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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
From Data to Knowledge: Evaluating How Efficiently Language Models Learn Facts Daniel Christoph Max Ploner Patrick Haller Alan Akbik KELM 22 0 0 20 Jun 2025
GoalLadder: Incremental Goal Discovery with Vision-Language Models Alexey Zakharov Shimon Whiteson 34 0 0 19 Jun 2025
Decompositional Reasoning for Graph Retrieval with Large Language Models Valentin Six Evan Dufraisse Gaël de Chalendar ReLM LRM 27 0 0 16 Jun 2025
LLMs Struggle to Perform Counterfactual Reasoning with Parametric Knowledge Khurram Yamin Gaurav R. Ghosal Bryan Wilder LRM 23 0 0 15 Jun 2025
Preserving Clusters in Prompt Learning for Unsupervised Domain Adaptation Tung-Long Vuong Hoang Phan Vy Vo Anh Tuan Bui Thanh-Toan Do T. Le Dinh Q. Phung VLM 28 0 0 13 Jun 2025
Do LLMs Really Forget? Evaluating Unlearning with Knowledge Correlation and Confidence Awareness Rongzhe Wei Peizhi Niu Hans Hao-Hsun Hsu Ruihan Wu Haoteng Yin ... Vamsi K. Potluru Eli Chien Kamalika Chaudhuri Olgica Milenković P. Li MU KELM 71 0 0 06 Jun 2025
Hallucinate, Ground, Repeat: A Framework for Generalized Visual Relationship Detection Shanmukha Vellamcheti Sanjoy Kundu Sathyanarayanan N. Aakur 68 0 0 06 Jun 2025
Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-Reasoning Nan Huo Jinyang Li Bowen Qin Ge Qu Xiaolong Li Xiaodong Li Chenhao Ma Reynold Cheng RALM 124 0 0 05 Jun 2025
Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge Editing Shigeng Chen Linhao Luo Zhangchi Qiu Yanan Cao Carl Yang Shirui Pan KELM 113 0 0 04 Jun 2025
Exploiting LLMs for Automatic Hypothesis Assessment via a Logit-Based Calibrated Prior Yue Gong Raul Castro Fernandez 22 0 0 03 Jun 2025
On Entity Identification in Language Models Masaki Sakata Sho Yokoi Benjamin Heinzerling Takumi Ito Kentaro Inui 92 0 0 03 Jun 2025
Evaluating the Unseen Capabilities: How Many Theorems Do LLMs Know? Xiang Li Jiayi Xin Qi Long Weijie J. Su ELM 32 0 0 01 Jun 2025
Toward a Theory of Agents as Tool-Use Decision-Makers Hongru Wang Cheng Qian Manling Li Jiahao Qiu Boyang Xue Mengdi Wang Heng Ji Kam-Fai Wong 63 0 0 01 Jun 2025
Deontological Keyword Bias: The Impact of Modal Expressions on Normative Judgments of Language Models Bumjin Park Jinsil Lee Jaesik Choi 25 0 0 01 Jun 2025
Drop Dropout on Single-Epoch Language Model Pretraining Houjun Liu John Bauer Christopher D. Manning LRM 40 0 0 30 May 2025
Optimizing the Interface Between Knowledge Graphs and LLMs for Complex Reasoning Vasilije Markovic Lazar Obradovic Laszlo Hajdu Jovan Pavlovic 30 0 0 30 May 2025
The World As Large Language Models See It: Exploring the reliability of LLMs in representing geographical features Omid Reza Abbasi Franz Welscher Georg Weinberger Johannes Scholz 38 1 0 30 May 2025
From Parameters to Prompts: Understanding and Mitigating the Factuality Gap between Fine-Tuned LLMs Xuan Gong Hanbo Huang Shiyu Liang 48 0 0 29 May 2025
Precise In-Parameter Concept Erasure in Large Language Models Yoav Gur-Arieh Clara Suslik Yihuai Hong Fazl Barez Mor Geva KELM MU 105 0 0 28 May 2025
OWL: Probing Cross-Lingual Recall of Memorized Texts via World Literature Alisha Srivastava Emir Korukluoglu Minh Nhat Le Duyen Tran Chau Minh Pham Marzena Karpinska Mohit Iyyer 54 0 0 28 May 2025
Rhetorical Text-to-Image Generation via Two-layer Diffusion Policy Optimization Yuxi Zhang Yueting Li Xinyu Du Sibo Wang DiffM EGVM 81 0 0 28 May 2025
If Pigs Could Fly... Can LLMs Logically Reason Through Counterfactuals? Ishwar B Balappanawar Vamshi Krishna Bonagiri Anish Joishy Manas Gaur K. Thirunarayan Ponnurangam Kumaraguru ReLM LRM 44 0 0 28 May 2025
Respond to Change with Constancy: Instruction-tuning with LLM for Non-I.I.D. Network Traffic Classification Xinjie Lin Gang Xiong Gaopeng Gou Wenqi Dong Jing Yu Zhen Li W. Xia 38 0 0 27 May 2025
Pretrained LLMs Learn Multiple Types of Uncertainty Roi Cohen Omri Fahn Gerard de Melo 43 0 0 27 May 2025
Do LLMs Need to Think in One Language? Correlation between Latent Language and Task Performance Shintaro Ozaki Tatsuya Hiraoka Hiroto Otake Hiroki Ouchi Masaru Isonuma ... Kentaro Inui Taro Watanabe Yusuke Miyao Yohei Oseki Yu Takagi LRM 54 0 0 27 May 2025
RelationalFactQA: A Benchmark for Evaluating Tabular Fact Retrieval from Large Language Models Dario Satriani Enzo Veltri Donatello Santoro Paolo Papotti LMTD HILM 58 0 0 27 May 2025
Tracing and Reversing Rank-One Model Edits Paul Youssef Zhixue Zhao C. Seifert Jorg Schlotterer KELM 27 0 0 27 May 2025
InFact: Informativeness Alignment for Improved LLM Factuality Roi Cohen Russa Biswas Gerard de Melo 25 0 0 26 May 2025
S2LPP: Small-to-Large Prompt Prediction across LLMs Liang Cheng Tianyi Li Zhaowei Wang Mark Steedman LRM 42 0 0 26 May 2025
ExAnte: A Benchmark for Ex-Ante Inference in Large Language Models Yachuan Liu Xiaochun Wei Lin Shi Xinnuo Li Bohan Zhang Paramveer S. Dhillon Qiaozhu Mei 68 0 0 26 May 2025
SEMMA: A Semantic Aware Knowledge Graph Foundation Model Arvindh Arun Sumit Kumar M. Nayyeri Bo Xiong Ponnurangam Kumaraguru Antonio Vergari Steffen Staab 68 0 0 26 May 2025
GenKI: Enhancing Open-Domain Question Answering with Knowledge Integration and Controllable Generation in Large Language Models Tingjia Shen Hao Wang Chuan Qin Ruijun Sun Yang Song Defu Lian Hengshu Zhu Enhong Chen 57 0 0 26 May 2025
A Graph Perspective to Probe Structural Patterns of Knowledge in Large Language Models Utkarsh Sahu Zhisheng Qi Y. Lei Ryan Rossi Franck Dernoncourt Nesreen K. Ahmed M. Halappanavar Yao Ma Yu Wang 75 0 0 25 May 2025
Benchmarking and Rethinking Knowledge Editing for Large Language Models Guoxiu He Xin Song Futing Wang Aixin Sun KELM 51 0 0 24 May 2025
Data Mixing Can Induce Phase Transitions in Knowledge Acquisition Xinran Gu Kaifeng Lyu Jiazheng Li Jingzhao Zhang 83 0 0 23 May 2025
Advancing the Scientific Method with Large Language Models: From Hypothesis to Discovery Yanbo Zhang S. Khan Adnan Mahmud Huck Yang Alexander Lavin ... James A. Evans Alan R. Bundy Jannis Brugger Jesper Tegner Hector Zenil LM&MA 107 1 0 22 May 2025
Align-GRAG: Reasoning-Guided Dual Alignment for Graph Retrieval-Augmented Generation Derong Xu Pengyue Jia Xiaopeng Li Yingyi Zhang Maolin Wang ... Yichao Wang Huifeng Guo Ruiming Tang Enhong Chen Tong Xu RALM 84 0 0 22 May 2025
CUB: Benchmarking Context Utilisation Techniques for Language Models Lovisa Hagström Youna Kim Haeun Yu Sang-goo Lee Richard Johansson Hyunsoo Cho Isabelle Augenstein 70 1 0 22 May 2025
LLaMAs Have Feelings Too: Unveiling Sentiment and Emotion Representations in LLaMA Models Through Probing Dario Di Palma Alessandro De Bellis Giovanni Servedio Vito Walter Anelli Fedelucio Narducci Tommaso Di Noia MILM 76 0 0 22 May 2025
Extracting Probabilistic Knowledge from Large Language Models for Bayesian Network Parameterization Aliakbar Nafar Kristen Brent Venable Zijun Cui Parisa Kordjamshidi BDL 49 0 0 21 May 2025
The Atlas of In-Context Learning: How Attention Heads Shape In-Context Retrieval Augmentation Patrick Kahardipraja Reduan Achtibat Thomas Wiegand Wojciech Samek Sebastian Lapuschkin 153 0 0 21 May 2025
Pre-training Large Memory Language Models with Internal and External Knowledge Linxi Zhao Sofian Zalouk Christian K. Belardi Justin Lovelace Jin Peng Zhou Kilian Q. Weinberger Yoav Artzi Jennifer J. Sun KELM HILM 112 0 0 21 May 2025
Temporal Alignment of Time Sensitive Facts with Activation Engineering Sanjay Govindan Maurice Pagnucco Yang Song KELM LLMSV AI4CE 117 0 0 20 May 2025
The Role of Visualization in LLM-Assisted Knowledge Graph Systems: Effects on User Trust, Exploration, and Workflows Harry Li G. Appleby Kenneth Alperin Steven R. Gomez Ashley Suh 53 0 0 20 May 2025
Tracing Multilingual Factual Knowledge Acquisition in Pretraining Yihong Liu Mingyang Wang Amir Hossein Kargaran Felicia Körner Ercong Nie Yun Xue François Yvon Hinrich Schutze HILM KELM 132 0 0 20 May 2025
NAMET: Robust Massive Model Editing via Noise-Aware Memory Optimization Yanbo Dai Zhenlan Ji Zongjie Li Shuai Wang KELM 64 0 0 17 May 2025
Search-Based Correction of Reasoning Chains for Language Models Minsu Kim Jean-Pierre Falet Oliver E. Richardson Xiaoyin Chen Moksh Jain Sungjin Ahn Sungsoo Ahn Yoshua Bengio KELM ReLM LRM 91 0 0 17 May 2025
On Next-Token Prediction in LLMs: How End Goals Determine the Consistency of Decoding Algorithms Jacob Trauger Ambuj Tewari 61 0 0 16 May 2025
Empirically evaluating commonsense intelligence in large language models with large-scale human judgments Tuan Dung Nguyen Duncan J. Watts Mark E. Whiting ELM 134 1 0 15 May 2025
IterKey: Iterative Keyword Generation with LLMs for Enhanced Retrieval Augmented Generation Kazuki Hayashi Hidetaka Kamigaito Shinya Kouda Taro Watanabe RALM 112 1 0 13 May 2025