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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?"

50 / 1,722 papers shown

Title
Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization Mingyang Wang Lukas Lange Heike Adel Jannik Strötgen Hinrich Schütze KELM 84 3 0 03 Oct 2024
Correlation and Navigation in the Vocabulary Key Representation Space of Language Models Letian Peng Chenyang An Jingbo Shang KELM 63 0 0 03 Oct 2024
Can Language Models Take A Hint? Prompting for Controllable Contextualized Commonsense Inference Pedro Colon-Hernandez Nanxi Liu Chelsea Joe Peter Chin Claire Yin H. Lieberman Yida Xin C. Breazeal ReLM LRM 67 1 0 03 Oct 2024
AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models Sihang Li Houcheng Jiang Kun Wang Yunshan Ma Shi Jie Xiangnan He Tat-Seng Chua Tat-seng Chua KELM 220 66 0 03 Oct 2024
CulturalBench: A Robust, Diverse, and Challenging Cultural Benchmark by Human-AI CulturalTeaming Yu Ying Chiu Liwei Jiang Bill Yuchen Lin Chan Young Park Shuyue Stella Li ... Mehar Bhatia Maria Antoniak Yulia Tsvetkov Vered Shwartz Yejin Choi ELM ALM 134 0 0 03 Oct 2024
MetaMetrics: Calibrating Metrics For Generation Tasks Using Human Preferences Genta Indra Winata David Anugraha Lucky Susanto Garry Kuwanto Derry Wijaya 184 11 0 03 Oct 2024
Undesirable Memorization in Large Language Models: A Survey Ali Satvaty Suzan Verberne Fatih Turkmen ELM PILM 205 7 0 03 Oct 2024
Adaptively Private Next-Token Prediction of Large Language Models James Flemings Meisam Razaviyayn Murali Annavaram 132 1 0 02 Oct 2024
Recursive Abstractive Processing for Retrieval in Dynamic Datasets Charbel Chucri Rami Azouz Joachim Ott 63 0 0 02 Oct 2024
Knowledge-Driven Feature Selection and Engineering for Genotype Data with Large Language Models Joseph Lee Shu Yang Jae Young Baik Xiaoxi Liu Zhen Tan ... Zixuan Wen Bojian Hou D. Duong-Tran Tianlong Chen Li Shen 151 2 0 02 Oct 2024
Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition Jiyeon Kim Hyunji Lee Hyowon Cho Joel Jang Hyeonbin Hwang Seungpil Won Youbin Ahn Dohaeng Lee Minjoon Seo KELM 422 5 0 02 Oct 2024
PALM: Few-Shot Prompt Learning for Audio Language Models Asif Hanif M. Agro Mohammad Areeb Qazi Hanan Aldarmaki VLM 80 2 0 29 Sep 2024
A Survey on the Honesty of Large Language Models Siheng Li Cheng Yang Taiqiang Wu Chufan Shi Yuji Zhang ... Jie Zhou Yujiu Yang Ngai Wong Xixin Wu Wai Lam HILM 112 6 0 27 Sep 2024
Decoding Large-Language Models: A Systematic Overview of Socio-Technical Impacts, Constraints, and Emerging Questions Zeyneb N. Kaya Souvick Ghosh 57 0 0 25 Sep 2024
The Role of Language Models in Modern Healthcare: A Comprehensive Review Amna Khalid Ayma Khalid Umar Khalid LM&MA 68 0 0 25 Sep 2024
Towards Enhancing Linked Data Retrieval in Conversational UIs using Large Language Models Omar Mussa Omer F. Rana Benoît Goossens Pablo Orozco-Terwengel Charith Perera 94 0 0 24 Sep 2024
GEM-RAG: Graphical Eigen Memories For Retrieval Augmented Generation B. Rappazzo Yingheng Wang Aaron Ferber Carla P. Gomes VLM 71 0 0 23 Sep 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 88 0 0 23 Sep 2024
MTP: A Dataset for Multi-Modal Turning Points in Casual Conversations Gia-Bao Dinh Ho Chang Wei Tan Zahra Zamanzadeh Darban Mahsa Salehi Gholamreza Haffari Wray Buntine 52 0 0 23 Sep 2024
VLM's Eye Examination: Instruct and Inspect Visual Competency of Vision Language Models Nam Hyeon-Woo Moon Ye-Bin Wonseok Choi Lee Hyun Tae-Hyun Oh CoGe 68 3 0 23 Sep 2024
Temporally Consistent Factuality Probing for Large Language Models Ashutosh Bajpai Aaryan Goyal Atif Anwer Tanmoy Chakraborty HILM 91 1 0 21 Sep 2024
Co-occurrence is not Factual Association in Language Models Xiao Zhang Miao Li Ji Wu KELM 179 4 0 21 Sep 2024
Time Awareness in Large Language Models: Benchmarking Fact Recall Across Time David Herel Vojtech Bartek Jiri Jirak Tomas Mikolov 132 3 0 20 Sep 2024
Iteration of Thought: Leveraging Inner Dialogue for Autonomous Large Language Model Reasoning Santosh Kumar Radha Yasamin Nouri Jelyani Ara Ghukasyan Oktay Goktas LLMAG LM&Ro LRM 110 7 0 19 Sep 2024
RAG-Modulo: Solving Sequential Tasks using Experience, Critics, and Language Models Abhinav Jain Chris Jermaine Vaibhav Unhelkar KELM LLMAG 65 1 0 18 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
StruEdit: Structured Outputs Enable the Fast and Accurate Knowledge Editing for Large Language Models Baolong Bi Shenghua Liu Yiwei Wang Lingrui Mei Hongcheng Gao Junfeng Fang Xueqi Cheng KELM 73 10 0 16 Sep 2024
When Context Leads but Parametric Memory Follows in Large Language Models Yufei Tao Adam Hiatt Erik Haake Antonie J. Jetter Ameeta Agrawal KELM 94 1 0 13 Sep 2024
Source2Synth: Synthetic Data Generation and Curation Grounded in Real Data Sources A. Lupidi Carlos Gemmell Nicola Cancedda Jane Dwivedi-Yu Jason Weston Jakob Foerster Roberta Raileanu Maria Lomeli SyDa 92 8 0 12 Sep 2024
Understanding Knowledge Drift in LLMs through Misinformation Alina Fastowski Gjergji Kasneci KELM 64 2 0 11 Sep 2024
AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge Han Wang Archiki Prasad Elias Stengel-Eskin Joey Tianyi Zhou 170 11 0 11 Sep 2024
GroUSE: A Benchmark to Evaluate Evaluators in Grounded Question Answering Sacha Muller António Loison Bilel Omrani Gautier Viaud RALM ELM 112 2 0 10 Sep 2024
DetoxBench: Benchmarking Large Language Models for Multitask Fraud & Abuse Detection Joymallya Chakraborty Wei Xia Anirban Majumder Dan Ma Walid Chaabene Naveed Janvekar 59 3 0 09 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 99 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
Exploring Foundation Models for Synthetic Medical Imaging: A Study on Chest X-Rays and Fine-Tuning Techniques Davide Clode da Silva Marina Musse Bernardes Nathalia Giacomini Ceretta Gabriel Vaz de Souza Gabriel Fonseca Silva Rafael Heitor Bordini S. Musse MedIm LM&MA 77 0 0 06 Sep 2024
LATEX-GCL: Large Language Models (LLMs)-Based Data Augmentation for Text-Attributed Graph Contrastive Learning Haoran Yang Xiangyu Zhao Sirui Huang Qing Li Guandong Xu 91 4 0 02 Sep 2024
Does Knowledge Localization Hold True? Surprising Differences Between Entity and Relation Perspectives in Language Models Yifan Wei Xiaoyan Yu Yixuan Weng Huanhuan Ma Yuanzhe Zhang Jun Zhao Kang Liu KELM 98 5 0 01 Sep 2024
Novel-WD: Exploring acquisition of Novel World Knowledge in LLMs Using Prefix-Tuning Maxime Méloux Christophe Cerisara KELM CLL 91 0 0 30 Aug 2024
LM-PUB-QUIZ: A Comprehensive Framework for Zero-Shot Evaluation of Relational Knowledge in Language Models Max Ploner Jacek Wiland Sebastian Pohl Alan Akbik KELM 73 2 0 28 Aug 2024
Project SHADOW: Symbolic Higher-order Associative Deductive reasoning On Wikidata using LM probing Hanna Abi Akl BDL 101 0 0 27 Aug 2024
Internal and External Knowledge Interactive Refinement Framework for Knowledge-Intensive Question Answering Haowei Du Dongyan Zhao KELM 53 0 0 23 Aug 2024
Urban Mobility Assessment Using LLMs Prabin Bhandari Antonios Anastasopoulos Dieter Pfoser 68 8 0 22 Aug 2024
D-RMGPT: Robot-assisted collaborative tasks driven by large multimodal models Matteo Forlini Mihail Babcinschi Giacomo Palmieri Pedro Neto 89 1 0 21 Aug 2024
Beneath the Surface of Consistency: Exploring Cross-lingual Knowledge Representation Sharing in LLMs Maxim Ifergan Leshem Choshen Roee Aharoni Idan Szpektor Omri Abend HILM 98 4 0 20 Aug 2024
Analysis of Plan-based Retrieval for Grounded Text Generation Ameya Godbole Nicholas Monath Seungyeon Kim A. S. Rawat Andrew McCallum Manzil Zaheer RALM 106 3 0 20 Aug 2024
ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA datasets with Large Language Models Ronak Pradeep Daniel Lee Ali Mousavi Jeff Pound Yisi Sang Jimmy Lin Ihab F. Ilyas Saloni Potdar Mostafa Arefiyan Yunyao Li 83 1 0 12 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 132 5 0 09 Aug 2024
How Well Do LLMs Identify Cultural Unity in Diversity? Jialin Li Junli Wang Junjie Hu Ming Jiang 78 4 0 09 Aug 2024
Knowledge Probing for Graph Representation Learning Mingyu Zhao Xingyu Huang Ziyu Lyu Yanlin Wang Lixin Cui Lu Bai 52 0 0 07 Aug 2024