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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
Are Emergent Abilities in Large Language Models just In-Context Learning? Sheng Lu Irina Bigoulaeva Rachneet Sachdeva Harish Tayyar Madabushi Iryna Gurevych LRM ELM ReLM 160 100 0 04 Sep 2023
Parameter and Computation Efficient Transfer Learning for Vision-Language Pre-trained Models Qiong Wu Wei Yu Yiyi Zhou Shubin Huang Xiaoshuai Sun Rongrong Ji VLM 88 7 0 04 Sep 2023
CoTDet: Affordance Knowledge Prompting for Task Driven Object Detection Jiajin Tang Ge Zheng Jingyi Yu Sibei Yang ObjD 85 22 0 03 Sep 2023
Explainability for Large Language Models: A Survey Haiyan Zhao Hanjie Chen Fan Yang Ninghao Liu Huiqi Deng Hengyi Cai Shuaiqiang Wang D. Yin Jundong Li LRM 110 472 0 02 Sep 2023
Taken out of context: On measuring situational awareness in LLMs Lukas Berglund Asa Cooper Stickland Mikita Balesni Max Kaufmann Meg Tong Tomasz Korbak Daniel Kokotajlo Owain Evans LLMAG LRM 118 69 0 01 Sep 2023
BatchPrompt: Accomplish more with less Jianzhe Lin Maurice Diesendruck Liang Du Robin Abraham LRM 96 10 0 01 Sep 2023
Large Language Models as Data Preprocessors Haochen Zhang Yuyang Dong Chuan Xiao Masafumi Oyamada 79 33 0 30 Aug 2023
Optimizing Factual Accuracy in Text Generation through Dynamic Knowledge Selection Hongjin Qian Zhicheng Dou Jiejun Tan Haonan Chen Haoqi Gu Ruofei Lai Xinyu Zhang Bo Zhao Ji-Rong Wen 58 2 0 30 Aug 2023
TaskLAMA: Probing the Complex Task Understanding of Language Models Quan Yuan Mehran Kazemi Xinyuan Xu Isaac Noble Vaiva Imbrasaite Deepak Ramachandran LRM 70 12 0 29 Aug 2023
LMSanitator: Defending Prompt-Tuning Against Task-Agnostic Backdoors Chengkun Wei Wenlong Meng Zhikun Zhang M. Chen Ming-Hui Zhao Wenjing Fang Lei Wang Zihui Zhang Wenzhi Chen AAML 70 11 0 26 Aug 2023
ISR-LLM: Iterative Self-Refined Large Language Model for Long-Horizon Sequential Task Planning Zhehua Zhou Jiayang Song Kunpeng Yao Zhan Shu Lei Ma 86 66 0 26 Aug 2023
Rethinking Language Models as Symbolic Knowledge Graphs Vishwas Mruthyunjaya Pouya Pezeshkpour Estevam R. Hruschka Nikita Bhutani ELM ALM 41 12 0 25 Aug 2023
LLM2KB: Constructing Knowledge Bases using instruction tuned context aware Large Language Models Anmol Nayak Hariprasad Timmapathini 59 4 0 25 Aug 2023
Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons Yuheng Chen Pengfei Cao Yubo Chen Kang Liu Jun Zhao KELM 97 49 0 25 Aug 2023
CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No Hualiang Wang Yi Li Huifeng Yao Xuelong Li VLM OODD 135 108 0 23 Aug 2023
GOPro: Generate and Optimize Prompts in CLIP using Self-Supervised Learning Mainak Singha Ankit Jha Biplab Banerjee VLM 77 4 0 22 Aug 2023
Anonymity at Risk? Assessing Re-Identification Capabilities of Large Language Models Alex Nyffenegger Matthias Sturmer Joel Niklaus 101 7 0 22 Aug 2023
Turning a CLIP Model into a Scene Text Spotter Wenwen Yu Yuliang Liu Xingkui Zhu H. Cao Xing Sun Xiang Bai VLM CLIP 84 12 0 21 Aug 2023
ExpeL: LLM Agents Are Experiential Learners Andrew Zhao Daniel Huang Quentin Xu Matthieu Lin Yang Liu Gao Huang LLMAG 125 227 0 20 Aug 2023
Eva-KELLM: A New Benchmark for Evaluating Knowledge Editing of LLMs Suhang Wu Minlong Peng Yue Chen Jinsong Su Mingming Sun KELM 88 39 0 19 Aug 2023
Linearity of Relation Decoding in Transformer Language Models Evan Hernandez Arnab Sen Sharma Tal Haklay Kevin Meng Martin Wattenberg Jacob Andreas Yonatan Belinkov David Bau KELM 94 100 0 17 Aug 2023
PMET: Precise Model Editing in a Transformer Xiaopeng Li Shasha Li Shangwen Wang Jing Yang Jun Ma Jie Yu KELM 165 135 0 17 Aug 2023
Semantic Consistency for Assuring Reliability of Large Language Models Harsh Raj Vipul Gupta Domenic Rosati Subhabrata Majumdar HILM 189 14 0 17 Aug 2023
Tem-adapter: Adapting Image-Text Pretraining for Video Question Answer Guangyi Chen Xiao Liu Guangrun Wang Kun Zhang Philip H.S.Torr Xiaoping Zhang Yansong Tang 119 19 0 16 Aug 2023
Challenges and Opportunities of Using Transformer-Based Multi-Task Learning in NLP Through ML Lifecycle: A Survey Lovre Torbarina Tin Ferkovic Lukasz Roguski Velimir Mihelčić Bruno Šarlija Z. Kraljevic 84 5 0 16 Aug 2023
A Survey on Model Compression for Large Language Models Xunyu Zhu Jian Li Yong Liu Can Ma Weiping Wang 143 233 0 15 Aug 2023
EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models Peng Wang Ningyu Zhang Bo Tian Zekun Xi Yunzhi Yao ... Shuyang Cheng Kangwei Liu Yuansheng Ni Guozhou Zheng Huajun Chen KELM 89 57 0 14 Aug 2023
Approximating Human-Like Few-shot Learning with GPT-based Compression C.-Y. Huang Yuqing Xie Zhiying Jiang Jimmy J. Lin Ming Li 65 9 0 14 Aug 2023
Large Language Models and Knowledge Graphs: Opportunities and Challenges Jeff Z. Pan Simon Razniewski Jan-Christoph Kalo Sneha Singhania Jiaoyan Chen ... Gerard de Melo A. Bonifati Edlira Vakaj M. Dragoni D. Graux KELM 97 78 0 11 Aug 2023
Learning Deductive Reasoning from Synthetic Corpus based on Formal Logic Terufumi Morishita Gaku Morio Atsuki Yamaguchi Yasuhiro Sogawa ReLM LRM AI4CE ELM 105 26 0 11 Aug 2023
Seeing in Flowing: Adapting CLIP for Action Recognition with Motion Prompts Learning Qianqian Wang Junlong Du Ke Yan Shouhong Ding VLM 74 18 0 09 Aug 2023
On the Unexpected Abilities of Large Language Models S. Nolfi LRM 95 11 0 09 Aug 2023
CLEVA: Chinese Language Models EVAluation Platform Yanyang Li Jianqiao Zhao Duo Zheng Zi-Yuan Hu Zhi Chen ... Yongfeng Huang Shijia Huang Dahua Lin Michael R. Lyu Liwei Wang ALM ELM 103 11 0 09 Aug 2023
PromptCARE: Prompt Copyright Protection by Watermark Injection and Verification Hongwei Yao Jian Lou Kui Ren Zhan Qin AAML VLM 113 31 0 05 Aug 2023
Beyond Generic: Enhancing Image Captioning with Real-World Knowledge using Vision-Language Pre-Training Model Ka Leong Cheng Wenpo Song Zheng Ma Wenhao Zhu Zi-Yue Zhu Jianbing Zhang CLIP VLM 67 11 0 02 Aug 2023
Generative Models as a Complex Systems Science: How can we make sense of large language model behavior? Ari Holtzman Peter West Luke Zettlemoyer AI4CE 105 15 0 31 Jul 2023
Learning to Model the World with Language Jessy Lin Yuqing Du Olivia Watkins Danijar Hafner Pieter Abbeel Dan Klein Anca Dragan LM&Ro SyDa 135 55 0 31 Jul 2023
LLMs4OL: Large Language Models for Ontology Learning Hamed Babaei Giglou Jennifer D'Souza Sören Auer 73 79 0 31 Jul 2023
When Large Language Models Meet Personalization: Perspectives of Challenges and Opportunities Jin Chen Zheng Liu Xunpeng Huang Chenwang Wu Qi Liu ... Yuxuan Lei Xiaolong Chen Xingmei Wang Defu Lian Enhong Chen ALM 99 132 0 31 Jul 2023
Select and Augment: Enhanced Dense Retrieval Knowledge Graph Augmentation Micheal Abaho Yousef H. Alfaifi 57 2 0 28 Jul 2023
Evaluating the Ripple Effects of Knowledge Editing in Language Models Roi Cohen Eden Biran Ori Yoran Amir Globerson Mor Geva KELM 110 180 0 24 Jul 2023
CommonsenseVIS: Visualizing and Understanding Commonsense Reasoning Capabilities of Natural Language Models Xingbo Wang Renfei Huang Zhihua Jin Tianqing Fang Huamin Qu VLM ReLM LRM 139 2 0 23 Jul 2023
Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community Qingyao Ai Ting Bai Bo Zhao Yi-Ju Chang Jiawei Chen ... Peng Zhang Fan Zhang Wei-na Zhang Hao Fei Xiaofei Zhu 102 62 0 19 Jul 2023
Thrust: Adaptively Propels Large Language Models with External Knowledge Xinran Zhao Hongming Zhang Xiaoman Pan Wenlin Yao Dong Yu Jianshu Chen KELM 170 5 0 19 Jul 2023
A Dialogue System for Assessing Activities of Daily Living: Improving Consistency with Grounded Knowledge Zhecheng Sheng Raymond L. Finzel M. Lucke Sheena Dufresne Maria Gini Serguei V. S. Pakhomov 39 0 0 15 Jul 2023
Generating Benchmarks for Factuality Evaluation of Language Models Dor Muhlgay Ori Ram Inbal Magar Yoav Levine Nir Ratner Yonatan Belinkov Omri Abend Kevin Leyton-Brown Amnon Shashua Y. Shoham HILM 74 98 0 13 Jul 2023
Pluggable Neural Machine Translation Models via Memory-augmented Adapters Yuzhuang Xu Shuo Wang Peng Li Xuebo Liu Xiaolong Wang Weidong Liu Yang Liu 104 1 0 12 Jul 2023
Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs Zhikai Chen Haitao Mao Hang Li Wei Jin Haifang Wen ... Shuaiqiang Wang D. Yin Wenqi Fan Hui Liu Jiliang Tang AI4CE 189 288 0 07 Jul 2023
Extracting Multi-valued Relations from Language Models Sneha Singhania Simon Razniewski Gerhard Weikum KELM 81 4 0 06 Jul 2023
KoRC: Knowledge oriented Reading Comprehension Benchmark for Deep Text Understanding Zijun Yao Yantao Liu Xin Lv S. Cao Jifan Yu Lei Hou Juanzi Li 88 11 0 06 Jul 2023