A Review on Language Models as Knowledge Bases

12 April 2022

Papers citing "A Review on Language Models as Knowledge Bases"

50 / 134 papers shown

Title
A Graph Perspective to Probe Structural Patterns of Knowledge in Large Language Models Utkarsh Sahu Zhisheng Qi Y. Lei Ryan Rossi Franck Dernoncourt Nesreen K. Ahmed M. Halappanavar Yao Ma Yu Wang 57 0 0 25 May 2025
Benchmarking and Rethinking Knowledge Editing for Large Language Models Guoxiu He Xin Song Futing Wang Aixin Sun KELM 44 0 0 24 May 2025
Align-GRAG: Reasoning-Guided Dual Alignment for Graph Retrieval-Augmented Generation Derong Xu Pengyue Jia Xiaopeng Li Yingyi Zhang Maolin Wang ... Yichao Wang Huifeng Guo Ruiming Tang Enhong Chen Tong Xu RALM 84 0 0 22 May 2025
Extracting Probabilistic Knowledge from Large Language Models for Bayesian Network Parameterization Aliakbar Nafar Kristen Brent Venable Zijun Cui Parisa Kordjamshidi BDL 41 0 0 21 May 2025
The Role of Visualization in LLM-Assisted Knowledge Graph Systems: Effects on User Trust, Exploration, and Workflows Harry Li G. Appleby Kenneth Alperin Steven R. Gomez Ashley Suh 35 0 0 20 May 2025
Atomic Consistency Preference Optimization for Long-Form Question Answering Jingfeng Chen Raghuveer Thirukovalluru Junlin Wang Kaiwei Luo Bhuwan Dhingra KELM HILM 69 0 0 14 May 2025
DeltaEdit: Enhancing Sequential Editing in Large Language Models by Controlling Superimposed Noise Ding Cao Yuchen Cai Rongxi Guo Xiaoxiao He Guiquan Liu KELM 166 0 0 12 May 2025
Generative AI for Research Data Processing: Lessons Learnt From Three Use Cases Modhurita Mitra Martine G. de Vos Nicola Cortinovis Dawa Ometto 72 0 0 22 Apr 2025
Mitigating LLM Hallucinations with Knowledge Graphs: A Case Study Harry Li G. Appleby Kenneth Alperin Steven R. Gomez Ashley Suh 142 0 0 16 Apr 2025
From Tokens to Lattices: Emergent Lattice Structures in Language Models Bo Xiong Steffen Staab LRM 62 1 0 04 Apr 2025
Knowledge Updating? No More Model Editing! Just Selective Contextual Reasoning Guoxiu He Xin Song Aixin Sun KELM 125 5 0 07 Mar 2025
From Language to Cognition: How LLMs Outgrow the Human Language Network Badr AlKhamissi Greta Tuckute Yingtian Tang Taha Binhuraib Antoine Bosselut Martin Schrimpf ALM 447 3 0 03 Mar 2025
ECLeKTic: a Novel Challenge Set for Evaluation of Cross-Lingual Knowledge Transfer Omer Goldman Uri Shaham Dan Malkin Sivan Eiger Avinatan Hassidim ... Shruti Rijhwani Laura Rimell Idan Szpektor Reut Tsarfaty Matan Eyal 115 7 0 28 Feb 2025
Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Songlin Xu Hao-Ning Wen Hongyi Pan Dallas Dominguez Dongyin Hu Xinyu Zhang 137 1 0 04 Feb 2025
Detecting harassment and defamation in cyberbullying with emotion-adaptive training Peiling Yi A. Zubiaga Yunfei Long 164 0 0 28 Jan 2025
360Brew: A Decoder-only Foundation Model for Personalized Ranking and Recommendation Hamed Firooz Maziar Sanjabi Adrian Englhardt Aman Gupta Ben Levine ... Xiaoling Zhai Ya Xu Yu Wang Yun Dai Yun Dai ALM 141 4 0 27 Jan 2025
Lost-in-Distance: Impact of Contextual Proximity on LLM Performance in Graph Tasks Hamed Firooz Maziar Sanjabi Wenlong Jiang Xiaoling Zhai 139 3 0 03 Jan 2025
SafeWorld: Geo-Diverse Safety Alignment Da Yin Haoyi Qiu Kung-Hsiang Huang Kai-Wei Chang Nanyun Peng 121 8 0 09 Dec 2024
Neon: News Entity-Interaction Extraction for Enhanced Question Answering Sneha Singhania Silviu Cucerzan Allen Herring S. Jauhar KELM 123 0 0 19 Nov 2024
Continual Memorization of Factoids in Language Models Howard Chen Jiayi Geng Adithya Bhaskar Dan Friedman Danqi Chen KELM 119 1 0 11 Nov 2024
Aegis:An Advanced LLM-Based Multi-Agent for Intelligent Functional Safety Engineering Lu Shi Bin Qi Jiarui Luo Yang Zhang Zhanzhao Liang Zhaowei Gao Wenke Deng Lin Sun 35 2 0 16 Oct 2024
A Theoretical Survey on Foundation Models Shi Fu Yuzhu Chen Yingjie Wang Dacheng Tao 78 0 0 15 Oct 2024
Probing Language Models on Their Knowledge Source Zineddine Tighidet Andrea Mogini Jiali Mei Benjamin Piwowarski Patrick Gallinari KELM 66 1 0 08 Oct 2024
Gradual Learning: Optimizing Fine-Tuning with Partially Mastered Knowledge in Large Language Models Bozhou Li Hao Liang Yang Li Fangcheng Fu Hongzhi Yin Conghui He Wentao Zhang KELM CLL 85 0 0 08 Oct 2024
Correlation and Navigation in the Vocabulary Key Representation Space of Language Models Letian Peng Chenyang An Jingbo Shang KELM 61 0 0 03 Oct 2024
Undesirable Memorization in Large Language Models: A Survey Ali Satvaty Suzan Verberne Fatih Turkmen ELM PILM 194 7 0 03 Oct 2024
Past Meets Present: Creating Historical Analogy with Large Language Models Nianqi Li Siyu Yuan Jiangjie Chen Jiaqing Liang Feng Wei Zujie Liang Deqing Yang Yanghua Xiao 78 0 0 23 Sep 2024
Temporally Consistent Factuality Probing for Large Language Models Ashutosh Bajpai Aaryan Goyal Atif Anwer Tanmoy Chakraborty HILM 82 1 0 21 Sep 2024
The Factuality of Large Language Models in the Legal Domain Rajaa El Hamdani Thomas Bonald Fragkiskos D. Malliaros Nils Holzenberger Fabian M. Suchanek AILaw HILM 110 1 0 18 Sep 2024
OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System Xin Xu Zekun Xi Yujie Luo Peng Wang Bozhong Tian ... Lei Liang Qing Cui Xiaowei Zhu Jun Zhou Huajun Chen KELM 96 7 0 09 Sep 2024
Logically Consistent Language Models via Neuro-Symbolic Integration Diego Calanzone Stefano Teso Antonio Vergari LRM 117 8 0 09 Sep 2024
Seemingly Plausible Distractors in Multi-Hop Reasoning: Are Large Language Models Attentive Readers? Neeladri Bhuiya Viktor Schlegel Stefan Winkler LRM 69 7 0 08 Sep 2024
Project SHADOW: Symbolic Higher-order Associative Deductive reasoning On Wikidata using LM probing Hanna Abi Akl BDL 101 0 0 27 Aug 2024
A Hybrid RAG System with Comprehensive Enhancement on Complex Reasoning Ye Yuan Chengwu Liu Jingyang Yuan Gongbo Sun Siqi Li Ming Zhang LRM 119 5 0 09 Aug 2024
DiscipLink: Unfolding Interdisciplinary Information Seeking Process via Human-AI Co-Exploration Chengbo Zheng Yuanhao Zhang Zeyu Huang Christopher Schroers Minrui Xu Xiaojuan Ma 86 10 0 01 Aug 2024
On the Limitations and Prospects of Machine Unlearning for Generative AI Shiji Zhou Lianzhe Wang Jiangnan Ye Yongliang Wu Heng Chang MU 101 5 0 01 Aug 2024
Understanding Memorisation in LLMs: Dynamics, Influencing Factors, and Implications Till Speicher Mohammad Aflah Khan Qinyuan Wu Vedant Nanda Soumi Das Bishwamittra Ghosh Krishna P. Gummadi Evimaria Terzi 102 3 0 27 Jul 2024
A Survey on Symbolic Knowledge Distillation of Large Language Models Kamal Acharya Alvaro Velasquez Haoze Song SyDa 67 7 0 12 Jul 2024
Why Does New Knowledge Create Messy Ripple Effects in LLMs? Jiaxin Qin Zixuan Zhang Chi Han Manling Li Pengfei Yu Heng Ji KELM 82 12 0 02 Jul 2024
Fundamental Problems With Model Editing: How Should Rational Belief Revision Work in LLMs? Peter Hase Thomas Hofweber Xiang Zhou Elias Stengel-Eskin Joey Tianyi Zhou KELM LRM 101 17 0 27 Jun 2024
Brain-Like Language Processing via a Shallow Untrained Multihead Attention Network Badr AlKhamissi Greta Tuckute Antoine Bosselut Martin Schrimpf 126 6 0 21 Jun 2024
Uncovering Latent Memories: Assessing Data Leakage and Memorization Patterns in Frontier AI Models Sunny Duan Mikail Khona Abhiram Iyer Rylan Schaeffer Ila R Fiete 111 4 0 20 Jun 2024
MEMLA: Enhancing Multilingual Knowledge Editing with Neuron-Masked Low-Rank Adaptation Jiakuan Xie Pengfei Cao Yuheng Chen Yubo Chen Kang Liu Jun Zhao KELM 91 6 0 17 Jun 2024
Generating Tables from the Parametric Knowledge of Language Models Yevgeni Berkovitch Oren Glickman Amit Somech Tomer Wolfson LMTD 101 2 0 16 Jun 2024
Automated Molecular Concept Generation and Labeling with Large Language Models Shichang Zhang Botao Xia Zimin Zhang Qianli Wu Fang Sun Ziniu Hu Yizhou Sun 76 0 0 13 Jun 2024
Beyond Words: On Large Language Models Actionability in Mission-Critical Risk Analysis Matteo Esposito Francesco Palagiano Valentina Lenarduzzi Davide Taibi 177 7 0 11 Jun 2024
Limited Out-of-Context Knowledge Reasoning in Large Language Models Peng Hu Changjiang Gao Ruiqi Gao Jiajun Chen Shujian Huang LRM 78 5 0 11 Jun 2024
Are LLMs classical or nonmonotonic reasoners? Lessons from generics Alina Leidinger R. Rooij Ekaterina Shutova LRM 91 5 0 05 Jun 2024
TAIA: Large Language Models are Out-of-Distribution Data Learners Shuyang Jiang Yusheng Liao Ya Zhang Yu Wang Yanfeng Wang 70 5 0 30 May 2024
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models Bernal Jiménez Gutiérrez Yiheng Shu Yu Gu Michihiro Yasunaga Yu-Chuan Su RALM CLL 142 47 0 23 May 2024