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A Survey of Knowledge Enhanced Pre-trained Language Models

11 November 2022

Lei Hou

Juanzi Li

Papers citing "A Survey of Knowledge Enhanced Pre-trained Language Models"

50 / 64 papers shown

Title
SignAligner: Harmonizing Complementary Pose Modalities for Coherent Sign Language Generation Xu Wang Shengeng Tang Lechao Cheng Feng-Qiang Li Shuo Wang Richang Hong SLR 15 0 0 13 Jun 2025
CausalAbstain: Enhancing Multilingual LLMs with Causal Reasoning for Trustworthy Abstention Yuxi Sun Aoqi Zuo Wei Gao Jing Ma 29 0 0 31 May 2025
Resolving Knowledge Conflicts in Domain-specific Data Selection: A Case Study on Medical Instruction-tuning Qihuang Zhong Liang Ding Fei Liao Juhua Liu Bo Du Dacheng Tao 36 0 0 28 May 2025
Applying Ontologies and Knowledge Augmented Large Language Models to Industrial Automation: A Decision-Making Guidance for Achieving Human-Robot Collaboration in Industry 5.0 John Oyekan C. Turner Michael Bax Erich Graf 52 0 0 24 May 2025
IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment Chenlin Ming Chendi Qu Mengzhang Cai Qizhi Pei Zhuoshi Pan Yu Li Xiaoming Duan Lijun Wu Zeang Sheng 69 0 0 19 May 2025
Knowledge Graphs for Enhancing Large Language Models in Entity Disambiguation Gerard Pons Besim Bilalli Anna Queralt 128 2 0 05 May 2025
ConTextual: Improving Clinical Text Summarization in LLMs with Context-preserving Token Filtering and Knowledge Graphs Fahmida Liza Piya Rahmatollah Beheshti 286 0 0 23 Apr 2025
Dynamic Compressing Prompts for Efficient Inference of Large Language Models Jinwu Hu Wentao Zhang Yufeng Wang Yu Hu Bin Xiao Mingkui Tan Qing Du 109 2 0 15 Apr 2025
Large Language Model (LLM) for Software Security: Code Analysis, Malware Analysis, Reverse Engineering Hamed Jelodar Samita Bai Parisa Hamedi Hesamodin Mohammadian R. Razavi-Far Ali Ghorbani 79 2 0 07 Apr 2025
A Survey on fMRI-based Brain Decoding for Reconstructing Multimodal Stimuli Pengyu Liu Guohua Dong D. Guo Kun Li Fengling Li Xun Yang Meng Wang Xiaomin Ying AI4CE 83 0 0 20 Mar 2025
Agent-Enhanced Large Language Models for Researching Political Institutions Joseph R. Loffredo Suyeol Yun LLMAG 101 0 0 14 Mar 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Min Zhang LM&MA AILaw 228 176 0 28 Jan 2025
Double Landmines: Invisible Textual Backdoor Attacks based on Dual-Trigger Yang Hou Qiuling Yue Lujia Chai Guozhao Liao Wenbao Han Wei Ou 86 0 0 23 Dec 2024
Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Alexander Fichtl Juraj Vladika Georg Groh KELM 133 1 0 25 Nov 2024
PTR: Precision-Driven Tool Recommendation for Large Language Models Hang Gao Yongfeng Zhang KELM 71 0 0 14 Nov 2024
Can Knowledge Graphs Make Large Language Models More Trustworthy? An Empirical Study Over Open-ended Question Answering Yuan Sui Yufei He Zifeng Ding Bryan Hooi HILM RALM ELM 150 10 0 10 Oct 2024
PANOS: Payload-Aware Navigation in Offroad Scenarios Kartikeya Singh Yash Turkar Christo Aluckal Charuvarahan Adhivarahan Karthik Dantu 69 0 0 25 Sep 2024
RexUniNLU: Recursive Method with Explicit Schema Instructor for Universal NLU Chengyuan Liu Shihang Wang Fubang Zhao Kun Kuang Yangyang Kang Weiming Lu Changlong Sun Fei Wu 87 0 0 09 Sep 2024
GenAI-powered Multi-Agent Paradigm for Smart Urban Mobility: Opportunities and Challenges for Integrating Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) with Intelligent Transportation Systems Haowen Xu Jinghui Yuan Anye Zhou Guanhao Xu Wan Li Xuegang Ban Xinyue Ye 104 13 0 31 Aug 2024
Enhancing Natural Language Inference Performance with Knowledge Graph for COVID-19 Automated Fact-Checking in Indonesian Language Arief Purnama Muharram Ayu Purwarianti 69 2 0 22 Aug 2024
A Systematic Review on Long-Tailed Learning Chongsheng Zhang G. Almpanidis Gaojuan Fan Binquan Deng Yanbo Zhang Ji Liu Aouaidjia Kamel Paolo Soda Joao Gama 115 8 0 01 Aug 2024
Think-on-Graph 2.0: Deep and Interpretable Large Language Model Reasoning with Knowledge Graph-guided Retrieval Shengjie Ma Chengjin Xu Xuhui Jiang Muzhi Li Huaren Qu Jian Guo ReLM LRM RALM 3DV 110 18 0 15 Jul 2024
CogNarr Ecosystem: Facilitating Group Cognition at Scale John C. Boik 136 0 0 11 Jul 2024
A Survey of Attacks on Large Vision-Language Models: Resources, Advances, and Future Trends Daizong Liu Mingyu Yang Xiaoye Qu Pan Zhou Yu Cheng Wei Hu ELM AAML 108 32 0 10 Jul 2024
Combining Knowledge Graphs and Large Language Models Amanda Kau Xuzeng He Aishwarya Nambissan Aland Astudillo Hui Yin Amir Aryani 98 17 0 09 Jul 2024
Enhancing Collaborative Semantics of Language Model-Driven Recommendations via Graph-Aware Learning Zhong Guan Likang Wu Hongke Zhao Ming He Jianpin Fan 87 3 0 19 Jun 2024
GPT-Powered Elicitation Interview Script Generator for Requirements Engineering Training Binnur Görer Fatma Başak Aydemir 108 4 0 17 Jun 2024
Residual Learning and Context Encoding for Adaptive Offline-to-Online Reinforcement Learning Mohammadreza Nakhaei Aidan Scannell Joni Pajarinen OffRL 101 1 0 12 Jun 2024
Research Trends for the Interplay between Large Language Models and Knowledge Graphs H. Khorashadizadeh Fatima Zahra Amara Morteza Ezzabady Frédéric Ieng Sanju Tiwari Nandana Mihindukulasooriya Jinghua Groppe S. Sahri Farah Benamara Sven Groppe 102 10 0 12 Jun 2024
TexIm FAST: Text-to-Image Representation for Semantic Similarity Evaluation using Transformers Wazib Ansar Saptarsi Goswami Amlan Chakrabarti ViT 70 0 0 06 Jun 2024
Towards Ontology-Enhanced Representation Learning for Large Language Models Francesco Ronzano Jay Nanavati 67 5 0 30 May 2024
Evaluating the External and Parametric Knowledge Fusion of Large Language Models Hao Zhang Yuyang Zhang Xiaoguang Li Wenxuan Shi Haonan Xu ... Yasheng Wang Lifeng Shang Qun Liu Yong Liu Ruiming Tang KELM 97 5 0 29 May 2024
Safety Control of Service Robots with LLMs and Embodied Knowledge Graphs Yong Qi Gabriel Kyebambo Siyuan Xie Wei Shen Shenghui Wang Bitao Xie Bin He Zhipeng Wang Shuo Jiang 69 2 0 28 May 2024
FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering Yuan Sui Yufei He Nian Liu Xiaoxin He Kun Wang Bryan Hooi LRM 188 11 0 22 May 2024
Decoding by Contrasting Knowledge: Enhancing LLMs' Confidence on Edited Facts Baolong Bi Shenghua Liu Lingrui Mei Yiwei Wang Pengliang Ji Xueqi Cheng KELM 76 35 0 19 May 2024
Large Language Models for Education: A Survey Hanyi Xu Wensheng Gan Zhenlian Qi Jiayang Wu Philip S. Yu AI4Ed ELM 138 18 0 12 May 2024
Knowledge-aware Text-Image Retrieval for Remote Sensing Images Li Mi Xianjie Dai J. Castillo-Navarro D. Tuia 62 5 0 06 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 Dawei Yin Qing Li AI4CE 117 29 0 23 Apr 2024
emrQA-msquad: A Medical Dataset Structured with the SQuAD V2.0 Framework, Enriched with emrQA Medical Information Jimenez Eladio Hao Wu 74 4 0 18 Apr 2024
An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in Heterogeneous Federated Learning Jianqing Zhang Yang Liu Yang Hua Jian Cao 110 12 0 23 Mar 2024
KnowPhish: Large Language Models Meet Multimodal Knowledge Graphs for Enhancing Reference-Based Phishing Detection Yuexin Li Chengyu Huang Shumin Deng Mei Lin Lock Tri Cao Nay Oo Hoon Wei Lim Bryan Hooi 111 21 0 04 Mar 2024
Online Training of Large Language Models: Learn while chatting Juhao Liang Ziwei Wang Zhuoheng Ma Jianquan Li Zhiyi Zhang Xiangbo Wu Benyou Wang KELM 106 4 0 04 Mar 2024
Foundation Model Sherpas: Guiding Foundation Models through Knowledge and Reasoning D. Bhattacharjya Junkyu Lee Don Joven Agravante Balaji Ganesan Radu Marinescu LLMAG 50 1 0 02 Feb 2024
Security and Privacy Challenges of Large Language Models: A Survey B. Das M. H. Amini Yanzhao Wu PILM ELM 130 145 0 30 Jan 2024
Demystifying Chains, Trees, and Graphs of Thoughts Maciej Besta Florim Memedi Zhenyu Zhang Robert Gerstenberger Guangyuan Piao ... Aleš Kubíček H. Niewiadomski Aidan O'Mahony Onur Mutlu Torsten Hoefler AI4CE LRM 361 33 0 25 Jan 2024
Synergizing Machine Learning & Symbolic Methods: A Survey on Hybrid Approaches to Natural Language Processing Rrubaa Panchendrarajan A. Zubiaga 71 10 0 22 Jan 2024
UniRQR: A Unified Model for Retrieval Decision, Query, and Response Generation in Internet-Based Knowledge Dialogue Systems Zhongtian Hu Yangqi Chen Meng Zhao Ronghan Li Lifang Wang RALM 53 1 0 11 Jan 2024
Large Language Models for Conducting Advanced Text Analytics Information Systems Research Benjamin Ampel Chi-Heng Yang Junjie Hu Hsinchun Chen 116 8 0 27 Dec 2023
Diversifying Knowledge Enhancement of Biomedical Language Models using Adapter Modules and Knowledge Graphs Juraj Vladika Alexander Fichtl Florian Matthes KELM 59 1 0 21 Dec 2023
KnowGPT: Knowledge Graph based Prompting for Large Language Models Qinggang Zhang Junnan Dong Hao Chen Daochen Zha Zailiang Yu Xiao Huang KELM RALM 146 11 0 11 Dec 2023