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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
RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering Zihan Zhang Meng Fang Ling-Hao Chen RALM 96 14 0 26 Feb 2024
Do Large Language Models Latently Perform Multi-Hop Reasoning? Sohee Yang E. Gribovskaya Nora Kassner Mor Geva Sebastian Riedel ReLM LRM 131 113 0 26 Feb 2024
Evaluating Robustness of Generative Search Engine on Adversarial Factual Questions Xuming Hu Xiaochuan Li Junzhe Chen Hai-Tao Zheng Yangning Li ... Yasheng Wang Qun Liu Lijie Wen Philip S. Yu Zhijiang Guo AAML ELM 81 4 0 25 Feb 2024
LSTP: Language-guided Spatial-Temporal Prompt Learning for Long-form Video-Text Understanding Yuxuan Wang Yueqian Wang Pengfei Wu Jianxin Liang Dongyan Zhao Zilong Zheng VLM 96 8 0 25 Feb 2024
Faithful Temporal Question Answering over Heterogeneous Sources Zhen Jia Philipp Christmann Gerhard Weikum 74 10 0 23 Feb 2024
Ranking Entities along Conceptual Space Dimensions with LLMs: An Analysis of Fine-Tuning Strategies Nitesh Kumar Usashi Chatterjee Steven Schockaert 76 1 0 23 Feb 2024
Can Language Models Act as Knowledge Bases at Scale? Qiyuan He Yizhong Wang Wenya Wang KELM LRM 85 12 0 22 Feb 2024
SYNFAC-EDIT: Synthetic Imitation Edit Feedback for Factual Alignment in Clinical Summarization Prakamya Mishra Zonghai Yao Parth Vashisht Feiyun Ouyang Beining Wang Vidhi Mody Hong-ye Yu SyDa MedIm 87 6 0 21 Feb 2024
Cracking Factual Knowledge: A Comprehensive Analysis of Degenerate Knowledge Neurons in Large Language Models Yuheng Chen Pengfei Cao Yubo Chen Yining Wang Shengping Liu Kang Liu Jun Zhao KELM 102 1 0 21 Feb 2024
Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language Models Seiji Maekawa Hayate Iso Sairam Gurajada Nikita Bhutani RALM KELM 110 14 0 21 Feb 2024
Large Language Models for Data Annotation: A Survey Zhen Tan Dawei Li Song Wang Alimohammad Beigi Bohan Jiang Amrita Bhattacharjee Mansooreh Karami Wenlin Yao Lu Cheng Huan Liu SyDa 138 80 0 21 Feb 2024
Identifying Semantic Induction Heads to Understand In-Context Learning Jie Ren Qipeng Guo Hang Yan Dongrui Liu Xipeng Qiu Dahua Lin 90 29 0 20 Feb 2024
Stable Knowledge Editing in Large Language Models Zihao Wei Liang Pang Hanxing Ding Jingcheng Deng Huawei Shen Xueqi Cheng KELM 119 10 0 20 Feb 2024
Instruction-tuned Language Models are Better Knowledge Learners Zhengbao Jiang Zhiqing Sun Weijia Shi Pedro Rodriguez Chunting Zhou Graham Neubig Xi Lin Wen-tau Yih Srinivasan Iyer KELM 92 42 0 20 Feb 2024
Standardize: Aligning Language Models with Expert-Defined Standards for Content Generation Joseph Marvin Imperial Gail Forey Harish Tayyar Madabushi ALM 73 3 0 19 Feb 2024
Discerning and Resolving Knowledge Conflicts through Adaptive Decoding with Contextual Information-Entropy Constraint Xiaowei Yuan Zhao Yang Yequan Wang Shengping Liu Jun Zhao Kang Liu 63 14 0 19 Feb 2024
An Empirical Categorization of Prompting Techniques for Large Language Models: A Practitioner's Guide Oluwole Fagbohun Rachel M. Harrison Anton Dereventsov 131 9 0 18 Feb 2024
Benchmarking Knowledge Boundary for Large Language Models: A Different Perspective on Model Evaluation Xunjian Yin Xu Zhang Jie Ruan Xiaojun Wan ELM 114 24 0 18 Feb 2024
AutoPRM: Automating Procedural Supervision for Multi-Step Reasoning via Controllable Question Decomposition Zhaorun Chen Zhuokai Zhao Zhihong Zhu Ruiqi Zhang Xiang Li Bhiksha Raj Huaxiu Yao LRM 100 29 0 18 Feb 2024
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction Sizhe Zhou Yu Meng Bowen Jin Jiawei Han 71 11 0 17 Feb 2024
Multi-Cultural Commonsense Knowledge Distillation Shrestha Ghosh Simon Razniewski Gerhard Weikum 118 6 0 16 Feb 2024
Strong hallucinations from negation and how to fix them Nicholas Asher Swarnadeep Bhar ReLM LRM 54 5 0 16 Feb 2024
Analyzing the Roles of Language and Vision in Learning from Limited Data Allison Chen Ilia Sucholutsky Olga Russakovsky Thomas Griffiths VLM 70 3 0 15 Feb 2024
Massively Multi-Cultural Knowledge Acquisition & LM Benchmarking Yi R. Fung Ruining Zhao Jae Doo Chenkai Sun Heng Ji 73 33 0 14 Feb 2024
LLMAuditor: A Framework for Auditing Large Language Models Using Human-in-the-Loop Maryam Amirizaniani Jihan Yao Adrian Lavergne Elizabeth Snell Okada Aman Chadha Tanya Roosta Chirag Shah HILM 79 4 0 14 Feb 2024
Trained Without My Consent: Detecting Code Inclusion In Language Models Trained on Code Vahid Majdinasab Amin Nikanjam Foutse Khomh 78 8 0 14 Feb 2024
The Mirrored Influence Hypothesis: Efficient Data Influence Estimation by Harnessing Forward Passes Myeongseob Ko Feiyang Kang Weiyan Shi Ming Jin Zhou Yu Ruoxi Jia TDI 82 4 0 14 Feb 2024
Large Language Models are Few-shot Generators: Proposing Hybrid Prompt Algorithm To Generate Webshell Escape Samples Mingrui Ma Lansheng Han Chunjie Zhou SILM AAML 114 2 0 12 Feb 2024
Chain-of-Layer: Iteratively Prompting Large Language Models for Taxonomy Induction from Limited Examples Qingkai Zeng Yuyang Bai Zhaoxuan Tan Shangbin Feng Zhenwen Liang Zhihan Zhang Meng Jiang AI4CE 81 16 0 12 Feb 2024
Had enough of experts? Quantitative knowledge retrieval from large language models David Selby Kai Spriestersbach Yuichiro Iwashita Dennis Bappert Archana Warrier Sumantrak Mukherjee Muhammad Nabeel Asim Koichi Kise Sebastian Vollmer 147 1 0 12 Feb 2024
Summing Up the Facts: Additive Mechanisms Behind Factual Recall in LLMs Bilal Chughtai Alan Cooney Neel Nanda HILM KELM 72 20 0 11 Feb 2024
Large Language Models for Captioning and Retrieving Remote Sensing Images João Daniel Silva João Magalhães D. Tuia Bruno Martins 89 29 0 09 Feb 2024
A Unified Causal View of Instruction Tuning Luyao Chen Wei Huang Ruqing Zhang Wei Chen Jiafeng Guo Xueqi Cheng 60 1 0 09 Feb 2024
Exploring Low-Resource Medical Image Classification with Weakly Supervised Prompt Learning Fudan Zheng Jindong Cao Weijiang Yu Zhiguang Chen Nong Xiao Yutong Lu VLM MedIm 62 20 0 06 Feb 2024
Retrieve to Explain: Evidence-driven Predictions for Explainable Drug Target Identification Ravi Patel Angus Brayne Rogier E Hintzen Daniel Jaroslawicz Georgiana Neculae Dane S. Corneil 81 2 0 06 Feb 2024
Distinguishing the Knowable from the Unknowable with Language Models Gustaf Ahdritz Tian Qin Nikhil Vyas Boaz Barak Benjamin L. Edelman 100 27 0 05 Feb 2024
Foundation Model Sherpas: Guiding Foundation Models through Knowledge and Reasoning D. Bhattacharjya Junkyu Lee Don Joven Agravante Balaji Ganesan Radu Marinescu LLMAG 54 1 0 02 Feb 2024
The Queen of England is not England's Queen: On the Lack of Factual Coherency in PLMs Paul Youssef Jorg Schlotterer Christin Seifert KELM 117 2 0 02 Feb 2024
SymbolicAI: A framework for logic-based approaches combining generative models and solvers Marius-Constantin Dinu Claudiu Leoveanu-Condrei Markus Holzleitner Werner Zellinger Sepp Hochreiter 88 11 0 01 Feb 2024
Don't Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration Shangbin Feng Weijia Shi Yike Wang Wenxuan Ding Vidhisha Balachandran Yulia Tsvetkov 140 104 0 01 Feb 2024
Comparing Template-based and Template-free Language Model Probing Sagi Shaier Kevin Bennett Lawrence E Hunter Katharina von der Wense ELM 101 4 0 31 Jan 2024
RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval Parth Sarthi Salman Abdullah Aditi Tuli Shubh Khanna Anna Goldie Christopher D. Manning RALM 116 148 0 31 Jan 2024
Desiderata for the Context Use of Question Answering Systems Sagi Shaier Lawrence E Hunter Katharina von der Wense 125 5 0 31 Jan 2024
Security and Privacy Challenges of Large Language Models: A Survey B. Das M. H. Amini Yanzhao Wu PILM ELM 138 145 0 30 Jan 2024
Learnable Prompt as Pseudo-Imputation: Rethinking the Necessity of Traditional EHR Data Imputation in Downstream Clinical Prediction Weibin Liao Yinghao Zhu Zixiang Wang Xu Chu Yasha Wang Liantao Ma Yasha Wang Liantao Ma 69 0 0 30 Jan 2024
Textual Entailment for Effective Triple Validation in Object Prediction Andrés García-Silva Cristian Berrío José Manuél Gómez-Pérez KELM 67 1 0 29 Jan 2024
Pre-training and Diagnosing Knowledge Base Completion Models Vid Kocijan Myeongjun Jang Thomas Lukasiewicz 75 0 0 27 Jan 2024
Towards Uncertainty-Aware Language Agent Paul Burgess Wray Buntine Ehsan Shareghi LLMAG AI4CE 123 7 0 25 Jan 2024
APT-Pipe: A Prompt-Tuning Tool for Social Data Annotation using ChatGPT Yiming Zhu Zhizhuo Yin Gareth Tyson Ehsan-ul Haq Lik-Hang Lee Pan Hui ALM 95 7 0 24 Jan 2024
From Understanding to Utilization: A Survey on Explainability for Large Language Models Haoyan Luo Lucia Specia 136 25 0 23 Jan 2024