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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?"

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Title
Shortcuts Arising from Contrast: Effective and Covert Clean-Label Attacks in Prompt-Based Learning Xiaopeng Xie Ming Yan Xiwen Zhou Chenlong Zhao Suli Wang Yong Zhang Joey Tianyi Zhou AAML 104 0 0 30 Mar 2024
Is Factuality Decoding a Free Lunch for LLMs? Evaluation on Knowledge Editing Benchmark Baolong Bi Shenghua Liu Yiwei Wang Lingrui Mei Xueqi Cheng KELM 53 13 0 30 Mar 2024
On Large Language Models' Hallucination with Regard to Known Facts Che Jiang Biqing Qi Xiangyu Hong Dayuan Fu Yang Cheng Fandong Meng Mo Yu Bowen Zhou Jie Zhou HILM LRM 75 22 0 29 Mar 2024
Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction Inhwan Bae Junoh Lee Hae-Gon Jeon 105 22 0 27 Mar 2024
Mechanistic Understanding and Mitigation of Language Model Non-Factual Hallucinations Lei Yu Meng Cao Jackie Chi Kit Cheung Yue Dong HILM 86 15 0 27 Mar 2024
Can multiple-choice questions really be useful in detecting the abilities of LLMs? Wangyue Li Liangzhi Li Tong Xiang Xiao Liu Wei Deng Noa Garcia ELM 129 35 0 26 Mar 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 52 2 0 26 Mar 2024
If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions Reza Esfandiarpoor Cristina Menghini Stephen H. Bach CoGe VLM 86 12 0 25 Mar 2024
Synthesize Step-by-Step: Tools, Templates and LLMs as Data Generators for Reasoning-Based Chart VQA Zhuowan Li Bhavan A. Jasani Peng Tang Shabnam Ghadar LRM 90 10 0 25 Mar 2024
Language-Based Depth Hints for Monocular Depth Estimation Dylan Auty K. Mikolajczyk VLM 74 2 0 22 Mar 2024
Epistemology of Language Models: Do Language Models Have Holistic Knowledge? Minsu Kim James Thorne 61 7 0 19 Mar 2024
Cross-Lingual Transfer for Natural Language Inference via Multilingual Prompt Translator Xiaoyu Qiu Yuechen Wang Jiaxin Shi Wen-gang Zhou Houqiang Li LRM 99 3 0 19 Mar 2024
Towards Interpretable Hate Speech Detection using Large Language Model-extracted Rationales Ayushi Nirmal Amrita Bhattacharjee Paras Sheth Huan Liu AAML 95 11 0 19 Mar 2024
Larimar: Large Language Models with Episodic Memory Control Payel Das Subhajit Chaudhury Elliot Nelson Igor Melnyk Sarath Swaminathan ... Vijil Chenthamarakshan Jiří Jirí Navrátil Soham Dan Pin-Yu Chen CLL KELM 108 24 0 18 Mar 2024
Logic Query of Thoughts: Guiding Large Language Models to Answer Complex Logic Queries with Knowledge Graphs Lihui Liu Zihao Wang Ruizhong Qiu Yikun Ban Eunice Chan Yangqiu Song Jingrui He Hanghang Tong LRM 66 8 0 17 Mar 2024
TRELM: Towards Robust and Efficient Pre-training for Knowledge-Enhanced Language Models Junbing Yan Chengyu Wang Taolin Zhang Xiao-Mei He Junyuan Huang Longtao Huang Hui Xue Wei Zhang VLM KELM 56 0 0 17 Mar 2024
Exploring Chinese Humor Generation: A Study on Two-Part Allegorical Sayings Rongwu Xu 131 2 0 16 Mar 2024
Monotonic Representation of Numeric Properties in Language Models Benjamin Heinzerling Kentaro Inui KELM MILM 110 10 0 15 Mar 2024
Ignore Me But Don't Replace Me: Utilizing Non-Linguistic Elements for Pretraining on the Cybersecurity Domain Eugene Jang Jian Cui Dayeon Yim Youngjin Jin Jin-Woo Chung Seung-Eui Shin Yongjae Lee 125 2 0 15 Mar 2024
Take Care of Your Prompt Bias! Investigating and Mitigating Prompt Bias in Factual Knowledge Extraction Ziyang Xu Keqin Peng Liang Ding Dacheng Tao Xiliang Lu 74 10 0 15 Mar 2024
From human experts to machines: An LLM supported approach to ontology and knowledge graph construction Vamsi Krishna Kommineni B. König-Ries Sheeba Samuel 101 42 0 13 Mar 2024
Knowledge Conflicts for LLMs: A Survey Rongwu Xu Zehan Qi Zhijiang Guo Cunxiang Wang Hongru Wang Yue Zhang Wei Xu 319 122 0 13 Mar 2024
PNeSM: Arbitrary 3D Scene Stylization via Prompt-Based Neural Style Mapping Jiafu Chen Wei Xing Jiakai Sun Tianyi Chu Yiling Huang Boyan Ji Lei Zhao Huaizhong Lin Haibo Chen Zhizhong Wang 92 1 0 13 Mar 2024
Beyond Memorization: The Challenge of Random Memory Access in Language Models Tongyao Zhu Qian Liu Liang Pang Zhengbao Jiang Min-Yen Kan Min Lin KELM 93 6 0 12 Mar 2024
Materials science in the era of large language models: a perspective Ge Lei Ronan Docherty Samuel J. Cooper 86 18 0 11 Mar 2024
DiPrompT: Disentangled Prompt Tuning for Multiple Latent Domain Generalization in Federated Learning Sikai Bai Jiewei Zhang Shuaicheng Li Song Guo Jingcai Guo Jun Hou Tao Han Xiaocheng Lu FedML 125 15 0 11 Mar 2024
FaceChain-SuDe: Building Derived Class to Inherit Category Attributes for One-shot Subject-Driven Generation Pengchong Qiao Lei Shang Chang-Shu Liu Baigui Sun Xiang Ji Jie Chen CVBM 61 3 0 11 Mar 2024
Beyond Finite Data: Towards Data-free Out-of-distribution Generalization via Extrapolation Yijiang Li Sucheng Ren Weipeng Deng Yuzhi Xu Ying Gao Edith C.H. Ngai Haohan Wang OOD 99 2 0 08 Mar 2024
Cost-Performance Optimization for Processing Low-Resource Language Tasks Using Commercial LLMs Arijit Nag Animesh Mukherjee Niloy Ganguly Soumen Chakrabarti 101 4 0 08 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 92 11 0 08 Mar 2024
Tracing the Roots of Facts in Multilingual Language Models: Independent, Shared, and Transferred Knowledge Xin Zhao Naoki Yoshinaga Daisuke Oba KELM HILM 80 12 0 08 Mar 2024
Code-Mixed Probes Show How Pre-Trained Models Generalise On Code-Switched Text Frances Adriana Laureano De Leon Harish Tayyar Madabushi Mark Lee 63 4 0 07 Mar 2024
KnowledgeVIS: Interpreting Language Models by Comparing Fill-in-the-Blank Prompts Adam Joseph Coscia Alex Endert VLM 80 9 0 07 Mar 2024
How Far Are We from Intelligent Visual Deductive Reasoning? Yizhe Zhang Richard He Bai Ruixiang Zhang Jiatao Gu Shuangfei Zhai J. Susskind Navdeep Jaitly ReLM LRM 101 17 0 07 Mar 2024
RIFF: Learning to Rephrase Inputs for Few-shot Fine-tuning of Language Models Saeed Najafi Alona Fyshe 78 2 0 04 Mar 2024
Making Pre-trained Language Models Great on Tabular Prediction Jiahuan Yan Bo Zheng Hongxia Xu Yiheng Zhu Benlin Liu Jimeng Sun Jian Wu Jintai Chen LMTD 121 44 0 04 Mar 2024
Fantastic Semantics and Where to Find Them: Investigating Which Layers of Generative LLMs Reflect Lexical Semantics Zhu Liu Cunliang Kong Ying Liu Maosong Sun 71 19 0 03 Mar 2024
Infusing Knowledge into Large Language Models with Contextual Prompts Kinshuk Vasisht Balaji Ganesan Vikas Kumar Vasudha Bhatnagar KELM 93 3 0 03 Mar 2024
Automatic Question-Answer Generation for Long-Tail Knowledge Rohan Kumar Youngmin Kim Sunitha Ravi Haitian Sun Christos Faloutsos Ruslan Salakhutdinov Minji Yoon 53 8 0 03 Mar 2024
DiaHalu: A Dialogue-level Hallucination Evaluation Benchmark for Large Language Models Kedi Chen Qin Chen Jie Zhou Yishen He Liang He HILM 82 2 0 01 Mar 2024
ROME: Memorization Insights from Text, Logits and Representation Bo Li Qing Xia Zhao Lijie Wen 77 2 0 01 Mar 2024
Multi-modal Attribute Prompting for Vision-Language Models Xin Liu Jiamin Wu and Wenfei Yang Xu Zhou Tianzhu Zhang VLM 87 12 0 01 Mar 2024
FAC $^2$ E: Better Understanding Large Language Model Capabilities by Dissociating Language and Cognition Xiaoqiang Wang Bang Liu Lingfei Wu 97 0 0 29 Feb 2024
Pointing out the Shortcomings of Relation Extraction Models with Semantically Motivated Adversarials Gennaro Nolano Moritz Blum Basil Ell Philipp Cimiano 62 1 0 29 Feb 2024
Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models Derong Xu Ziheng Zhang Zhihong Zhu Zhenxi Lin Qidong Liu ... Wanyu Wang Yuyang Ye Xiangyu Zhao Yefeng Zheng Enhong Chen KELM 86 10 0 28 Feb 2024
Twists, Humps, and Pebbles: Multilingual Speech Recognition Models Exhibit Gender Performance Gaps Giuseppe Attanasio Beatrice Savoldi Dennis Fucci Dirk Hovy 92 9 0 28 Feb 2024
JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering Capability Junda Wang Zhichao Yang Zonghai Yao Hong-ye Yu BDL AI4MH LRM 111 35 0 27 Feb 2024
ShapeLLM: Universal 3D Object Understanding for Embodied Interaction Zekun Qi Runpei Dong Shaochen Zhang Haoran Geng Chunrui Han Zheng Ge Li Yi Kaisheng Ma 206 63 0 27 Feb 2024
FairBelief -- Assessing Harmful Beliefs in Language Models Mattia Setzu Marta Marchiori Manerba Pasquale Minervini Debora Nozza 67 0 0 27 Feb 2024
Set the Clock: Temporal Alignment of Pretrained Language Models Bowen Zhao Zander Brumbaugh Yizhong Wang Hanna Hajishirzi Noah A. Smith CLL KELM 98 16 0 26 Feb 2024