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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
Test-time Augmentation for Factual Probing Go Kamoda Benjamin Heinzerling Keisuke Sakaguchi Kentaro Inui 32 1 0 26 Oct 2023
Kiki or Bouba? Sound Symbolism in Vision-and-Language Models Morris Alper Hadar Averbuch-Elor 122 10 0 25 Oct 2023
Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models Paul Youssef Osman Alperen Koracs Meijie Li Jorg Schlotterer Christin Seifert KELM 85 19 0 25 Oct 2023
DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models Ge Zheng Bin Yang Jiajin Tang Hong-Yu Zhou Sibei Yang LRM MLLM 100 117 0 25 Oct 2023
Knowledge Editing for Large Language Models: A Survey Song Wang Yaochen Zhu Haochen Liu Zaiyi Zheng Chen Chen Wenlin Yao KELM 176 164 0 24 Oct 2023
SoK: Memorization in General-Purpose Large Language Models Valentin Hartmann Anshuman Suri Vincent Bindschaedler David Evans Shruti Tople Robert West KELM LLMAG 98 24 0 24 Oct 2023
Unnatural language processing: How do language models handle machine-generated prompts? Corentin Kervadec Francesca Franzon Marco Baroni 71 5 0 24 Oct 2023
A Communication Theory Perspective on Prompting Engineering Methods for Large Language Models Yuanfeng Song Yuanqin He Xuefang Zhao Hanlin Gu Di Jiang Haijun Yang Lixin Fan Qiang Yang 83 6 0 24 Oct 2023
EpiK-Eval: Evaluation for Language Models as Epistemic Models Gabriele Prato Jerry Huang Prasannna Parthasarathi Shagun Sodhani Sarath Chandar ELM 62 4 0 23 Oct 2023
Why LLMs Hallucinate, and How to Get (Evidential) Closure: Perceptual, Intensional, and Extensional Learning for Faithful Natural Language Generation Adam Bouyamourn 165 17 0 23 Oct 2023
Implicit meta-learning may lead language models to trust more reliable sources Dmitrii Krasheninnikov Egor Krasheninnikov Bruno Mlodozeniec Tegan Maharaj David M. Krueger 93 4 0 23 Oct 2023
ULTRA-DP: Unifying Graph Pre-training with Multi-task Graph Dual Prompt Mouxiang Chen Zemin Liu Chenghao Liu Jundong Li Qiheng Mao Jianling Sun AAML 95 14 0 23 Oct 2023
ALCUNA: Large Language Models Meet New Knowledge Xunjian Yin Baizhou Huang Xiaojun Wan 101 27 0 23 Oct 2023
Geographical Erasure in Language Generation Pola Schwöbel Jacek Golebiowski Michele Donini Cédric Archambeau Danish Pruthi 63 5 0 23 Oct 2023
Evaluating the Knowledge Base Completion Potential of GPT Blerta Veseli Simon Razniewski Jan-Christoph Kalo Gerhard Weikum KELM ELM 101 8 0 23 Oct 2023
Text Fact Transfer Nishant Balepur Jie Huang Kevin Chen-Chuan Chang 70 0 0 23 Oct 2023
Large Language Models and Multimodal Retrieval for Visual Word Sense Disambiguation Anastasia Kritharoula Maria Lymperaiou Giorgos Stamou 96 6 0 21 Oct 2023
StereoMap: Quantifying the Awareness of Human-like Stereotypes in Large Language Models Sullam Jeoung Yubin Ge Jana Diesner 78 5 0 20 Oct 2023
Do Language Models Learn about Legal Entity Types during Pretraining? Claire Barale Michael Rovatsos Nehal Bhuta ELM 58 2 0 19 Oct 2023
An Emulator for Fine-Tuning Large Language Models using Small Language Models Eric Mitchell Rafael Rafailov Archit Sharma Chelsea Finn Christopher D. Manning ALM 118 56 0 19 Oct 2023
Knowledge-Augmented Language Model Verification Jinheon Baek Soyeong Jeong Minki Kang Jong C. Park Sung Ju Hwang RALM 85 14 0 19 Oct 2023
Emptying the Ocean with a Spoon: Should We Edit Models? Yuval Pinter Michael Elhadad KELM 129 29 0 18 Oct 2023
Chain-of-Thought Tuning: Masked Language Models can also Think Step By Step in Natural Language Understanding Caoyun Fan Jidong Tian Yitian Li Wenqing Chen Hao He Yaohui Jin LRM 71 4 0 18 Oct 2023
Systematic Assessment of Factual Knowledge in Large Language Models Linhao Luo Thuy-Trang Vu Dinh Q. Phung Gholamreza Haffari KELM 63 10 0 18 Oct 2023
Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective Ming Zhong Chenxin An Weizhu Chen Jiawei Han Pengcheng He 101 12 0 17 Oct 2023
Document-Level In-Context Few-Shot Relation Extraction via Pre-Trained Language Models Yilmazcan Ozyurt Stefan Feuerriegel Ce Zhang 133 1 0 17 Oct 2023
Who Are All The Stochastic Parrots Imitating? They Should Tell Us! Sagi Shaier Lawrence E Hunter Katharina von der Wense 80 4 0 16 Oct 2023
Ring-A-Bell! How Reliable are Concept Removal Methods for Diffusion Models? Yu-Lin Tsai Chia-Yi Hsu Chulin Xie Chih-Hsun Lin Jia-You Chen Yue Liu Pin-Yu Chen Chia-Mu Yu Chun-ying Huang DiffM 123 90 0 16 Oct 2023
Cross-Lingual Consistency of Factual Knowledge in Multilingual Language Models Jirui Qi Raquel Fernández Arianna Bisazza KELM HILM 227 76 0 16 Oct 2023
LICO: Explainable Models with Language-Image Consistency Yiming Lei Zilong Li Yangyang Li Junping Zhang Hongming Shan VLM FAtt 58 7 0 15 Oct 2023
Assessing the Reliability of Large Language Model Knowledge Weixuan Wang Barry Haddow Alexandra Birch Wei Peng KELM HILM 111 15 0 15 Oct 2023
VLIS: Unimodal Language Models Guide Multimodal Language Generation Jiwan Chung Youngjae Yu VLM 77 2 0 15 Oct 2023
KGQuiz: Evaluating the Generalization of Encoded Knowledge in Large Language Models Yuyang Bai Shangbin Feng Vidhisha Balachandran Zhaoxuan Tan Shiqi Lou Tianxing He Yulia Tsvetkov ELM 95 3 0 15 Oct 2023
JM3D & JM3D-LLM: Elevating 3D Understanding with Joint Multi-modal Cues Jiayi Ji Haowei Wang Changli Wu Yiwei Ma Xiaoshuai Sun Rongrong Ji 119 1 0 14 Oct 2023
Advancing Perception in Artificial Intelligence through Principles of Cognitive Science Palaash Agrawal Cheston Tan Heena Rathore 102 1 0 13 Oct 2023
"Im not Racist but...": Discovering Bias in the Internal Knowledge of Large Language Models A. Salinas Louis Penafiel Robert McCormack Fred Morstatter 52 5 0 13 Oct 2023
Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment Boyang Xue Weichao Wang Hongru Wang Fei Mi Rui Wang Yasheng Wang Lifeng Shang Xin Jiang Qun Liu Kam-Fai Wong KELM HILM 306 18 0 12 Oct 2023
Enhancing Text-based Knowledge Graph Completion with Zero-Shot Large Language Models: A Focus on Semantic Enhancement Rui Yang Jiahao Zhu Jianping Man Li Fang Yi Zhou 104 25 0 12 Oct 2023
Impact of Co-occurrence on Factual Knowledge of Large Language Models Cheongwoong Kang Jaesik Choi KELM 91 18 0 12 Oct 2023
Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection Yi Dai Hao Lang Kaisheng Zeng Fei Huang Yongbin Li OODD 102 11 0 12 Oct 2023
Ontology Enrichment for Effective Fine-grained Entity Typing Si-yuan Ouyang Jiaxin Huang Pranav Pillai Yunyi Zhang Yu Zhang Jiawei Han 180 6 0 11 Oct 2023
Prompt Backdoors in Visual Prompt Learning Hai Huang Zhengyu Zhao Michael Backes Yun Shen Yang Zhang VLM VPVLM AAML SILM 79 2 0 11 Oct 2023
Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity Cunxiang Wang Xiaoze Liu Yuanhao Yue Xiangru Tang Tianhang Zhang ... Linyi Yang Jindong Wang Xing Xie Zheng Zhang Yue Zhang HILM KELM 172 202 0 11 Oct 2023
How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances Zihan Zhang Meng Fang Lingxi Chen Mohammad-Reza Namazi-Rad Jun Wang KELM 98 24 0 11 Oct 2023
PHALM: Building a Knowledge Graph from Scratch by Prompting Humans and a Language Model Tatsuya Ide Eiki Murata Daisuke Kawahara T. Yamazaki Shengzhe Li K. Shinzato Toshinori Sato LRM 104 2 0 11 Oct 2023
Large Language Models can Learn Rules Zhaocheng Zhu Yuan Xue Xinyun Chen Denny Zhou Jian Tang Dale Schuurmans Hanjun Dai LRM ReLM 129 70 0 10 Oct 2023
A New Benchmark and Reverse Validation Method for Passage-level Hallucination Detection Shiping Yang Renliang Sun Xiao-Yi Wan HILM 109 43 0 10 Oct 2023
Model Tuning or Prompt Tuning? A Study of Large Language Models for Clinical Concept and Relation Extraction C.A.I. Peng Xi Yang Kaleb E. Smith Zehao Yu Aokun Chen Jiang Bian Yonghui Wu VLM LRM 85 33 0 10 Oct 2023
Are Large Language Models Geospatially Knowledgeable? Prabin Bhandari Antonios Anastasopoulos Dieter Pfoser LRM 71 37 0 09 Oct 2023
Improving Summarization with Human Edits Zonghai Yao Benjamin J Schloss Sai P. Selvaraj 120 5 0 09 Oct 2023