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How Much Knowledge Can You Pack Into the Parameters of a Language Model?

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2025

10 February 2020

Papers citing "How Much Knowledge Can You Pack Into the Parameters of a Language Model?"

50 / 627 papers shown

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CoTDet: Affordance Knowledge Prompting for Task Driven Object Detection Jiajin Tang Ge Zheng Jingyi Yu Sibei Yang ObjD 99 29 0 03 Sep 2023
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Yue Zhang Yafu Li Leyang Cui Deng Cai Lemao Liu ... Longyue Wang Anh Tuan Luu Freda Shi Shuming Shi Shuming Shi LRM RALM HILM 262 679 0 03 Sep 2023
Sherlock Holmes Doesn't Play Dice: The mathematics of uncertain reasoning when something may happen, that one is not even able to figure out V. L. Raju 55 1 0 01 Sep 2023
Rethinking Language Models as Symbolic Knowledge Graphs Vishwas Mruthyunjaya Pouya Pezeshkpour Estevam R. Hruschka Nikita Bhutani ELM ALM 55 13 0 25 Aug 2023
Halo: Estimation and Reduction of Hallucinations in Open-Source Weak Large Language Models Mohamed S. Elaraby Mengyin Lu Jacob Dunn Xueying Zhang Yu Wang Shizhu Liu Pingchuan Tian Yuping Wang Yuxuan Wang HILM 217 32 0 22 Aug 2023
Anonymity at Risk? Assessing Re-Identification Capabilities of Large Language Models Alex Nyffenegger Matthias Sturmer Joel Niklaus 132 10 0 22 Aug 2023
Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs? Kai Sun Yongjun Xu Hanwen Zha Yue Liu Xinhsuai Dong AI4MH 232 167 0 20 Aug 2023
DocTER: Evaluating Document-based Knowledge Editing Suhang Wu Minlong Peng Minlong Peng Y. Lin Wenbo Li Mingming Sun Jinsong Su KELM 110 35 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 190 115 0 17 Aug 2023
MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models Yilin Wen Zifeng Wang Jimeng Sun ReLM 235 97 0 17 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 133 70 0 14 Aug 2023
WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine Siqiao Xue Fan Zhou Y. Xu Ming Jin Qingsong Wen ... Jun Zhou Shuo Xie D. Xiu James Y. Zhang Hongyuan Mei RALM AIFin 108 17 0 10 Aug 2023
On the Unexpected Abilities of Large Language Models S. Nolfi LRM 139 12 0 09 Aug 2023
KITLM: Domain-Specific Knowledge InTegration into Language Models for Question AnsweringICON (ICON), 2024 Ankush Agarwal Sakharam Gawade A. Azad P. Bhattacharyya KELM 81 7 0 07 Aug 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 138 185 0 31 Jul 2023
Unveiling Security, Privacy, and Ethical Concerns of ChatGPT Xiaodong Wu R. Duan Jianbing Ni SILM 94 239 0 26 Jul 2023
Evaluating the Ripple Effects of Knowledge Editing in Language Models Roi Cohen Eden Biran Ori Yoran Amir Globerson Mor Geva KELM 175 207 0 24 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 107 108 0 13 Jul 2023
Single Sequence Prediction over Reasoning Graphs for Multi-hop QA Gowtham Ramesh Makesh Narsimhan Sreedhar Junjie Hu 144 8 0 01 Jul 2023
Multimodal Prompt Retrieval for Generative Visual Question Answering Timothy Ossowski Junjie Hu 68 2 0 30 Jun 2023
Knowledge Base Completion for Long-Tail Entities Lihu Chen Simon Razniewski Gerhard Weikum KELM 96 8 0 30 Jun 2023
Fine-tuning Large Enterprise Language Models via Ontological Reasoning Teodoro Baldazzi Luigi Bellomarini S. Ceri Andrea Colombo Andrea Gentili Emanuel Sallinger 95 31 0 19 Jun 2023
Universal Information Extraction with Meta-Pretrained Self-Retrieval Yu Bowen Mengcheng Fang Tingwen Liu Haiyang Yu Zhongkai Hu Fei Huang Yongbin Li Bin Wang RALM SSL 100 9 0 18 Jun 2023
Towards Benchmarking and Improving the Temporal Reasoning Capability of Large Language Models Qingyu Tan Hwee Tou Ng Lidong Bing LRM 143 34 0 15 Jun 2023
Questioning the Survey Responses of Large Language Models Ricardo Dominguez-Olmedo Moritz Hardt Celestine Mendler-Dünner 209 45 0 13 Jun 2023
WebGLM: Towards An Efficient Web-Enhanced Question Answering System with Human Preferences Xiao Liu Hanyu Lai Hao Yu Yifan Xu Aohan Zeng Zhengxiao Du Peng Zhang Yuxiao Dong Jie Tang 112 112 0 13 Jun 2023
The Effect of Masking Strategies on Knowledge Retention by Language Models Jonas Wallat Tianyi Zhang Avishek Anand KELM CLL 57 0 0 12 Jun 2023
Triggering Multi-Hop Reasoning for Question Answering in Language Models using Soft Prompts and Random Walks Kanishka Misra Cicero Nogueira dos Santos Siamak Shakeri KELM LRM 77 2 0 06 Jun 2023
Commonsense Knowledge Transfer for Pre-trained Language Models Wangchunshu Zhou Ronan Le Bras Yejin Choi KELM LRM 90 5 0 04 Jun 2023
On Knowledge Editing in Federated Learning: Perspectives, Challenges, and Future Directions Leijie Wu Song Guo Junxiao Wang Zicong Hong Jie Zhang Jingren Zhou KELM 134 4 0 02 Jun 2023
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey Chen Ling Xujiang Zhao Jiaying Lu Chengyuan Deng Can Zheng ... Chris White Quanquan Gu Jian Pei Carl Yang Liang Zhao ALM 242 175 0 30 May 2023
Decoding the Underlying Meaning of Multimodal Hateful Memes Ming Shan Hee Wen-Haw Chong Roy Ka-wei Lee 150 46 0 28 May 2023
Plug-and-Play Document Modules for Pre-trained Models Chaojun Xiao Zhengyan Zhang Xu Han Chi-Min Chan Yankai Lin Zhiyuan Liu Xiangyang Li Zhonghua Li Bo Zhao Maosong Sun KELM 142 9 0 28 May 2023
Detecting Edit Failures In Large Language Models: An Improved Specificity Benchmark J. Hoelscher-Obermaier Julia Persson Esben Kran Ioannis Konstas Fazl Barez KELM 170 66 0 27 May 2023
Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In Zichun Yu Chenyan Xiong S. Yu Zhiyuan Liu KELM VLM 138 75 0 27 May 2023
Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation Niels Mündler Jingxuan He Slobodan Jenko Martin Vechev HILM 147 133 0 25 May 2023
ConvGQR: Generative Query Reformulation for Conversational Search Fengran Mo Kelong Mao Yutao Zhu Yihong Wu Kaiyu Huang J. Nie 185 61 0 25 May 2023
A RelEntLess Benchmark for Modelling Graded Relations between Named Entities Asahi Ushio Jose Camacho-Collados Steven Schockaert 98 1 0 24 May 2023
Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback Katherine Tian E. Mitchell Allan Zhou Archit Sharma Rafael Rafailov Huaxiu Yao Chelsea Finn Christopher D. Manning 246 455 0 24 May 2023
Mitigating Temporal Misalignment by Discarding Outdated Facts Michael J.Q. Zhang Eunsol Choi KELM HILM 123 20 0 24 May 2023
Measuring the Knowledge Acquisition-Utilization Gap in Pretrained Language Models Amirhossein Kazemnejad Mehdi Rezagholizadeh Prasanna Parthasarathi Sarath Chandar ELM 81 2 0 24 May 2023
A Causal View of Entity Bias in (Large) Language Models Fei Wang Wen-An Mo Yiwei Wang Wenxuan Zhou Muhao Chen 122 16 0 24 May 2023
Evaluating and Modeling Attribution for Cross-Lingual Question Answering Benjamin Muller John Wieting J. Clark Tom Kwiatkowski Sebastian Ruder Livio Baldini Soares Roee Aharoni Jonathan Herzig Xinyi Wang HILM 147 22 0 23 May 2023
Language Models with Rationality Nora Kassner Oyvind Tafjord Ashish Sabharwal Kyle Richardson Hinrich Schütze Peter Clark ReLM KELM LRM 156 19 0 23 May 2023
Can Language Models Understand Physical Concepts? Lei Li Jingjing Xu Qingxiu Dong Ce Zheng Qi Liu Lingpeng Kong Xu Sun ALM 83 24 0 23 May 2023
Polyglot or Not? Measuring Multilingual Encyclopedic Knowledge in Foundation Models Tim Schott Daniel Furman Shreshta Bhat ELM 119 5 0 23 May 2023
Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts Jian Xie Kai Zhang Jiangjie Chen Renze Lou Yu-Chuan Su RALM 469 218 0 22 May 2023
Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting Xinlu Zhang Shiyang Li Xianjun Yang Chenxin Tian Yao Qin Linda R. Petzold 173 11 0 22 May 2023
Model Analysis & Evaluation for Ambiguous Question Answering Konstantinos Papakostas Irene Papadopoulou ELM 38 1 0 21 May 2023
Evaluating Open-QA Evaluation Cunxiang Wang Sirui Cheng Qipeng Guo Yuanhao Yue Bowen Ding Zhikun Xu Yidong Wang Xiangkun Hu Zheng Zhang Yue Zhang ELM 175 38 0 21 May 2023

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How Much Knowledge Can You Pack Into the Parameters of a Language Model?

Papers citing "How Much Knowledge Can You Pack Into the Parameters of a Language Model?"