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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
How Do Large Language Models Acquire Factual Knowledge During Pretraining? Hoyeon Chang Jinho Park Seonghyeon Ye Sohee Yang Youngkyung Seo Du-Seong Chang Minjoon Seo KELM 100 46 0 17 Jun 2024
MEMLA: Enhancing Multilingual Knowledge Editing with Neuron-Masked Low-Rank Adaptation Jiakuan Xie Pengfei Cao Yuheng Chen Yubo Chen Kang Liu Jun Zhao KELM 102 6 0 17 Jun 2024
Self-training Large Language Models through Knowledge Detection Wei Jie Yeo Teddy Ferdinan Przemyslaw Kazienko Ranjan Satapathy Erik Cambria 107 10 0 17 Jun 2024
Are Large Language Models a Good Replacement of Taxonomies? Yushi Sun Hao Xin Kai Sun Yongjun Xu Xiao Yang Xin Luna Dong Nan Tang Lei Chen AI4MH 67 11 0 17 Jun 2024
MFC-Bench: Benchmarking Multimodal Fact-Checking with Large Vision-Language Models Shengkang Wang Hongzhan Lin Ziyang Luo Zhen Ye Guang Chen Jing Ma 174 4 0 17 Jun 2024
Generating Tables from the Parametric Knowledge of Language Models Yevgeni Berkovitch Oren Glickman Amit Somech Tomer Wolfson LMTD 107 2 0 16 Jun 2024
KGPA: Robustness Evaluation for Large Language Models via Cross-Domain Knowledge Graphs Aihua Pei Zehua Yang Shunan Zhu Ruoxi Cheng Ju Jia Lina Wang 123 1 0 16 Jun 2024
HIRO: Hierarchical Information Retrieval Optimization Krish Goel Mahek Chandak RALM 54 2 0 14 Jun 2024
Bag of Lies: Robustness in Continuous Pre-training BERT I. Gevers Walter Daelemans 87 0 0 14 Jun 2024
From Text to Life: On the Reciprocal Relationship between Artificial Life and Large Language Models Eleni Nisioti Claire Glanois Elias Najarro Andrew Dai Elliot Meyerson J. Pedersen Laetitia Teodorescu Conor F. Hayes Shyam Sudhakaran Sebastian Risi AI4CE LM&Ro 103 4 0 14 Jun 2024
DAG-Plan: Generating Directed Acyclic Dependency Graphs for Dual-Arm Cooperative Planning Zeyu Gao Yao Mu Jinye Qu Mengkang Hu Lingyue Guo Ping Luo Yanfeng Lu Ping Luo Shanghang Zhang Yanfeng Lu 131 11 0 14 Jun 2024
Automated Molecular Concept Generation and Labeling with Large Language Models Shichang Zhang Botao Xia Zimin Zhang Qianli Wu Fang Sun Ziniu Hu Yizhou Sun 76 0 0 13 Jun 2024
REVS: Unlearning Sensitive Information in Language Models via Rank Editing in the Vocabulary Space Tomer Ashuach Martin Tutek Yonatan Belinkov MU KELM 184 7 0 13 Jun 2024
Limited Out-of-Context Knowledge Reasoning in Large Language Models Peng Hu Changjiang Gao Ruiqi Gao Jiajun Chen Shujian Huang LRM 85 5 0 11 Jun 2024
DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs Haishuo Fang Xiaodan Zhu Iryna Gurevych AI4CE 53 2 0 11 Jun 2024
Survey for Landing Generative AI in Social and E-commerce Recsys -- the Industry Perspectives Da Xu Danqing Zhang Guangyu Yang Bo Yang Shuyuan Xu Lingling Zheng Cindy Liang 45 3 0 10 Jun 2024
The Curse of Popularity: Popular Entities have Catastrophic Side Effects when Deleting Knowledge from Language Models Ryosuke Takahashi Go Kamoda Benjamin Heinzerling Keisuke Sakaguchi Kentaro Inui MU KELM 88 0 0 10 Jun 2024
Multi-Prompting Decoder Helps Better Language Understanding Zifeng Cheng Zhaoling Chen Zhiwei Jiang Yafeng Yin Shiping Ge Shiping Ge Qing Gu AI4CE 100 1 0 10 Jun 2024
Why Don't Prompt-Based Fairness Metrics Correlate? A. Zayed Gonçalo Mordido Ioana Baldini Sarath Chandar ALM 99 5 0 09 Jun 2024
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models Seungone Kim Juyoung Suk Ji Yong Cho Shayne Longpre Chaeeun Kim ... Sean Welleck Graham Neubig Moontae Lee Kyungjae Lee Minjoon Seo ELM ALM LM&MA 208 44 0 09 Jun 2024
Time Sensitive Knowledge Editing through Efficient Finetuning Xiou Ge Ali Mousavi Edouard Grave Armand Joulin Kun Qian Benjamin Han Mostafa Arefiyan Yunyao Li KELM 89 9 0 06 Jun 2024
Memorization in deep learning: A survey Jiaheng Wei Yanjun Zhang Leo Yu Zhang Ming Ding Chao Chen Kok-Leong Ong Jun Zhang Yang Xiang 121 7 0 06 Jun 2024
Description Boosting for Zero-Shot Entity and Relation Classification Gabriele Picco Leopold Fuchs Marcos Martínez Galindo Alberto Purpura V. López Hoang Thanh Lam VLM 64 3 0 04 Jun 2024
ACCORD: Closing the Commonsense Measurability Gap François Roewer-Després Jinyue Feng Zining Zhu Frank Rudzicz LRM 135 0 0 04 Jun 2024
CheckEmbed: Effective Verification of LLM Solutions to Open-Ended Tasks Maciej Besta Lorenzo Paleari Marcin Copik Robert Gerstenberger Aleš Kubíček ... Eric Schreiber Torsten Hoefler Tomasz Lehmann H. Niewiadomski Torsten Hoefler 173 7 0 04 Jun 2024
A Survey of Useful LLM Evaluation Ji-Lun Peng Sijia Cheng Egil Diau Yung-Yu Shih Po-Heng Chen Yen-Ting Lin Yun-Nung Chen LLMAG ELM 88 16 0 03 Jun 2024
Memorized Images in Diffusion Models share a Subspace that can be Located and Deleted Ruchika Chavhan Ondrej Bohdal Yongshuo Zong Da Li Timothy M. Hospedales 108 5 0 01 Jun 2024
DeCoOp: Robust Prompt Tuning with Out-of-Distribution Detection Zhi Zhou Ming Yang Jiang-Xin Shi Lan-Zhe Guo Yu-Feng Li OODD VLM 79 6 0 01 Jun 2024
TAIA: Large Language Models are Out-of-Distribution Data Learners Shuyang Jiang Yusheng Liao Ya Zhang Yu Wang Yanfeng Wang 79 5 0 30 May 2024
Reasoning about concepts with LLMs: Inconsistencies abound Rosario A. Uceda-Sosa Karthikeyan N. Ramamurthy Maria Chang Moninder Singh 93 4 0 30 May 2024
Knowledge Graph Tuning: Real-time Large Language Model Personalization based on Human Feedback Jingwei Sun Zhixu Du Yiran Chen KELM 62 2 0 30 May 2024
Source Code Foundation Models are Transferable Binary Analysis Knowledge Bases Zian Su Xiangzhe Xu Ziyang Huang Kaiyuan Zhang Xiangyu Zhang 86 8 0 30 May 2024
Quo Vadis ChatGPT? From Large Language Models to Large Knowledge Models V. Venkatasubramanian Arijit Chakraborty 64 13 0 29 May 2024
MEMoE: Enhancing Model Editing with Mixture of Experts Adaptors Renzhi Wang Piji Li KELM 69 6 0 29 May 2024
Evaluating the External and Parametric Knowledge Fusion of Large Language Models Hao Zhang Yuyang Zhang Xiaoguang Li Wenxuan Shi Haonan Xu ... Yasheng Wang Lifeng Shang Qun Liu Yong Liu Ruiming Tang KELM 97 5 0 29 May 2024
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion Xiaobao Wu Xinshuai Dong Liangming Pan Thong Nguyen Anh Tuan Luu 134 14 0 28 May 2024
Diffusion Model Patching via Mixture-of-Prompts Seokil Ham Sangmin Woo Jin-Young Kim Hyojun Go Byeongjun Park Changick Kim VLM 84 2 0 28 May 2024
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models Bernal Jiménez Gutiérrez Yiheng Shu Yu Gu Michihiro Yasunaga Yu-Chuan Su RALM CLL 146 48 0 23 May 2024
Embedding Generalized Semantic Knowledge into Few-Shot Remote Sensing Segmentation Yuyu Jia Wei Huang Junyu Gao Qi. Wang Qiang Li 77 5 0 22 May 2024
The correlation between nativelike selection and prototypicality: a multilingual onomasiological case study using semantic embedding Huasheng Zhang 50 0 0 22 May 2024
A Multi-Perspective Analysis of Memorization in Large Language Models Bowen Chen Namgi Han Yusuke Miyao 84 2 0 19 May 2024
Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings Albert Sawczyn Jakub Binkowski Piotr Bielak Tomasz Kajdanowicz 109 0 0 17 May 2024
Learnable Privacy Neurons Localization in Language Models Ruizhe Chen Tianxiang Hu Yang Feng Zuo-Qiang Liu 94 16 0 16 May 2024
Large Language Model Bias Mitigation from the Perspective of Knowledge Editing Ruizhe Chen Yichen Li Zikai Xiao Zuo-Qiang Liu KELM 91 14 0 15 May 2024
A Systematic Analysis on the Temporal Generalization of Language Models in Social Media Asahi Ushio Jose Camacho-Collados 48 0 0 15 May 2024
From Questions to Insightful Answers: Building an Informed Chatbot for University Resources Subash Neupane Elias Hossain Jason Keith Himanshu Tripathi Farbod Ghiasi Noorbakhsh Amiri Golilarz Amin Amirlatifi Sudip Mittal Shahram Rahimi 94 10 0 13 May 2024
MoVL:Exploring Fusion Strategies for the Domain-Adaptive Application of Pretrained Models in Medical Imaging Tasks Haijiang Tian Jingkun Yue Xiaohong Liu Guoxing Yang Zeyu Jiang Guangyu Wang VLM MedIm 104 0 0 13 May 2024
Open Challenges and Opportunities in Federated Foundation Models Towards Biomedical Healthcare Xingyu Li Lu Peng Yuping Wang Weihua Zhang AI4CE MedIm LM&MA 122 12 0 10 May 2024
Prompting Large Language Models with Knowledge Graphs for Question Answering Involving Long-tail Facts Wenyu Huang Guancheng Zhou Mirella Lapata Pavlos Vougiouklis Sébastien Montella Jeff Z. Pan KELM 77 5 0 10 May 2024
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models Wenqi Fan Yujuan Ding Liang-bo Ning Shijie Wang Hengyun Li D. Yin Tat-Seng Chua Qing Li RALM 3DV 170 260 0 10 May 2024