Title
K-ON: Stacking Knowledge On the Head Layer of Large Language Model Lingbing Guo Yanzhe Zhang Zhongpu Bo Zhuo Chen Mengshu Sun Qing Cui Wen Zhang Ningyu Zhang 150 0 0 10 Feb 2025
Large Language Model Enhanced Knowledge Representation Learning: A Survey Xin Wang Zirui Chen Haofen Wang Leong Hou U Zhao Li Wenbin Guo KELM 121 3 0 01 Jul 2024
Ontology Embedding: A Survey of Methods, Applications and Resources Jiaoyan Chen Olga Mashkova Fernando Zhapa-Camacho Robert Hoehndorf Yuan He Ian Horrocks 77 6 0 16 Jun 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 211 21 0 28 Feb 2024
Large Language Models Michael R Douglas LLMAG LM&MA 133 625 0 11 Jul 2023
DeepOnto: A Python Package for Ontology Engineering with Deep Learning Yuan He Jiaoyan Chen Hang Dong Ian Horrocks Carlo Allocca Taehun Kim B. Sapkota 91 24 0 06 Jul 2023
Towards Foundation Models for Relational Databases [Vision Paper] Liane Vogel Benjamin Hilprecht Carsten Binnig LMTD 15 9 0 24 May 2023
Evaluating ChatGPT's Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness Bo Li Gexiang Fang Yang Yang Quansen Wang Wei Ye Wen Zhao Shikun Zhang ELM AI4MH 73 165 0 23 Apr 2023
InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction Xiao Wang Wei Zhou Can Zu Han Xia Tianze Chen ... Tao Gui Jihua Kang J. Yang Siyuan Li Chunsai Du 63 156 0 17 Apr 2023
Inference with Reference: Lossless Acceleration of Large Language Models Nan Yang Tao Ge Liang Wang Binxing Jiao Daxin Jiang Linjun Yang Rangan Majumder Furu Wei 40 60 0 10 Apr 2023
Structured prompt interrogation and recursive extraction of semantics (SPIRES): A method for populating knowledge bases using zero-shot learning J. H. Caufield Harshad B. Hegde Vincent Emonet N. Harris marcin p. joachimiak ... Sierra A T Moxon Justin P Reese M. Haendel Peter N. Robinson Christopher J. Mungall 64 85 0 05 Apr 2023
COFFEE: A Contrastive Oracle-Free Framework for Event Extraction Meiru Zhang Yixuan Su Zaiqiao Meng Z. Fu Nigel Collier 56 4 0 25 Mar 2023
Evaluating Language Models for Knowledge Base Completion Blerta Veseli Sneha Singhania Simon Razniewski Gerhard Weikum ALM 48 21 0 20 Mar 2023
An Empirical Study of Pre-trained Language Models in Simple Knowledge Graph Question Answering Nan Hu Yike Wu Guilin Qi Dehai Min Jiaoyan Chen Jeff Z. Pan Z. Ali ELM AI4MH 63 38 0 18 Mar 2023
Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models Bernd Bohnet Vinh Q. Tran Pat Verga Roee Aharoni D. Andor ... Michael Collins Dipanjan Das Donald Metzler Slav Petrov Kellie Webster 85 64 0 15 Dec 2022
RARR: Researching and Revising What Language Models Say, Using Language Models Luyu Gao Zhuyun Dai Panupong Pasupat Anthony Chen Arun Tejasvi Chaganty ... Vincent Zhao Ni Lao Hongrae Lee Da-Cheng Juan Kelvin Guu HILM KELM 84 257 0 17 Oct 2022
Extracting Cultural Commonsense Knowledge at Scale Shrestha Ghosh Simon Razniewski A. Varde Gerhard Weikum 65 63 0 14 Oct 2022
Knowledge Prompts: Injecting World Knowledge into Language Models through Soft Prompts Cicero Nogueira dos Santos Zhe Dong Daniel Cer John Nham Siamak Shakeri Jianmo Ni Yun-hsuan Sung VLM KELM 44 8 0 10 Oct 2022
The Lifecycle of "Facts": A Survey of Social Bias in Knowledge Graphs Angelie Kraft Ricardo Usbeck KELM 65 9 0 07 Oct 2022
Shortcut Learning of Large Language Models in Natural Language Understanding Mengnan Du Fengxiang He Na Zou Dacheng Tao Xia Hu KELM OffRL 90 88 0 25 Aug 2022
Prompting as Probing: Using Language Models for Knowledge Base Construction Dimitrios Alivanistos Selene Báez Santamaría Michael Cochez Jan-Christoph Kalo Emile van Krieken Thiviyan Thanapalasingam KELM 59 48 0 23 Aug 2022
Measuring Causal Effects of Data Statistics on Language Model's `Factual' Predictions Yanai Elazar Nora Kassner Shauli Ravfogel Amir Feder Abhilasha Ravichander Marius Mosbach Yonatan Belinkov Hinrich Schütze Yoav Goldberg CML SyDa MILM 80 55 0 28 Jul 2022
Endowing Language Models with Multimodal Knowledge Graph Representations Ningyuan Huang Y. Deshpande Yibo Liu Houda Alberts Kyunghyun Cho Clara Vania Iacer Calixto VLM 50 15 0 27 Jun 2022
Memory-Based Model Editing at Scale E. Mitchell Charles Lin Antoine Bosselut Christopher D. Manning Chelsea Finn KELM 101 350 0 13 Jun 2022
MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning Ehud D. Karpas Omri Abend Yonatan Belinkov Barak Lenz Opher Lieber ... Erez Schwartz Gal Shachaf Shai Shalev-Shwartz Amnon Shashua Moshe Tenenholtz LLMAG 65 70 0 01 May 2022
A Review on Language Models as Knowledge Bases Badr AlKhamissi Millicent Li Asli Celikyilmaz Mona T. Diab Marjan Ghazvininejad KELM 77 185 0 12 Apr 2022
SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models Liang Wang Wei Zhao Zhuoyu Wei Jingming Liu 71 182 0 04 Mar 2022
KMIR: A Benchmark for Evaluating Knowledge Memorization, Identification and Reasoning Abilities of Language Models Daniel Gao Yantao Jia Lei Li Chengzhen Fu Zhicheng Dou Hao Jiang Xinyu Zhang Lei Chen Bo Zhao KELM 52 8 0 28 Feb 2022
Contextual Semantic Embeddings for Ontology Subsumption Prediction Jiaoyan Chen Yuan He Yuxia Geng Ernesto Jiménez-Ruiz Hang Dong Ian Horrocks 85 52 0 20 Feb 2022
Knowledge Graph Reasoning with Logics and Embeddings: Survey and Perspective Wen Zhang Jiaoyan Chen Juan Li Zezhong Xu Jeff Z. Pan Huajun Chen 63 29 0 15 Feb 2022
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts Stephen H. Bach Victor Sanh Zheng-Xin Yong Albert Webson Colin Raffel ... Khalid Almubarak Xiangru Tang Dragomir R. Radev Mike Tian-Jian Jiang Alexander M. Rush VLM 318 348 0 02 Feb 2022
GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records Xi Yang Aokun Chen Nima M. Pournejatian Hoo-Chang Shin Kaleb E. Smith ... Duane A. Mitchell W. Hogan E. Shenkman Jiang Bian Yonghui Wu AI4MH LM&MA 64 536 0 02 Feb 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 799 9,351 0 28 Jan 2022
Prix-LM: Pretraining for Multilingual Knowledge Base Construction Wenxuan Zhou Fangyu Liu Ivan Vulić Nigel Collier Muhao Chen KELM 94 19 0 16 Oct 2021
Symbolic Knowledge Distillation: from General Language Models to Commonsense Models Peter West Chandrasekhar Bhagavatula Jack Hessel Jena D. Hwang Liwei Jiang Ronan Le Bras Ximing Lu Sean Welleck Yejin Choi SyDa 97 333 0 14 Oct 2021
KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering Donghan Yu Chenguang Zhu Yuwei Fang Wenhao Yu Shuohang Wang Yichong Xu Xiang Ren Yiming Yang Michael Zeng 56 90 0 08 Oct 2021
Sorting through the noise: Testing robustness of information processing in pre-trained language models Lalchand Pandia Allyson Ettinger 76 37 0 25 Sep 2021
Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases Boxi Cao Hongyu Lin Xianpei Han Le Sun Lingyong Yan M. Liao Tong Xue Jin Xu 35 134 0 17 Jun 2021
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking Fangyu Liu Ivan Vulić Anna Korhonen Nigel Collier 62 49 0 30 May 2021
Evaluating Attribution in Dialogue Systems: The BEGIN Benchmark Nouha Dziri Hannah Rashkin Tal Linzen David Reitter ALM 231 82 0 30 Apr 2021
Editing Factual Knowledge in Language Models Nicola De Cao Wilker Aziz Ivan Titov KELM 112 504 0 16 Apr 2021
KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction Xiang Chen Ningyu Zhang Xin Xie Shumin Deng Yunzhi Yao Chuanqi Tan Fei Huang Luo Si Huajun Chen 99 413 0 15 Apr 2021
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering Michihiro Yasunaga Hongyu Ren Antoine Bosselut Percy Liang J. Leskovec RALM LMTD AI4MH LRM 55 592 0 13 Apr 2021
Factual Probing Is [MASK]: Learning vs. Learning to Recall Zexuan Zhong Dan Friedman Danqi Chen 47 410 0 12 Apr 2021
Annotating Columns with Pre-trained Language Models Yoshihiko Suhara Jinfeng Li Yuliang Li Dan Zhang cCaugatay Demiralp Chen Chen W. Tan LMTD 41 86 0 05 Apr 2021
CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review Dan Hendrycks Collin Burns Anya Chen Spencer Ball ELM AILaw 51 192 0 10 Mar 2021
Measuring and Improving Consistency in Pretrained Language Models Yanai Elazar Nora Kassner Shauli Ravfogel Abhilasha Ravichander Eduard H. Hovy Hinrich Schütze Yoav Goldberg HILM 320 367 0 01 Feb 2021
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering Barlas Oğuz Xilun Chen Vladimir Karpukhin Stanislav Peshterliev Dmytro Okhonko Michael Schlichtkrull Sonal Gupta Yashar Mehdad Scott Yih 244 88 0 29 Dec 2020
RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation Nan Tang Ju Fan Fangyi Li Jianhong Tu Xiaoyong Du Guoliang Li Samuel Madden M. Ouzzani 63 75 0 04 Dec 2020
An Industry Evaluation of Embedding-based Entity Alignment Ziheng Zhang Jiaoyan Chen Xi Chen Hualuo Liu Yuejia Xiang Bo Liu Yefeng Zheng AI4TS 37 40 0 22 Oct 2020