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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
DeltaEdit: Enhancing Sequential Editing in Large Language Models by Controlling Superimposed Noise Ding Cao Yuchen Cai Rongxi Guo Xiaoxiao He Guiquan Liu KELM 170 0 0 12 May 2025
Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent Ziyang Huang Xiaowei Yuan Yiming Ju Jun Zhao Kang Liu RALM KELM 107 1 0 12 May 2025
Scalable Multi-Stage Influence Function for Large Language Models via Eigenvalue-Corrected Kronecker-Factored Parameterization Yuntai Bao Xuhong Zhang Tianyu Du Xinkui Zhao Jiang Zong Hao Peng Yuxiang Cai TDI 134 0 0 08 May 2025
OBLIVIATE: Robust and Practical Machine Unlearning for Large Language Models Xiaoyu Xu Minxin Du Qingqing Ye Haibo Hu MU 167 1 0 07 May 2025
Diff-Prompt: Diffusion-Driven Prompt Generator with Mask Supervision Weicai Yan Wang Lin Zirun Guo Ye Wang Fangming Feng Xiaoda Yang Ziyi Wang Tao Jin DiffM 313 2 0 30 Apr 2025
SetKE: Knowledge Editing for Knowledge Elements Overlap Yifan Wei Xiaoyan Yu Ran Song Hao Peng Angsheng Li KELM 102 0 0 29 Apr 2025
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks Yixin Cao Shibo Hong Xuzhao Li Jiahao Ying Yubo Ma ... Juanzi Li Aixin Sun Xuanjing Huang Tat-Seng Chua Tianwei Zhang ALM ELM 261 7 0 26 Apr 2025
FrogDogNet: Fourier frequency Retained visual prompt Output Guidance for Domain Generalization of CLIP in Remote Sensing Hariseetharam Gunduboina Muhammad Haris Khan Biplab Banerjee VLM 99 0 0 23 Apr 2025
Functional Abstraction of Knowledge Recall in Large Language Models Zijian Wang Chang Xu KELM 71 1 0 20 Apr 2025
CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey Jindong Li Yongqian Li Yali Fu Jiahong Liu Yixin Liu Menglin Yang Irwin King VLM 91 0 0 19 Apr 2025
Parameter-Efficient Continual Fine-Tuning: A Survey Eric Nuertey Coleman Luigi Quarantiello Ziyue Liu Qinwen Yang Samrat Mukherjee J. Hurtado Vincenzo Lomonaco CLL 90 0 0 18 Apr 2025
QLLM: Do We Really Need a Mixing Network for Credit Assignment in Multi-Agent Reinforcement Learning? Zhouyang Jiang Bin Zhang Airong Wei Zhiwei Xu OffRL 150 0 0 17 Apr 2025
Reduction of Supervision for Biomedical Knowledge Discovery Christos Theodoropoulos Andrei Catalin Coman James Henderson Marie-Francine Moens 52 0 0 13 Apr 2025
Semantically Encoding Activity Labels for Context-Aware Human Activity Recognition Wen Ge Guanyi Mou Emmanuel O. Agu Kyumin Lee 70 0 0 10 Apr 2025
ConceptFormer: Towards Efficient Use of Knowledge-Graph Embeddings in Large Language Models Joel Barmettler Abraham Bernstein Luca Rossetto KELM 3DV 59 0 0 10 Apr 2025
From Superficial to Deep: Integrating External Knowledge for Follow-up Question Generation Using Knowledge Graph and LLM Jianyu Liu Yi Huang Sheng Bi Junlan Feng Guilin Qi 141 2 0 08 Apr 2025
GOLLuM: Gaussian Process Optimized LLMs -- Reframing LLM Finetuning through Bayesian Optimization Bojana Ranković P. Schwaller BDL 491 1 0 08 Apr 2025
Knowledge-Instruct: Effective Continual Pre-training from Limited Data using Instructions O. Ovadia Meni Brief Rachel Lemberg Eitam Sheetrit CLL KELM 78 1 0 08 Apr 2025
Taxonomy-Aware Evaluation of Vision-Language Models Vésteinn Snæbjarnarson Kevin Du Niklas Stoehr Serge Belongie Ryan Cotterell Nico Lang Stella Frank 92 2 0 07 Apr 2025
DDPT: Diffusion-Driven Prompt Tuning for Large Language Model Code Generation Jinyang Li Sangwon Hyun Muhammad Ali Babar 74 0 0 06 Apr 2025
REFORMER: A ChatGPT-Driven Data Synthesis Framework Elevating Text-to-SQL Models Shenyang Liu Saleh Almohaimeed Liqiang Wang 141 0 0 06 Apr 2025
From Tokens to Lattices: Emergent Lattice Structures in Language Models Bo Xiong Steffen Staab LRM 67 1 0 04 Apr 2025
On the Connection Between Diffusion Models and Molecular Dynamics Liam Harcombe Timothy T. Duignan DiffM 112 1 0 04 Apr 2025
The quasi-semantic competence of LLMs: a case study on the part-whole relation Mattia Proietti Alessandro Lenci 78 0 0 03 Apr 2025
Detecting and Mitigating Bias in LLMs through Knowledge Graph-Augmented Training Rajeev Kumar Harishankar Kumar Kumari Shalini 124 2 0 01 Apr 2025
Discovering Knowledge Deficiencies of Language Models on Massive Knowledge Base Linxin Song Xuwei Ding Jieyu Zhang Taiwei Shi Ryotaro Shimizu Rahul Gupta Yang Liu Jian Kang Jieyu Zhao KELM 119 1 0 30 Mar 2025
Modeling Challenging Patient Interactions: LLMs for Medical Communication Training Anna Bodonhelyi Christian Stegemann-Philipps Alessandra Sonanini Lea Herschbach Márton Szép Anne Herrmann-Werner Teresa Festl-Wietek Enkelejda Kasneci Friederike Holderried LM&MA 95 0 0 28 Mar 2025
How do language models learn facts? Dynamics, curricula and hallucinations Nicolas Zucchet J. Bornschein Stephanie C. Y. Chan Andrew Kyle Lampinen Razvan Pascanu Soham De KELM HILM LRM 140 7 1 27 Mar 2025
Generative Linguistics, Large Language Models, and the Social Nature of Scientific Success Sophie Hao ELM AI4CE 118 0 0 25 Mar 2025
Will LLMs be Professional at Fund Investment? DeepFund: A Live Arena Perspective Changlun Li Yao Shi Yuyu Luo Nan Tang AIFin 115 0 0 24 Mar 2025
A Survey of Large Language Model Agents for Question Answering Murong Yue LLMAG LM&MA ELM 120 5 0 24 Mar 2025
Knowledge Graph Enhanced Generative Multi-modal Models for Class-Incremental Learning Xusheng Cao Haori Lu Linlan Huang Fei Yang Xialei Liu Ming-Ming Cheng CLL KELM 103 0 0 24 Mar 2025
Experience Retrieval-Augmentation with Electronic Health Records Enables Accurate Discharge QA Justice Ou Tinglin Huang Yilun Zhao Ziyang Yu Peiqing Lu Rex Ying RALM 86 0 0 23 Mar 2025
Agent-Enhanced Large Language Models for Researching Political Institutions Joseph R. Loffredo Suyeol Yun LLMAG 105 0 0 14 Mar 2025
Generative AI for Named Entity Recognition in Low-Resource Language Nepali Sameer Neupane Jeevan Chapagain Nobal B. Niraula Diwa Koirala 74 0 0 12 Mar 2025
BiasEdit: Debiasing Stereotyped Language Models via Model Editing Xin Xu Wei Xu N. Zhang Julian McAuley KELM 137 1 0 11 Mar 2025
Knowledge Updating? No More Model Editing! Just Selective Contextual Reasoning Guoxiu He Xin Song Aixin Sun KELM 131 5 0 07 Mar 2025
Benchmarking Large Language Models on Multiple Tasks in Bioinformatics NLP with Prompting Jiyue Jiang Pengan Chen Jinqiao Wang Dongchen He Ziqin Wei ... Yimin Fan Xiangyu Shi Jimeng Sun Chuan Wu Yuan Li LM&MA 121 3 0 06 Mar 2025
InfoSEM: A Deep Generative Model with Informative Priors for Gene Regulatory Network Inference Tianyu Cui Song-Jun Xu Artem Moskalev Shuwei Li Tommaso Mansi Mangal Prakash Rui Liao BDL 189 2 0 06 Mar 2025
Robust Data Watermarking in Language Models by Injecting Fictitious Knowledge Xinyue Cui Johnny Tian-Zheng Wei Swabha Swayamdipta Robin Jia WaLM 154 2 0 06 Mar 2025
LeRAAT: LLM-Enabled Real-Time Aviation Advisory Tool Marc R. Schlichting Vale Rasmussen Heba Alazzeh Houjun Liu Kiana Jafari Amelia Hardy Dylan M. Asmar Mykel J. Kochenderfer 57 0 0 05 Mar 2025
Enhancing LLM Knowledge Learning through Generalization Mingkang Zhu Xi Chen Ziyi Wang Bei Yu Hengshuang Zhao Jiaya Jia 115 0 0 05 Mar 2025
Machine Learners Should Acknowledge the Legal Implications of Large Language Models as Personal Data Henrik Nolte Michèle Finck Kristof Meding AILaw PILM 171 1 0 03 Mar 2025
SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction Lu Dai Yijie Xu Jinhui Ye Hao Liu Hui Xiong 3DV RALM 224 3 0 03 Mar 2025
Diversity Covariance-Aware Prompt Learning for Vision-Language Models Songlin Dong Zhengdong Zhou Chenhao Ding Xinyuan Gao Alex C. Kot Yihong Gong VPVLM VLM 147 0 0 03 Mar 2025
SAKE: Steering Activations for Knowledge Editing Marco Scialanga Thibault Laugel Vincent Grari Marcin Detyniecki KELM LLMSV 113 2 0 03 Mar 2025
Palm: A Culturally Inclusive and Linguistically Diverse Dataset for Arabic LLMs Fakhraddin Alwajih Abdellah El Mekki Samar Magdy AbdelRahim Elmadany Omer Nacar ... Anis Koubaa Ismail Berrada Mustafa Jarrar Shady Shehata Muhammad Abdul-Mageed 146 3 0 28 Feb 2025
Promote, Suppress, Iterate: How Language Models Answer One-to-Many Factual Queries Tianyi Lorena Yan Robin Jia KELM MU 100 0 0 27 Feb 2025
Conformal Linguistic Calibration: Trading-off between Factuality and Specificity Zhengping Jiang Anqi Liu Benjamin Van Durme 178 3 0 26 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