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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

Title
AmbigDocs: Reasoning across Documents on Different Entities under the Same Name Yoonsang Lee Xi Ye Eunsol Choi 135 16 0 18 Apr 2024
De-DSI: Decentralised Differentiable Search Index Petru Neague Marcel Gregoriadis Johan Pouwelse 158 3 0 18 Apr 2024
MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory Ali Modarressi Abdullatif Köksal Ayyoob Imani Mohsen Fayyaz Hinrich Schütze KELM 302 19 0 17 Apr 2024
Towards Practical Tool Usage for Continually Learning LLMs Jerry Huang Prasanna Parthasarathi Mehdi Rezagholizadeh Sarath Chandar CLL KELM 124 7 0 14 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 173 12 0 08 Apr 2024
Context versus Prior Knowledge in Language Models Kevin Du Vésteinn Snaebjarnarson Niklas Stoehr Jennifer C. White Aaron Schein Robert Bamler 158 16 0 06 Apr 2024
Scope Ambiguities in Large Language Models Gaurav Kamath Sebastian Schuster Sowmya Vajjala Siva Reddy 107 11 0 05 Apr 2024
Learning to Plan and Generate Text with Citations Constanza Fierro Reinald Kim Amplayo Fantine Huot Nicola De Cao Joshua Maynez Shashi Narayan Mirella Lapata 126 24 0 04 Apr 2024
Scalable Model Editing via Customized Expert Networks Zihan Yao Yu He Tianyu Qi Ming Li KELM 111 6 0 03 Apr 2024
Towards Better Generalization in Open-Domain Question Answering by Mitigating Context Memorization Zixuan Zhang R. Reddy Kevin Small Tong Zhang Heng Ji 138 1 0 02 Apr 2024
Position-Aware Parameter Efficient Fine-Tuning Approach for Reducing Positional Bias in LLMs Zheng Zhang Fan Yang Ziyan Jiang Zheng Chen Zhengyang Zhao Chengyuan Ma Liang Zhao Yang Liu 91 7 0 01 Apr 2024
Robust and Scalable Model Editing for Large Language Models Yingfa Chen Zhengyan Zhang Xu Han Chaojun Xiao Zhiyuan Liu Chen Chen Kuai Li Tao Yang Maosong Sun KELM 71 2 0 26 Mar 2024
FIT-RAG: Black-Box RAG with Factual Information and Token Reduction Yuren Mao Xuemei Dong Wenyi Xu Yunjun Gao Bin Wei Ying Zhang 95 16 0 21 Mar 2024
Exploring Chinese Humor Generation: A Study on Two-Part Allegorical Sayings Rongwu Xu 159 3 0 16 Mar 2024
Monotonic Representation of Numeric Properties in Language Models Benjamin Heinzerling Kentaro Inui KELM MILM 144 10 0 15 Mar 2024
Knowledge Conflicts for LLMs: A Survey Rongwu Xu Zehan Qi Zhijiang Guo Cunxiang Wang Hongru Wang Yue Zhang Wei Xu 509 164 0 13 Mar 2024
Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering Hongda Sun Yuxuan Liu Chengwei Wu Haiyu Yan Cheng Tai Xin Gao Shuo Shang Rui Yan 125 15 0 08 Mar 2024
KnowledgeVIS: Interpreting Language Models by Comparing Fill-in-the-Blank Prompts Adam Joseph Coscia Alex Endert VLM 104 13 0 07 Mar 2024
Brilla AI: AI Contestant for the National Science and Maths Quiz George Boateng Jonathan Abrefah Mensah Kevin Takyi Yeboah William Edor Andrew Kojo Mensah-Onumah Naafi Dasana Ibrahim Nana Sam Yeboah 64 2 0 04 Mar 2024
Follow My Instruction and Spill the Beans: Scalable Data Extraction from Retrieval-Augmented Generation Systems Zhenting Qi Hanlin Zhang Eric Xing Sham Kakade Hima Lakkaraju SILM 165 36 0 27 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 101 5 0 25 Feb 2024
Ranking Entities along Conceptual Space Dimensions with LLMs: An Analysis of Fine-Tuning Strategies Nitesh Kumar Usashi Chatterjee Steven Schockaert 104 1 0 23 Feb 2024
Can Language Models Act as Knowledge Bases at Scale? Qiyuan He Yizhong Wang Wenya Wang KELM LRM 104 15 0 22 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 154 17 0 21 Feb 2024
Instruction-tuned Language Models are Better Knowledge Learners Zhengbao Jiang Zhiqing Sun Weijia Shi Pedro Rodriguez Chunting Zhou Graham Neubig Xi Lin Anuj Kumar Srinivasan Iyer KELM 133 49 0 20 Feb 2024
TrustScore: Reference-Free Evaluation of LLM Response Trustworthiness Danna Zheng Danyang Liu Mirella Lapata Jeff Z. Pan HILM 131 10 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 93 22 0 19 Feb 2024
KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph Jinhao Jiang Kun Zhou Wayne Xin Zhao Yang Song Chen Zhu Hengshu Zhu Ji-Rong Wen LLMAG RALM 86 50 0 17 Feb 2024
LAVE: LLM-Powered Agent Assistance and Language Augmentation for Video Editing Bryan Wang Yuliang Li Zhaoyang Lv Haijun Xia Yan Xu Raj Sodhi 129 71 0 15 Feb 2024
Copyright Traps for Large Language Models Matthieu Meeus Igor Shilov Manuel Faysse Yves-Alexandre de Montjoye 159 27 0 14 Feb 2024
Summing Up the Facts: Additive Mechanisms Behind Factual Recall in LLMs Bilal Chughtai Alan Cooney Neel Nanda HILM KELM 112 28 0 11 Feb 2024
CigaR: Cost-efficient Program Repair with LLMs Dávid Hidvégi K. Etemadi Sofia Bobadilla Martin Monperrus 124 28 0 09 Feb 2024
Large Language Models for Captioning and Retrieving Remote Sensing Images João Daniel Silva João Magalhães D. Tuia Bruno Martins 104 34 0 09 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 151 3 0 02 Feb 2024
RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval Parth Sarthi Salman Abdullah Aditi Tuli Shubh Khanna Anna Goldie Christopher D. Manning RALM 185 215 0 31 Jan 2024
Desiderata for the Context Use of Question Answering Systems Sagi Shaier Lawrence E Hunter Katharina von der Wense 173 6 0 31 Jan 2024
K-QA: A Real-World Medical Q&A Benchmark Itay Manes Naama Ronn David Cohen Ran Ilan Ber Zehavi Horowitz-Kugler Gabriel Stanovsky LM&MA HILM AI4MH 135 16 0 25 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 310 28 0 22 Jan 2024
Question Translation Training for Better Multilingual Reasoning Wenhao Zhu Shujian Huang Fei Yuan Shuaijie She Jiajun Chen Alexandra Birch LRM 226 41 0 15 Jan 2024
Editing Arbitrary Propositions in LLMs without Subject Labels Itai Feigenbaum Devansh Arpit Huan Wang Shelby Heinecke Juan Carlos Niebles Weiran Yao Caiming Xiong Silvio Savarese KELM 75 2 0 15 Jan 2024
Navigating Uncertainty: Optimizing API Dependency for Hallucination Reduction in Closed-Book Question Answering Pierre Erbacher Louis Falissard Vincent Guigue Laure Soulier HILM RALM 83 4 0 03 Jan 2024
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 99 22 0 26 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 Tao Gui Xuanjing Huang CLL MoE KELM 131 49 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 278 73 0 14 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 71 2 0 13 Dec 2023
DUnE: Dataset for Unified Editing Afra Feyza Akyürek Eric Pan Garry Kuwanto Derry Wijaya KELM 111 18 0 27 Nov 2023
Minimizing Factual Inconsistency and Hallucination in Large Language Models Muneeswaran Irulandi Shreya Saxena Siva Prasad M. V. Sai Prakash Advaith Shankar V. Varun Vishal Vaddina Saisubramaniam Gopalakrishnan HILM 103 6 0 23 Nov 2023
Physical Reasoning and Object Planning for Household Embodied Agents Ayush Agrawal Raghav Prabhakar Anirudh Goyal Dianbo Liu LM&Ro LRM 62 3 0 22 Nov 2023
Unifying Corroborative and Contributive Attributions in Large Language Models Theodora Worledge Judy Hanwen Shen Nicole Meister Caleb Winston Carlos Guestrin TDI 158 13 0 20 Nov 2023
On Retrieval Augmentation and the Limitations of Language Model Training Ting-Rui Chiang Xinyan Velocity Yu Joshua Robinson Ollie Liu Isabelle Lee Dani Yogatama RALM 104 0 0 16 Nov 2023