 60 1 0 17 Oct 2024
The Geometry of Numerical Reasoning: Language Models Compare Numeric Properties in Linear Subspaces Ahmed Oumar El-Shangiti Tatsuya Hiraoka Hilal AlQuabeh Benjamin Heinzerling Kentaro Inui 143 1 0 17 Oct 2024
Evaluating Self-Generated Documents for Enhancing Retrieval-Augmented Generation with Large Language Models Jiatao Li Xinyu Hu Xunjian Yin Xiaojun Wan RALM 152 0 0 17 Oct 2024
O-Edit: Orthogonal Subspace Editing for Language Model Sequential Editing Yuchen Cai Ding Cao KELM 87 3 0 15 Oct 2024
A Theoretical Survey on Foundation Models Shi Fu Yuzhu Chen Yingjie Wang Dacheng Tao 90 0 0 15 Oct 2024
RuleRAG: Rule-Guided Retrieval-Augmented Generation with Language Models for Question Answering Zhongwu Chen Chengjin Xu Dingmin Wang Zhen Huang Yong Dou Xuhui Jiang Jian Guo RALM 476 3 0 15 Oct 2024
ChroKnowledge: Unveiling Chronological Knowledge of Language Models in Multiple Domains Yein Park Chanwoong Yoon Jungwoo Park Donghyeon Lee Minbyul Jeong Jaewoo Kang KELM 154 2 0 13 Oct 2024
Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language Models Jiaxin Zhang Wendi Cui Yiran Huang Kamalika Das Sricharan Kumar KELM SyDa 89 4 0 12 Oct 2024
LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in English T. Y. S. S. Santosh Cornelius Weiss Matthias Grabmair AILaw ELM 99 2 0 12 Oct 2024
Prompting Video-Language Foundation Models with Domain-specific Fine-grained Heuristics for Video Question Answering Ting Yu Kunhao Fu Shuhui Wang Qingming Huang Jun Yu 125 2 0 12 Oct 2024
Enhancing Long Context Performance in LLMs Through Inner Loop Query Mechanism Yimin Tang Yurong Xu Ning Yan Masood S. Mortazavi RALM LRM 42 0 0 11 Oct 2024
Which Demographics do LLMs Default to During Annotation? Johannes Schäfer Aidan Combs Christopher Bagdon Jiahui Li Nadine Probol ... Yarik Menchaca Resendiz Aswathy Velutharambath Amelie Wuhrl Sabine Weber Roman Klinger 85 2 0 11 Oct 2024
Assessing Episodic Memory in LLMs with Sequence Order Recall Tasks Mathis Pink Vy A. Vo Qinyuan Wu Jianing Mu Javier S. Turek Uri Hasson K. A. Norman Sebastian Michelmann Alexander G. Huth Mariya Toneva 106 2 0 10 Oct 2024
The Mystery of Compositional Generalization in Graph-based Generative Commonsense Reasoning Xiyan Fu Anette Frank LRM 129 0 0 08 Oct 2024
Manual Verbalizer Enrichment for Few-Shot Text Classification Quang Anh Nguyen Nadi Tomeh M. Lebbah Thierry Charnois Hanene Azzag Santiago Cordoba Muñoz VLM 91 0 0 08 Oct 2024
Gradual Learning: Optimizing Fine-Tuning with Partially Mastered Knowledge in Large Language Models Bozhou Li Hao Liang Yang Li Fangcheng Fu Hongzhi Yin Conghui He Wentao Zhang KELM CLL 98 0 0 08 Oct 2024
Deciphering the Interplay of Parametric and Non-parametric Memory in Retrieval-augmented Language Models M. Farahani Richard Johansson RALM 100 2 0 07 Oct 2024
FAME: Towards Factual Multi-Task Model Editing Li Zeng Yingyu Shan Zeming Liu Jiashu Yao Yuhang Guo KELM 51 2 0 07 Oct 2024
MINER: Mining the Underlying Pattern of Modality-Specific Neurons in Multimodal Large Language Models Kaichen Huang Jiahao Huo Yibo Yan Kun Wang Yutao Yue Xuming Hu 85 2 0 07 Oct 2024
Adaptive Question Answering: Enhancing Language Model Proficiency for Addressing Knowledge Conflicts with Source Citations Sagi Shaier Ari Kobren Philip Ogren HILM 88 10 0 05 Oct 2024
Persona Knowledge-Aligned Prompt Tuning Method for Online Debate Chunkit Chan Cheng Jiayang Xin Liu Yauwai Yim Yuxin Jiang Zheye Deng Haoran Li Yangqiu Song Ginny Wong Simon See 114 0 0 05 Oct 2024
Neuron-Level Sequential Editing for Large Language Models Houcheng Jiang Sihang Li Tianyu Zhang An Zhang Ruipeng Wang Tao Liang Xiang Wang KELM 113 4 0 05 Oct 2024
Enriching Ontologies with Disjointness Axioms using Large Language Models Elias Crum Antonio De Santis Manon Ovide Jiaxin Pan Alessia Pisu Nicolas Lazzari Sebastian Rudolph 49 0 0 04 Oct 2024
RIPPLECOT: Amplifying Ripple Effect of Knowledge Editing in Language Models via Chain-of-Thought In-Context Learning Zihao Zhao Yuchen Yang Yijiang Li Yinzhi Cao LRM KELM 58 1 0 04 Oct 2024
Uncovering Regional Defaults from Photorealistic Forests in Text-to-Image Generation with DALL-E 2 Zilong Liu Krzysztof Janowicz Kitty Currier Meilin Shi 51 1 0 03 Oct 2024
Defining Knowledge: Bridging Epistemology and Large Language Models Constanza Fierro Ruchira Dhar Filippos Stamatiou Nicolas Garneau Anders Søgaard KELM 139 5 0 03 Oct 2024