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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
PLeak: Prompt Leaking Attacks against Large Language Model Applications Bo Hui Haolin Yuan Neil Zhenqiang Gong Philippe Burlina Yinzhi Cao AAML LLMAG SILM 151 45 0 10 May 2024
Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? Zorik Gekhman G. Yona Roee Aharoni Matan Eyal Amir Feder Roi Reichart Jonathan Herzig 148 137 0 09 May 2024
Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis Xuanwen Ding Jie Zhou Liang Dou Qin Chen Yuanbin Wu Chengcai Chen Liang He KELM CLL 72 6 0 09 May 2024
Logical Negation Augmenting and Debiasing for Prompt-based Methods Yitian Li Jidong Tian Hao He Yaohui Jin 77 0 0 08 May 2024
APrompt4EM: Augmented Prompt Tuning for Generalized Entity Matching Yikuan Xia Jiazun Chen Xinchi Li Jun Gao VLM 118 3 0 08 May 2024
Understanding the Capabilities and Limitations of Large Language Models for Cultural Commonsense Siqi Shen Lajanugen Logeswaran Moontae Lee Honglak Lee Soujanya Poria Rada Mihalcea AI4MH LRM ELM 113 33 0 07 May 2024
Representation Learning of Daily Movement Data Using Text Encoders Alexander Capstick Tianyu Cui Yu Chen Payam Barnaghi AI4TS 92 2 0 07 May 2024
Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning Qizhou Chen Taolin Zhang Xiaofeng He Dongyang Li Chengyu Wang Longtao Huang Hui Xue CLL KELM 118 15 0 06 May 2024
Recall Them All: Retrieval-Augmented Language Models for Long Object List Extraction from Long Documents Sneha Singhania Simon Razniewski Gerhard Weikum RALM 129 1 0 04 May 2024
What does the Knowledge Neuron Thesis Have to do with Knowledge? Jingcheng Niu Andrew Liu Zining Zhu Gerald Penn 115 38 0 03 May 2024
Optimising Calls to Large Language Models with Uncertainty-Based Two-Tier Selection Guillem Ramírez Alexandra Birch Ivan Titov 101 11 0 03 May 2024
Improving Concept Alignment in Vision-Language Concept Bottleneck Models Nithish Muthuchamy Selvaraj Xiaobao Guo Bingquan Shen A. Kong Alex C. Kot VLM 116 0 0 03 May 2024
StablePT: Towards Stable Prompting for Few-shot Learning via Input Separation Xiaoming Liu Chen Liu Zhaohan Zhang Chengzhengxu Li Longtian Wang Y. Lan Chao Shen VLM 87 4 0 30 Apr 2024
Time Machine GPT Felix Drinkall Eghbal Rahimikia J. Pierrehumbert Stefan Zohren AI4TS AI4CE KELM SyDa 85 4 0 29 Apr 2024
Continual Learning of Large Language Models: A Comprehensive Survey Haizhou Shi Zihao Xu Hengyi Wang Weiyi Qin Wenyuan Wang Yibin Wang Zifeng Wang Sayna Ebrahimi Hao Wang CLL KELM LRM 162 88 0 25 Apr 2024
Towards a Holistic Evaluation of LLMs on Factual Knowledge Recall Jiaqing Yuan Lin Pan Chung-Wei Hang Jiang Guo Jiarong Jiang Bonan Min Patrick Ng Zhiguo Wang HILM ELM 87 4 0 24 Apr 2024
Studying Large Language Model Behaviors Under Realistic Knowledge Conflicts Evgenii Kortukov Alexander Rubinstein Elisa Nguyen Seong Joon Oh RALM 589 11 2 24 Apr 2024
KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction Jack Boylan Shashank Mangla Dominic Thorn D. Ghalandari Parsa Ghaffari Chris Hokamp SLR 94 2 0 24 Apr 2024
XC-Cache: Cross-Attending to Cached Context for Efficient LLM Inference Jo˜ao Monteiro Étienne Marcotte Pierre-Andre Noel Valentina Zantedeschi David Vázquez Nicolas Chapados Christopher Pal Perouz Taslakian 77 5 0 23 Apr 2024
Retrieval Augmented Generation for Domain-specific Question Answering Sanat Sharma David Seunghyun Yoon Franck Dernoncourt Dewang Sultania Karishma Bagga Mengjiao Zhang Trung Bui Varun Kotte RALM 87 9 0 23 Apr 2024
Offensive AI: Enhancing Directory Brute-forcing Attack with the Use of Language Models Alberto Castagnaro Mauro Conti Luca Pajola 46 2 0 22 Apr 2024
FASTTRACK: Fast and Accurate Fact Tracing for LLMs Si-An Chen Feiyang Kang Ning Yu Ruoxi Jia 131 0 0 22 Apr 2024
Towards Reliable Latent Knowledge Estimation in LLMs: In-Context Learning vs. Prompting Based Factual Knowledge Extraction Qinyuan Wu Mohammad Aflah Khan Soumi Das Vedant Nanda Bishwamittra Ghosh Camila Kolling Till Speicher Laurent Bindschaedler Krishna P. Gummadi Evimaria Terzi KELM 76 1 0 19 Apr 2024
Towards Logically Consistent Language Models via Probabilistic Reasoning Diego Calanzone Stefano Teso Antonio Vergari LRM HILM 119 4 0 19 Apr 2024
De-DSI: Decentralised Differentiable Search Index Petru Neague Marcel Gregoriadis Johan Pouwelse 122 3 0 18 Apr 2024
Progressive Multi-modal Conditional Prompt Tuning Xiaoyu Qiu Hao Feng Yuechen Wang Wen-gang Zhou Houqiang Li VLM 87 3 0 18 Apr 2024
Prompt-tuning for Clickbait Detection via Text Summarization Haoxiang Deng Yi Zhu Ye Wang Jipeng Qiang Yunhao Yuan Yun Li Runmei Zhang 66 0 0 17 Apr 2024
More Room for Language: Investigating the Effect of Retrieval on Language Models David Samuel Lucas Georges Gabriel Charpentier Sondre Wold LRM RALM KELM 67 2 0 16 Apr 2024
Towards Practical Tool Usage for Continually Learning LLMs Jerry Huang Prasanna Parthasarathi Mehdi Rezagholizadeh Sarath Chandar CLL KELM 92 7 0 14 Apr 2024
Knowledgeable Agents by Offline Reinforcement Learning from Large Language Model Rollouts Jing-Cheng Pang Si-Hang Yang Kaiyuan Li Jiaji Zhang Xiong-Hui Chen Nan Tang Yang Yu OffRL KELM LLMAG 76 5 0 14 Apr 2024
Relational Prompt-based Pre-trained Language Models for Social Event Detection Pu Li Xiaoyan Yu Hao Peng Yantuan Xian Linqin Wang Li Sun Jingyun Zhang Philip S. Yu 90 7 0 12 Apr 2024
CausalBench: A Comprehensive Benchmark for Causal Learning Capability of Large Language Models Yu Zhou Xingyu Wu Beichen Huang Jibin Wu Liang Feng Kay Chen Tan ELM CML 75 8 0 09 Apr 2024
The Hallucinations Leaderboard -- An Open Effort to Measure Hallucinations in Large Language Models Giwon Hong Aryo Pradipta Gema Rohit Saxena Xiaotang Du Ping Nie ... Laura Perez-Beltrachini Max Ryabinin Xuanli He Clémentine Fourrier Pasquale Minervini LRM HILM 85 12 0 08 Apr 2024
iVPT: Improving Task-relevant Information Sharing in Visual Prompt Tuning by Cross-layer Dynamic Connection Nan Zhou Jiaxin Chen Di Huang 66 1 0 08 Apr 2024
PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics Derui Zhu Dingfan Chen Qing Li Zongxiong Chen Lei Ma Jens Grossklags Mario Fritz HILM 89 14 0 06 Apr 2024
Context versus Prior Knowledge in Language Models Kevin Du Vésteinn Snaebjarnarson Niklas Stoehr Jennifer C. White Aaron Schein Ryan Cotterell 104 13 0 06 Apr 2024
BEAR: A Unified Framework for Evaluating Relational Knowledge in Causal and Masked Language Models Hongyu Lin Alexis Conneau Alan Akbik 66 7 0 05 Apr 2024
Large language models as oracles for instantiating ontologies with domain-specific knowledge Giovanni Ciatto Andrea Agiollo Matteo Magnini Andrea Omicini 86 13 0 05 Apr 2024
Standardizing Knowledge Engineering Practices with a Reference Architecture Bradley Paul Allen Filip Ilievski 88 2 0 04 Apr 2024
Unveiling LLMs: The Evolution of Latent Representations in a Temporal Knowledge Graph Marco Bronzini Carlo Nicolini Bruno Lepri Jacopo Staiano Andrea Passerini KELM 78 6 0 04 Apr 2024
Untangle the KNOT: Interweaving Conflicting Knowledge and Reasoning Skills in Large Language Models Yantao Liu Zijun Yao Xin Lv Yuchen Fan S. Cao Jifan Yu Lei Hou Juanzi Li 105 3 0 04 Apr 2024
A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation Jifan Yu Xiaohan Zhang Yifan Xu Xuanyu Lei Zijun Yao Jing Zhang Lei Hou Juanzi Li HILM 107 2 0 04 Apr 2024
Probing Large Language Models for Scalar Adjective Lexical Semantics and Scalar Diversity Pragmatics Fangru Lin Daniel Altshuler J. Pierrehumbert 121 1 0 04 Apr 2024
MuLan: A Study of Fact Mutability in Language Models Constanza Fierro Nicolas Garneau Emanuele Bugliarello Yova Kementchedjhieva Anders Søgaard KELM HILM 67 9 0 03 Apr 2024
Scalable Model Editing via Customized Expert Networks Zihan Yao Yu He Tianyu Qi Ming Li KELM 77 5 0 03 Apr 2024
Dissecting Paraphrases: The Impact of Prompt Syntax and supplementary Information on Knowledge Retrieval from Pretrained Language Models Stephan Linzbach Dimitar Dimitrov Laura Kallmeyer Kilian Evang Hajira Jabeen Stefan Dietze KELM 88 1 0 02 Apr 2024
A Preliminary Roadmap for LLMs as Assistants in Exploring, Analyzing, and Visualizing Knowledge Graphs Harry Li G. Appleby Ashley Suh 73 9 0 01 Apr 2024
Streaming Dense Video Captioning Xingyi Zhou Anurag Arnab Shyamal Buch Shen Yan Austin Myers Xuehan Xiong Arsha Nagrani Cordelia Schmid VLM 107 42 0 01 Apr 2024
Towards Safety and Helpfulness Balanced Responses via Controllable Large Language Models Yi-Lin Tuan Xilun Chen Eric Michael Smith Louis Martin Soumya Batra Asli Celikyilmaz William Yang Wang Daniel M. Bikel 96 11 0 01 Apr 2024
UniArk: Improving Generalisation and Consistency for Factual Knowledge Extraction through Debiasing Yijun Yang Jie He Pinzhen Chen Víctor Gutiérrez-Basulto Jeff Z. Pan KELM HILM 59 0 0 01 Apr 2024