Large Language Models: A Survey

9 February 2024

Papers citing "Large Language Models: A Survey"

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Title
Unification of Balti and trans-border sister dialects in the essence of LLMs and AI Technology Muhammad Sharif Jiangyan Yi Muhammad Shoaib 57 0 0 20 Nov 2024
ChatHTTPFuzz: Large Language Model-Assisted IoT HTTP Fuzzing Zhe Yang Hao Peng Yanling Jiang X. Li Haohua Du Shuhai Wang Jianwei Liu 63 2 0 18 Nov 2024
The Dark Side of Trust: Authority Citation-Driven Jailbreak Attacks on Large Language Models Xikang Yang Xuehai Tang Jizhong Han Songlin Hu 63 0 0 18 Nov 2024
ZeFaV: Boosting Large Language Models for Zero-shot Fact Verification Son T. Luu Hiep Nguyen Trung Vo Le-Minh Nguyen 16 0 0 18 Nov 2024
World Models: The Safety Perspective Zifan Zeng Chongzhe Zhang Feng Liu Joseph Sifakis Qunli Zhang Shiming Liu Peng Wang KELM LLMAG 32 1 0 12 Nov 2024
Large Language Models for Constructing and Optimizing Machine Learning Workflows: A Survey Yang Gu Hengyu You Jian Cao Muran Yu Haoran Fan Shiyou Qian LM&MA AI4CE 31 2 0 11 Nov 2024
The Future of Intelligent Healthcare: A Systematic Analysis and Discussion on the Integration and Impact of Robots Using Large Language Models for Healthcare Souren Pashangpour Goldie Nejat LM&MA 37 5 0 05 Nov 2024
Optimizing Contextual Speech Recognition Using Vector Quantization for Efficient Retrieval Nikolaos Flemotomos Roger Hsiao P. Swietojanski Takaaki Hori Dogan Can Xiaodan Zhuang 32 0 0 01 Nov 2024
Standardization Trends on Safety and Trustworthiness Technology for Advanced AI Jonghong Jeon 19 2 0 29 Oct 2024
Beyond Interpretability: The Gains of Feature Monosemanticity on Model Robustness Qi Zhang Yifei Wang Jingyi Cui Xiang Pan Qi Lei Stefanie Jegelka Yisen Wang AAML 21 1 0 27 Oct 2024
Demystifying Large Language Models for Medicine: A Primer Qiao Jin Nicholas Wan Robert Leaman Shubo Tian Zhizheng Wang ... Chunhua Weng Ronald M. Summers Qingyu Chen Yifan Peng Zhiyong Lu LM&MA 22 1 0 24 Oct 2024
Advancing NLP Security by Leveraging LLMs as Adversarial Engines Sudarshan Srinivasan Maria Mahbub Amir Sadovnik AAML 19 0 0 23 Oct 2024
Opportunities and Challenges of Generative-AI in Finance Akshar Prabhu Desai Ganesh Satish Mallya Mohammad Luqman Tejasvi Ravi Nithya Kota Pranjul Yadav AIFin 23 2 0 21 Oct 2024
Causality for Large Language Models Anpeng Wu Kun Kuang Minqin Zhu Yingrong Wang Yujia Zheng Kairong Han B. Li Guangyi Chen Fei Wu Kun Zhang LRM 34 4 0 20 Oct 2024
Harnessing Your DRAM and SSD for Sustainable and Accessible LLM Inference with Mixed-Precision and Multi-level Caching Jie Peng Zhang Cao Huaizhi Qu Zhengyu Zhang Chang Guo Yanyong Zhang Zhichao Cao Tianlong Chen 13 0 0 17 Oct 2024
Dual-Model Distillation for Efficient Action Classification with Hybrid Edge-Cloud Solution Timothy Wei Hsien Xin Peng Elaine Xu Bryan Zhao Lei Ding Diji Yang 16 0 0 16 Oct 2024
BSM: Small but Powerful Biological Sequence Model for Genes and Proteins Weixi Xiang Xueting Han Xiujuan Chai Jing Bai 16 1 0 15 Oct 2024
Athena: Retrieval-augmented Legal Judgment Prediction with Large Language Models Xiao Peng Liang Chen AILaw RALM ELM 14 1 0 15 Oct 2024
Data Quality Control in Federated Instruction-tuning of Large Language Models Yaxin Du Rui Ye Fengting Yuchi W. Zhao Jingjing Qu Y. Wang Siheng Chen ALM FedML 37 0 0 15 Oct 2024
EEGPT: Unleashing the Potential of EEG Generalist Foundation Model by Autoregressive Pre-training Tongtian Yue Shuning Xue Xuange Gao Yepeng Tang Longteng Guo Jie Jiang J. Liu 13 3 0 14 Oct 2024
Adaptive Reasoning and Acting in Medical Language Agents Abhishek Dutta Yen-Che Hsiao AI4CE LM&MA 11 0 0 13 Oct 2024
Scaling Laws for Predicting Downstream Performance in LLMs Yangyi Chen Binxuan Huang Yifan Gao Zhengyang Wang Jingfeng Yang Heng Ji LRM 41 7 0 11 Oct 2024
The language of sound search: Examining User Queries in Audio Search Engines Benno Weck Frederic Font 18 0 0 10 Oct 2024
Personal Intelligence System UniLM: Hybrid On-Device Small Language Model and Server-Based Large Language Model for Malay Nusantara Azree Nazri Olalekan Agbolade Faisal Aziz 13 0 0 09 Oct 2024
SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Yuxin Xiao Shujian Zhang Wenxuan Zhou Marzyeh Ghassemi Sanqiang Zhao 27 0 0 07 Oct 2024
RevMUX: Data Multiplexing with Reversible Adapters for Efficient LLM Batch Inference Yige Xu Xu Guo Zhiwei Zeng Chunyan Miao 18 0 0 06 Oct 2024
ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection Yibo Yan Shen Wang Jiahao Huo Hang Li B. Li ... Kun Wang Hui Xiong Philip S. Yu Xuming Hu Qingsong Wen LRM 23 10 0 06 Oct 2024
Improving Unsupervised Constituency Parsing via Maximizing Semantic Information Junjie Chen Xiangheng He Yusuke Miyao Danushka Bollegala 27 0 0 03 Oct 2024
Locret: Enhancing Eviction in Long-Context LLM Inference with Trained Retaining Heads on Consumer-Grade Devices Yuxiang Huang Binhang Yuan Xu Han Chaojun Xiao Zhiyuan Liu RALM 59 1 0 02 Oct 2024
LLMs4Synthesis: Leveraging Large Language Models for Scientific Synthesis Hamed Babaei Giglou Jennifer D'Souza Sören Auer 14 2 0 27 Sep 2024
Enhancing Explainability in Multimodal Large Language Models Using Ontological Context Jihen Amara B. König-Ries Sheeba Samuel 9 1 0 27 Sep 2024
Harnessing Diversity for Important Data Selection in Pretraining Large Language Models Chi Zhang Huaping Zhong Kuan Zhang Chengliang Chai Rui Wang ... Lei Cao Ju Fan Ye Yuan Guoren Wang Conghui He TDI 20 1 0 25 Sep 2024
SwiftDossier: Tailored Automatic Dossier for Drug Discovery with LLMs and Agents Gabriele Fossi Youssef Boulaimen Leila Outemzabet Nathalie Jeanray Stephane Gerart Sebastien Vachenc Joanna Giemza Salvatore Raieli 17 1 0 24 Sep 2024
Contrastive Learning for Knowledge-Based Question Generation in Large Language Models Zhenhong Zhang Jiajing Chen Weiyan Shi Lingjie Yi Chihang Wang Qian Yu 14 9 0 21 Sep 2024
Surveying the MLLM Landscape: A Meta-Review of Current Surveys Ming Li Keyu Chen Ziqian Bi Ming Liu Benji Peng ... Jinlang Wang Sen Zhang X. Pan Jiawei Xu Pohsun Feng OffRL 31 1 0 17 Sep 2024
DomURLs_BERT: Pre-trained BERT-based Model for Malicious Domains and URLs Detection and Classification Abdelkader El Mahdaouy Salima Lamsiyah Meryem Janati Idrissi H. Alami Zakaria Yartaoui Ismail Berrada 14 1 0 13 Sep 2024
MAS4POI: a Multi-Agents Collaboration System for Next POI Recommendation Yuqian Wu Yuhong Peng Jiapeng Yu Raymond S. T. Lee LLMAG 16 2 0 05 Sep 2024
Political DEBATE: Efficient Zero-shot and Few-shot Classifiers for Political Text Michael Burnham Kayla Kahn Ryan Yank Wang Rachel X. Peng 19 3 0 03 Sep 2024
A Survey for Large Language Models in Biomedicine Chong Wang Mengyao Li Junjun He Zhongruo Wang Erfan Darzi ... Yi Yu Pietro Liò Tianyun Wang Yu Guang Wang Yiqing Shen LM&MA 16 5 0 29 Aug 2024
A Survey on Evaluation of Multimodal Large Language Models Jiaxing Huang Jingyi Zhang LM&MA ELM LRM 43 20 0 28 Aug 2024
CBF-LLM: Safe Control for LLM Alignment Yuya Miyaoka Masaki Inoue 16 2 0 28 Aug 2024
A Survey of Large Language Models for European Languages Wazir Ali S. Pyysalo 31 2 0 27 Aug 2024
SMILE: Zero-Shot Sparse Mixture of Low-Rank Experts Construction From Pre-Trained Foundation Models A. Tang Li Shen Yong Luo Shuai Xie Han Hu Lefei Zhang Bo Du Dacheng Tao MoMe 16 3 0 19 Aug 2024
PsychoLex: Unveiling the Psychological Mind of Large Language Models Mohammad Amin Abbasi Farnaz Sadat Mirnezami Hassan Naderi LM&MA 22 1 0 16 Aug 2024
Towards Autonomous Agents: Adaptive-planning, Reasoning, and Acting in Language Models Yen-Che Hsiao Abhishek Dutta LLMAG LM&Ro LRM 18 0 0 12 Aug 2024
Towards Explainable Network Intrusion Detection using Large Language Models Paul R. B. Houssel Priyanka Singh S. Layeghy Marius Portmann 16 3 0 08 Aug 2024
Accuracy and Consistency of LLMs in the Registered Dietitian Exam: The Impact of Prompt Engineering and Knowledge Retrieval Iman Azimi Mohan Qi Li Wang Amir M. Rahmani Youlin Li 36 0 0 06 Aug 2024
Large Model Strategic Thinking, Small Model Efficiency: Transferring Theory of Mind in Large Language Models Nunzio Lorè Alireza Ilami Babak Heydari LRM 31 0 0 05 Aug 2024
Large Language Model Aided QoS Prediction for Service Recommendation Huiying Liu Zekun Zhang Honghao Li Qilin Wu Yiwen Zhang 13 1 0 05 Aug 2024
RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework Kunlun Zhu Yifan Luo Dingling Xu Ruobing Wang Shi Yu ... Yishan Li Zhiyuan Liu Xu Han Zhiyuan Liu Maosong Sun 21 17 0 02 Aug 2024