v1v2 (latest)

Language Models as Knowledge Bases?

3 September 2019

Patrick Lewis

ArXiv (abs)PDF HTML Github (1382★)

Papers citing "Language Models as Knowledge Bases?"

50 / 1,722 papers shown

Title
DREditor: An Time-efficient Approach for Building a Domain-specific Dense Retrieval Model Chen Huang Duanyu Feng Wenqiang Lei Jiancheng Lv 128 2 0 23 Jan 2024
Cheap Learning: Maximising Performance of Language Models for Social Data Science Using Minimal Data Leonardo Castro-Gonzalez Yi-Ling Chung Hannak Rose Kirk John Francis Angus R. Williams Pica Johansson Jonathan Bright 85 1 0 22 Jan 2024
Temporal Blind Spots in Large Language Models Jonas Wallat Adam Jatowt Avishek Anand 132 3 0 22 Jan 2024
Synergizing Machine Learning & Symbolic Methods: A Survey on Hybrid Approaches to Natural Language Processing Rrubaa Panchendrarajan A. Zubiaga 96 10 0 22 Jan 2024
Blinded by Generated Contexts: How Language Models Merge Generated and Retrieved Contexts When Knowledge Conflicts? Hexiang Tan Fei Sun Wanli Yang Yuanzhuo Wang Qi Cao Xueqi Cheng 152 23 0 22 Jan 2024
In-context Learning with Retrieved Demonstrations for Language Models: A Survey an Luo Xin Xu Yue Liu Panupong Pasupat Mehran Kazemi RALM 164 70 0 21 Jan 2024
Language Models as Hierarchy Encoders Yuan He Moy Yuan Jiaoyan Chen Ian Horrocks 96 12 0 21 Jan 2024
Finding a Needle in the Adversarial Haystack: A Targeted Paraphrasing Approach For Uncovering Edge Cases with Minimal Distribution Distortion Aly M. Kassem Sherif Saad AAML 74 1 0 21 Jan 2024
Knowledge Verification to Nip Hallucination in the Bud Fanqi Wan Xinting Huang Leyang Cui Xiaojun Quan Wei Bi Shuming Shi HILM 64 4 0 19 Jan 2024
Progressive Distillation Based on Masked Generation Feature Method for Knowledge Graph Completion Cunhang Fan Yujie Chen Jun Xue Yonghui Kong Jianhua Tao Zhao Lv 91 3 0 19 Jan 2024
Leveraging Biases in Large Language Models: "bias-kNN'' for Effective Few-Shot Learning Yong Zhang Hanzhang Li Zhitao Li Ning Cheng Ming Li Jing Xiao Jianzong Wang 85 3 0 18 Jan 2024
LOCALINTEL: Generating Organizational Threat Intelligence from Global and Local Cyber Knowledge Shaswata Mitra Subash Neupane Trisha Chakraborty Sudip Mittal Aritran Piplai Manas Gaur Shahram Rahimi 128 27 0 18 Jan 2024
How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering Jinxi Liu S. Cao Jiaxin Shi Tingjian Zhang Lunyiu Nie Linmei Hu Lei Hou Juanzi Li ELM 67 4 0 11 Jan 2024
ConcEPT: Concept-Enhanced Pre-Training for Language Models Xintao Wang Zhouhong Gu Jiaqing Liang Dakuan Lu Yanghua Xiao Wei Wang 83 1 0 11 Jan 2024
A Novel Prompt-tuning Method: Incorporating Scenario-specific Concepts into a Verbalizer Yong Ma Senlin Luo Yu-Ming Shang Zhengjun Li Yong Liu VLM 59 2 0 10 Jan 2024
Narrowing the Knowledge Evaluation Gap: Open-Domain Question Answering with Multi-Granularity Answers G. Yona Roee Aharoni Mor Geva ELM 76 14 0 09 Jan 2024
IDoFew: Intermediate Training Using Dual-Clustering in Language Models for Few Labels Text Classification Abdullah Alsuhaibani Hamad Zogan Imran Razzak Shoaib Jameel Guandong Xu 89 6 0 08 Jan 2024
A Joint-Reasoning based Disease Q&A System Prakash Chandra Sukhwal Vaibhav Rajan A. Kankanhalli LM&MA AI4MH 56 0 0 06 Jan 2024
Prompt Decoupling for Text-to-Image Person Re-identification Weihao Li Lei Tan Pingyang Dai Yan Zhang VLM 72 0 0 04 Jan 2024
Understanding LLMs: A Comprehensive Overview from Training to Inference Yi-Hsueh Liu Haoyang He Tianle Han Xu-Yao Zhang Mengyuan Liu ... Xintao Hu Tuo Zhang Ning Qiang Tianming Liu Bao Ge SyDa 166 80 0 04 Jan 2024
A Comprehensive Study of Knowledge Editing for Large Language Models Ningyu Zhang Yunzhi Yao Bo Tian Peng Wang Shumin Deng ... Lei Liang Qing Cui Xiao-Jun Zhu Jun Zhou Huajun Chen KELM 176 89 0 02 Jan 2024
Digger: Detecting Copyright Content Mis-usage in Large Language Model Training Haodong Li Gelei Deng Yi Liu Kailong Wang Yuekang Li Tianwei Zhang Yang Liu Guoai Xu Guosheng Xu Haoyu Wang 100 26 0 01 Jan 2024
Trace and Edit Relation Associations in GPT Jiahang Li Taoyu Chen Yuanli Wang KELM 41 4 0 30 Dec 2023
Multi-Prompts Learning with Cross-Modal Alignment for Attribute-based Person Re-Identification Yajing Zhai Yawen Zeng Zhiyong Huang Zheng Qin Xin Jin Dandan Cao 66 18 0 28 Dec 2023
Align on the Fly: Adapting Chatbot Behavior to Established Norms Chunpu Xu Steffi Chern Ethan Chern Ge Zhang Zekun Wang Ruibo Liu Jing Li Jie Fu Pengfei Liu 79 20 0 26 Dec 2023
More than Correlation: Do Large Language Models Learn Causal Representations of Space? Yida Chen Yixian Gan Sijia Li Li Yao Xiaohan Zhao LRM 80 6 0 26 Dec 2023
LlaMaVAE: Guiding Large Language Model Generation via Continuous Latent Sentence Spaces Yingji Zhang Danilo S. Carvalho Ian Pratt-Hartmann André Freitas VLM 82 2 0 20 Dec 2023
Implicit Affordance Acquisition via Causal Action-Effect Modeling in the Video Domain Hsiu-yu Yang Carina Silberer 63 1 0 18 Dec 2023
Retrieval-Augmented Generation for Large Language Models: A Survey Yunfan Gao Yun Xiong Xinyu Gao Kangxiang Jia Jinliu Pan Yuxi Bi Yi Dai Jiawei Sun Meng Wang Haofen Wang 3DV RALM 347 1,846 1 18 Dec 2023
SA $^2$ VP: Spatially Aligned-and-Adapted Visual Prompt Wenjie Pei Tongqi Xia Fanglin Chen Jinsong Li Jiandong Tian Guangming Lu VLM VPVLM 63 11 0 16 Dec 2023
LoRAMoE: Alleviate World Knowledge Forgetting in Large Language Models via MoE-Style Plugin Shihan Dou Enyu Zhou Yan Liu Songyang Gao Jun Zhao ... Jiang Zhu Rui Zheng Tao Gui Qi Zhang Xuanjing Huang CLL MoE KELM 83 36 0 15 Dec 2023
The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive Conversation Rongwu Xu Brian S. Lin Shujian Yang Tianqi Zhang Weiyan Shi Tianwei Zhang Zhixuan Fang Wei Xu Han Qiu 176 61 0 14 Dec 2023
Knowledge-Aware Artifact Image Synthesis with LLM-Enhanced Prompting and Multi-Source Supervision Shengguang Wu Zhenglun Chen Qi Su DiffM 45 0 0 13 Dec 2023
Helping Language Models Learn More: Multi-dimensional Task Prompt for Few-shot Tuning Jinta Weng Jiarui Zhang Yue Hu Daidong Fa Xiaofeng Xu Heyan Huang 62 1 0 13 Dec 2023
Large language models in healthcare and medical domain: A review Zabir Al Nazi Wei Peng LM&MA 89 165 0 12 Dec 2023
Exploring Large Language Models to Facilitate Variable Autonomy for Human-Robot Teaming Younes Lakhnati Max Pascher Jens Gerken LLMAG LM&Ro 85 4 0 12 Dec 2023
LLMs Perform Poorly at Concept Extraction in Cyber-security Research Literature Maxime Wursch Andrei Kucharavy Dimitri Percia David Alain Mermoud 81 6 0 12 Dec 2023
NovaCOMET: Open Commonsense Foundation Models with Symbolic Knowledge Distillation Peter West Ronan Le Bras Taylor Sorensen Bill Yuchen Lin Liwei Jiang ... Khyathi Chandu Jack Hessel Ashutosh Baheti Chandra Bhagavatula Yejin Choi VLM 78 10 0 10 Dec 2023
Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs O. Ovadia Menachem Brief Moshik Mishaeli Oren Elisha RALM 116 153 0 10 Dec 2023
History Matters: Temporal Knowledge Editing in Large Language Model Xunjian Yin Jin Jiang Liming Yang Xiaojun Wan KELM 81 13 0 09 Dec 2023
Making Large Language Models Better Knowledge Miners for Online Marketing with Progressive Prompting Augmentation Chunjing Gan Dan Yang Binbin Hu Ziqi Liu Yue Shen Qing Cui Jinjie Gu Jun Zhou Guannan Zhang 121 5 0 08 Dec 2023
Deep Emotions Across Languages: A Novel Approach for Sentiment Propagation in Multilingual WordNets Jan Kocoñ 65 5 0 07 Dec 2023
CLadder: Assessing Causal Reasoning in Language Models Zhijing Jin Yuen Chen Felix Leeb Luigi Gresele Ojasv Kamal ... Kevin Blin Fernando Gonzalez Adauto Max Kleiman-Weiner Mrinmaya Sachan Bernhard Schölkopf ReLM ELM LRM 117 79 0 07 Dec 2023
Is Bigger and Deeper Always Better? Probing LLaMA Across Scales and Layers Nuo Chen Ning Wu Shining Liang Ming Gong Linjun Shou Dongmei Zhang Jia Li LRM 68 14 0 07 Dec 2023
FoMo Rewards: Can we cast foundation models as reward functions? Ekdeep Singh Lubana Johann Brehmer P. D. Haan Taco S. Cohen OffRL LRM 99 3 0 06 Dec 2023
Building Trustworthy NeuroSymbolic AI Systems: Consistency, Reliability, Explainability, and Safety Manas Gaur Amit P. Sheth 67 17 0 05 Dec 2023
Evaluating Dependencies in Fact Editing for Language Models: Specificity and Implication Awareness Zichao Li Ines Arous Siva Reddy Jackie CK Cheung KELM 60 13 0 04 Dec 2023
Jellyfish: A Large Language Model for Data Preprocessing Haochen Zhang Yuyang Dong Chuan Xiao Masafumi Oyamada 125 27 0 04 Dec 2023
The Cost of Compression: Investigating the Impact of Compression on Parametric Knowledge in Language Models Srinath Namburi Makesh Narsimhan Sreedhar Srinath Srinivasan Frederic Sala MQ 77 11 0 01 Dec 2023
IAG: Induction-Augmented Generation Framework for Answering Reasoning Questions Zhebin Zhang Xinyu Zhang Yuanhang Ren Saijiang Shi Meng Han Yongkang Wu Ruofei Lai Bo Zhao RALM LRM 56 16 0 30 Nov 2023