v1v2 (latest)

Deep Bidirectional Language-Knowledge Graph Pretraining

Neural Information Processing Systems (NeurIPS), 2022

17 October 2022

Christopher D. Manning

Abigail Z. Jacobs

J. Leskovec

ArXiv (abs)PDF HTML HuggingFace (1 upvotes)Github (324★)

Papers citing "Deep Bidirectional Language-Knowledge Graph Pretraining"

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Title
Hierarchical Dual-Strategy Unlearning for Biomedical and Healthcare Intelligence Using Imperfect and Privacy-Sensitive Medical Data Y. Zhang Tianxiang Xu Z. Li Chao Zhang Kunyu Zhang Zhan Gao Meinuo Li Xiaohan Zhang Qichao Qi B. Chen MU 146 0 0 23 Nov 2025
BiCA: Effective Biomedical Dense Retrieval with Citation-Aware Hard Negatives Aarush Sinha Pavan Kumar S Roshan Balaji Nirav Pravinbhai Bhatt 72 0 0 11 Nov 2025
KGFR: A Foundation Retriever for Generalized Knowledge Graph Question Answering Yuanning Cui Zequn Sun Wei Hu Zhangjie Fu RALM 234 0 0 06 Nov 2025
Large Language Models Meet Text-Attributed Graphs: A Survey of Integration Frameworks and Applications Guangxin Su Hanchen Wang Jianwei Wang Wenjie Zhang Ying Zhang Jian Pei 240 1 0 24 Oct 2025
MIXRAG : Mixture-of-Experts Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering Lihui Liu Carl J. Yang 84 0 0 24 Sep 2025
BALI: Enhancing Biomedical Language Representations through Knowledge Graph and Language Model AlignmentAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Andrey Sakhovskiy E. Tutubalina 88 1 0 09 Sep 2025
Knowledge Graph-Infused Fine-Tuning for Structured Reasoning in Large Language Models Wuyang Zhang Yexin Tian Xiandong Meng Mengjie Wang Junliang Du NAI KELM 92 7 0 20 Aug 2025
MUST-RAG: MUSical Text Question Answering with Retrieval Augmented Generation Daeyong Kwon Seungheon Doh Juhan Nam 145 0 0 31 Jul 2025
Reasoning with RAGged events: RAG-Enhanced Event Knowledge Base Construction and reasoning with proof-assistants Stergios Chatzikyriakidis 232 1 0 08 Jun 2025
MedCite: Can Language Models Generate Verifiable Text for Medicine?Annual Meeting of the Association for Computational Linguistics (ACL), 2025 Xiao Wang Mengjue Tan Qiao Jin Guangzhi Xiong Yu Hu Aidong Zhang Zhiyong Lu Minjia Zhang 150 3 0 07 Jun 2025
Schema Generation for Large Knowledge Graphs Using Large Language Models Bohui Zhang Yuan He Lydia Pintscher Albert Meroño-Peñuela Elena Simperl 178 1 0 04 Jun 2025
Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities Chuangtao Ma Yongrui Chen Tianxing Wu Arijit Khan Haofen Wang ELM 311 8 0 26 May 2025
Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs Jie Ma Ning Qu Zhitao Gao Rui Xing Jun Liu ... Jiang Xie Linyun Song Pinghui Wang Jing Tao Zhou Su 290 3 0 21 May 2025
Question-Aware Knowledge Graph Prompting for Enhancing Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Haochen Liu Song Wang Chen Chen Jia-Nan Li RALM KELM 178 1 0 30 Mar 2025
Self-Evolving Multi-Agent Simulations for Realistic Clinical InteractionsInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Mohammad Almansoori Kemal Kurniawan Hisham Cholakkal 857 11 0 28 Mar 2025
The Graph's Apprentice: Teaching an LLM Low Level Knowledge for Circuit Quality EstimationInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Reza Moravej Saurabh Bodhe Zhanguang Zhang Didier Chetelat Dimitrios Tsaras Yingxue Zhang Hui-Ling Zhen Jianye Hao Mingxuan Yuan 251 4 0 17 Feb 2025
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation Pengcheng Jiang Lang Cao Ruike Zhu Minhao Jiang Yunyi Zhang Jimeng Sun Jiawei Han RALM 462 8 0 16 Feb 2025
Large Language Models, Knowledge Graphs and Search Engines: A Crossroads for Answering Users' Questions Aidan Hogan Xin Luna Dong Denny Vrandečić Gerhard Weikum 296 11 0 12 Jan 2025
Medical Multimodal Foundation Models in Clinical Diagnosis and Treatment: Applications, Challenges, and Future DirectionsArtificial Intelligence in Medicine (AIM), 2024 Kai Sun Siyan Xue F. Sun Haoran Sun Yu-Juan Luo ... Xinzhou Wang Lei Yang Shuo Jin Jun Yan Jiahong Dong AI4CE 301 19 0 03 Dec 2024
MEG: Medical Knowledge-Augmented Large Language Models for Question Answering Laura Cabello Carmen Martin-Turrero Uchenna Akujuobi Anders Søgaard Carlos Bobed AI4MH 662 3 0 06 Nov 2024
Can Large Language Models Act as Ensembler for Multi-GNNs? Hanqi Duan Yao Cheng Jianxiang Yu Yao Liu Xiang Li AI4CE 348 0 0 22 Oct 2024
Privately Learning from Graphs with Applications in Fine-tuning Large Language Models Haoteng Yin Rongzhe Wei Eli Chien P. Li 372 1 0 10 Oct 2024
MUSE: Integrating Multi-Knowledge for Knowledge Graph CompletionInternational Conference on Advanced Data Mining and Applications (ADMA), 2024 Pengjie Liu 129 1 0 26 Sep 2024
Internal and External Knowledge Interactive Refinement Framework for Knowledge-Intensive Question Answering Haowei Du Dongyan Zhao KELM 156 0 0 23 Aug 2024
Differentiating Choices via Commonality for Multiple-Choice Question AnsweringEuropean Conference on Artificial Intelligence (ECAI), 2024 Wenqing Deng Zhe Wang Kewen Wang Shirui Pan Xiaowang Zhang Zhiyong Feng 176 0 0 21 Aug 2024
CommunityKG-RAG: Leveraging Community Structures in Knowledge Graphs for Advanced Retrieval-Augmented Generation in Fact-Checking Rong-Ching Chang Jiawei Zhang 201 3 0 16 Aug 2024
Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation Junde Wu Jiayuan Zhu Yunli Qi 225 103 0 08 Aug 2024
Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs Elan Markowitz Anil Ramakrishna Jwala Dhamala Ninareh Mehrabi Charith Peris Rahul Gupta Kai-Wei Chang Aram Galstyan LRM 286 13 0 31 Jul 2024
Harvesting Textual and Contrastive Data from the HAL Publication Repository Francis Kulumba Wissam Antoun Guillaume Vimont Laurent Romary 317 2 0 30 Jul 2024
DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph Zhehao Zhang Jiaao Chen Diyi Yang LRM 204 23 0 25 Jun 2024
Enhancing Distractor Generation for Multiple-Choice Questions with Retrieval Augmented Pretraining and Knowledge Graph IntegrationAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Han-Cheng Yu Yu-An Shih Kin-Man Law Kai-Yu Hsieh Yu-Chen Cheng Hsin-Chih Ho Zih-An Lin Wen-Chuan Hsu Yao-Chung Fan 159 24 0 19 Jun 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery Yu Zhang Xiusi Chen Sara Szymkuć Sheng Wang Shuiwang Ji Wei Wang Jiawei Han 356 84 0 16 Jun 2024
Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights Zhikai Chen Haitao Mao Jingzhe Liu Yu Song Bingheng Li ... Bahare Fatemi Anton Tsitsulin Bryan Perozzi Hui Liu Shucheng Zhou 283 33 0 15 Jun 2024
EWEK-QA: Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering SystemsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Mohammad Dehghan Mohammad Ali Alomrani Sunyam Bagga David Alfonso-Hermelo Khalil Bibi ... Jimmy Lin Boxing Chen Prasanna Parthasarathi Mahdi Biparva Mehdi Rezagholizadeh RALM 261 14 0 14 Jun 2024
Cross-Modality Program Representation Learning for Electronic Design Automation with High-Level Synthesis Zongyue Qin Yunsheng Bai Atefeh Sohrabizadeh Zijian Ding Ziniu Hu Yizhou Sun Jason Cong 312 7 0 13 Jun 2024
DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs Haishuo Fang Xiaodan Zhu Iryna Gurevych AI4CE 141 9 0 11 Jun 2024
Compositional Generalization with Grounded Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Sondre Wold Étienne Simon Lucas Georges Gabriel Charpentier Egor V. Kostylev Erik Velldal Lilja Øvrelid KELM 218 2 0 07 Jun 2024
Pointer-Guided Pre-Training: Infusing Large Language Models with Paragraph-Level Contextual Awareness L. Hillebrand Prabhupad Pradhan Christian Bauckhage R. Sifa 141 2 0 06 Jun 2024
Multimodal Reasoning with Multimodal Knowledge Graph Junlin Lee Yequan Wang Jing Li Min Zhang 210 44 0 04 Jun 2024
GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning Costas Mavromatis George Karypis RALM LRM ReLM 310 138 0 30 May 2024
KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge Pengcheng Jiang Lang Cao Cao Xiao Parminder Bhatia Jimeng Sun Jiawei Han AI4MH 152 17 0 26 May 2024
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language ModelsNeural Information Processing Systems (NeurIPS), 2024 Bernal Jiménez Gutiérrez Yiheng Shu Yu Gu Michihiro Yasunaga Yu-Chuan Su RALM CLL 336 106 0 23 May 2024
Towards Knowledge-Infused Automated Disease Diagnosis AssistantScientific Reports (Sci Rep), 2024 Mohit Tomar Abhisek Tiwari Sriparna Saha MedIm 177 4 0 18 May 2024
Generalizing Knowledge Graph Embedding with Universal Orthogonal ParameterizationInternational Conference on Machine Learning (ICML), 2024 Rui Li Chaozhuo Li Yanming Shen Zeyu Zhang Xu Chen 137 8 0 14 May 2024
G-SAP: Graph-based Structure-Aware Prompt Learning over Heterogeneous Knowledge for Commonsense ReasoningInternational Conference on Multimedia Retrieval (ICMR), 2024 Ruiting Dai Yuqiao Tan Lisi Mo Shuang Liang Guohao Huo Jiayi Luo Yao Cheng ReLM RALM LRM 140 2 0 09 May 2024
Graph Machine Learning in the Era of Large Language Models (LLMs) Wenqi Fan Shijie Wang Jiani Huang Zhikai Chen Yu Song ... Haitao Mao Hui Liu Xiaorui Liu D. Yin Qing Li AI4CE 405 40 0 23 Apr 2024
Privacy Preserving Prompt Engineering: A Survey Kennedy Edemacu Xintao Wu 365 35 0 09 Apr 2024
Evaluating the Factuality of Large Language Models using Large-Scale Knowledge Graphs Xiaoze Liu Feijie Wu Tianyang Xu Zhuo Chen Yichi Zhang Xiaoqian Wang Jing Gao HILM 290 15 0 01 Apr 2024
Developing Healthcare Language Model Embedding Spaces Niall Taylor Dan Schofield Andrey Kormilitzin Dan W Joyce A. Nevado-Holgado 174 1 0 28 Mar 2024
BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text Elliot Bolton Abhinav Venigalla Michihiro Yasunaga David Leo Wright Hall Betty Xiong ... R. Daneshjou Jonathan Frankle Abigail Z. Jacobs Michael Carbin Christopher D. Manning LM&MA MedIm 256 101 0 27 Mar 2024