Large Language Models: A Survey

9 February 2024

Papers citing "Large Language Models: A Survey"

50 / 169 papers shown

Title
Contrastive Language-Image Learning with Augmented Textual Prompts for 3D/4D FER Using Vision-Language Model Muzammil Behzad Guoying Zhao VLM 46 0 0 28 Apr 2025
Towards Machine-Generated Code for the Resolution of User Intentions Justus Flerlage Ilja Behnke O. Kao 24 0 0 24 Apr 2025
Honey, I Shrunk the Language Model: Impact of Knowledge Distillation Methods on Performance and Explainability Daniel Hendriks Philipp Spitzer Niklas Kühl G. Satzger 17 0 0 22 Apr 2025
GRAIL: Gradient-Based Adaptive Unlearning for Privacy and Copyright in LLMs Kun-Woo Kim Ji-Hoon Park Ju-Min Han Seong-Whan Lee MU PILM 57 0 0 17 Apr 2025
DeepGreen: Effective LLM-Driven Green-washing Monitoring System Designed for Empirical Testing -- Evidence from China Congluo Xu Yu Miao Yiling Xiao Chengmengjia Lin 17 0 0 10 Apr 2025
Leveraging Machine Learning Techniques in Intrusion Detection Systems for Internet of Things Saeid Jamshidi Amin Nikanjam Nafi Kawser Wazed Foutse Khomh 19 0 0 09 Apr 2025
Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey Zulun Zhu Tiancheng Huang Kai Wang Junda Ye X. Chen Siqiang Luo 3DV 34 0 0 08 Apr 2025
Less but Better: Parameter-Efficient Fine-Tuning of Large Language Models for Personality Detection Lingzhi Shen Yunfei Long Xiaohao Cai Guanming Chen Imran Razzak Shoaib Jameel 26 0 0 07 Apr 2025
How Social is It? A Benchmark for LLMs' Capabilities in Multi-user Multi-turn Social Agent Tasks Yusen Wu Junwu Xiong Xiaotie Deng LLMAG 31 0 0 04 Apr 2025
The H-Elena Trojan Virus to Infect Model Weights: A Wake-Up Call on the Security Risks of Malicious Fine-Tuning Virilo Tejedor Cristina Zuheros Carlos Peláez-González David Herrera-Poyatos Andrés Herrera-Poyatos F. Herrera 19 0 0 04 Apr 2025
BabyLM's First Words: Word Segmentation as a Phonological Probing Task Zébulon Goriely P. Buttery 26 0 0 04 Apr 2025
OnRL-RAG: Real-Time Personalized Mental Health Dialogue System Ahsan Bilal Beiyu Lin OffRL RALM AI4MH 40 1 0 02 Apr 2025
When 'YES' Meets 'BUT': Can Large Models Comprehend Contradictory Humor Through Comparative Reasoning? Tuo Liang Zhe Hu Jing Li Hao Zhang Yiren Lu ... Yiran Qiao Disheng Liu Jeirui Peng Jing Ma Yu Yin 39 0 0 29 Mar 2025
RobuNFR: Evaluating the Robustness of Large Language Models on Non-Functional Requirements Aware Code Generation Feng Lin Dong Jae Kim Z. Li Jinqiu Yang Tse-Husn Chen AAML 33 0 0 28 Mar 2025
SWI: Speaking with Intent in Large Language Models Yuwei Yin EunJeong Hwang Giuseppe Carenini LRM 44 0 0 27 Mar 2025
Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap Tong Nie Jian-jun Sun Wei Ma 50 1 0 27 Mar 2025
LangBridge: Interpreting Image as a Combination of Language Embeddings Jiaqi Liao Yuwei Niu Fanqing Meng Hao Li Changyao Tian ... Dianqi Li X. Zhu Li Yuan Jifeng Dai Yu Cheng MLLM 67 0 0 25 Mar 2025
Sun-Shine: A Large Language Model for Tibetan Culture Cheng Huang Fan Gao Nyima Tashi Yutong Liu Xiangxiang Wang ... Gadeng Luosang Rinchen Dongrub Dorje Tashi Xiao Feng Yongbin Yu ALM 70 2 0 24 Mar 2025
ExDDV: A New Dataset for Explainable Deepfake Detection in Video Vlad Hondru Eduard Hogea Darian M. Onchis Radu Tudor Ionescu 51 1 0 18 Mar 2025
Agentic Search Engine for Real-Time IoT Data Abdelrahman Elewah Khalid Elgazzar 46 0 0 15 Mar 2025
FedALT: Federated Fine-Tuning through Adaptive Local Training with Rest-of-the-World LoRA Jieming Bian Lei Wang Letian Zhang Jie Xu 42 1 0 14 Mar 2025
Bridging Language Models and Financial Analysis Alejandro Lopez-Lira Jihoon Kwon Sangwoon Yoon Jy-yong Sohn Chanyeol Choi AIFin 31 0 0 14 Mar 2025
LLMs Working in Harmony: A Survey on the Technological Aspects of Building Effective LLM-Based Multi Agent Systems R. M. Aratchige W. M. K. S. Ilmini LLMAG 33 0 0 13 Mar 2025
OpenRAG: Optimizing RAG End-to-End via In-Context Retrieval Learning Jiawei Zhou Lei Chen 3DV VLM 70 0 0 11 Mar 2025
Large Language Model as Meta-Surrogate for Data-Driven Many-Task Optimization: A Proof-of-Principle Study X. Zhang Yue-jiao Gong Jun Zhang 43 0 0 11 Mar 2025
Beyond In-Distribution Success: Scaling Curves of CoT Granularity for Language Model Generalization Ru Wang Wei Huang Selena Song Haoyu Zhang Yusuke Iwasawa Y. Matsuo Jiaxian Guo OODD LRM 62 2 0 25 Feb 2025
Diffusion Models for Tabular Data: Challenges, Current Progress, and Future Directions Zhong Li Qi Huang Lincen Yang Jiayang Shi Zhao Yang N. V. Stein Thomas Bäck M. Leeuwen DiffM 32 0 0 24 Feb 2025
Linguistic Generalizability of Test-Time Scaling in Mathematical Reasoning Guijin Son Jiwoo Hong Hyunwoo Ko James Thorne LRM 38 5 0 24 Feb 2025
EigenShield: Causal Subspace Filtering via Random Matrix Theory for Adversarially Robust Vision-Language Models Nastaran Darabi Devashri Naik Sina Tayebati Dinithi Jayasuriya Ranganath Krishnan A. R. Trivedi AAML 32 0 0 24 Feb 2025
RAG-Enhanced Collaborative LLM Agents for Drug Discovery Namkyeong Lee Edward De Brouwer Ehsan Hajiramezanali Tommaso Biancalani Chanyoung Park Gabriele Scalia 32 0 0 22 Feb 2025
LLMs in Mobile Apps: Practices, Challenges, and Opportunities Kimberly Hau Safwat Hassan Shurui Zhou 52 0 0 21 Feb 2025
FedEAT: A Robustness Optimization Framework for Federated LLMs Yahao Pang Xingyuan Wu Xiaojin Zhang Wei Chen Hai Jin FedML 72 0 0 17 Feb 2025
Hallucinations are inevitable but statistically negligible Atsushi Suzuki Yulan He Feng Tian Zhongyuan Wang HILM 39 0 0 15 Feb 2025
Preference learning made easy: Everything should be understood through win rate Lily H. Zhang Rajesh Ranganath 74 0 0 14 Feb 2025
Assessing the Impact of the Quality of Textual Data on Feature Representation and Machine Learning Models Tabinda Sarwar Antonio Jose Jimeno Yepes Lawrence Cavedon 53 0 0 12 Feb 2025
SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence Zhining Liu Rana Ali Amjad Ravinarayana Adkathimar Tianxin Wei Hanghang Tong RALM HILM 85 0 0 12 Feb 2025
Uncertainty-Aware Adaptation of Large Language Models for Protein-Protein Interaction Analysis Sanket R. Jantre Tianle Wang Gilchan Park Kriti Chopra Nicholas Jeon Xiaoning Qian Nathan M. Urban Byung-Jun Yoon 52 0 0 10 Feb 2025
AdditiveLLM: Large Language Models Predict Defects in Additive Manufacturing P. Pak A. Farimani AI4CE 68 0 0 29 Jan 2025
Audio-Language Models for Audio-Centric Tasks: A survey Yi Su Jisheng Bai Qisheng Xu Kele Xu Yong Dou AuLLM 88 1 0 28 Jan 2025
URAG: Implementing a Unified Hybrid RAG for Precise Answers in University Admission Chatbots -- A Case Study at HCMUT Long Nguyen Tho Quan 36 0 0 27 Jan 2025
General Information Metrics for Improving AI Model Training Efficiency Jianfeng Xu Congcong Liu Xiaoying Tan Xiaojie Zhu Anpeng Wu ... Weijun Kong Chun Li Hu Xu Kun Kuang Fei Wu 55 0 0 02 Jan 2025
Emerging Security Challenges of Large Language Models Herve Debar Sven Dietrich Pavel Laskov Emil C. Lupu Eirini Ntoutsi ELM 24 0 0 23 Dec 2024
Federated Learning and RAG Integration: A Scalable Approach for Medical Large Language Models Jincheol Jung Hongju Jeong Eui-Nam Huh 78 0 0 18 Dec 2024
SceneLLM: Implicit Language Reasoning in LLM for Dynamic Scene Graph Generation Hang Zhang Zhuoling Li Jun Liu LRM 95 1 0 15 Dec 2024
RAG-based Question Answering over Heterogeneous Data and Text Philipp Christmann G. Weikum LMTD RALM 75 2 0 10 Dec 2024
HackSynth: LLM Agent and Evaluation Framework for Autonomous Penetration Testing Lajos Muzsai David Imolai András Lukács LLMAG 62 4 0 02 Dec 2024
Towards Fault Tolerance in Multi-Agent Reinforcement Learning Yuchen Shi Huaxin Pei Liang Feng Yi Zhang D. Yao 57 0 0 30 Nov 2024
FastSwitch: Optimizing Context Switching Efficiency in Fairness-aware Large Language Model Serving Ao Shen Zhiyao Li Mingyu Gao 59 3 0 27 Nov 2024
PEFTGuard: Detecting Backdoor Attacks Against Parameter-Efficient Fine-Tuning Zhen Sun Tianshuo Cong Yule Liu Chenhao Lin Xinlei He Rongmao Chen Xingshuo Han Xinyi Huang AAML 62 2 0 26 Nov 2024
From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge Dawei Li Bohan Jiang Liangjie Huang Alimohammad Beigi Chengshuai Zhao ... Canyu Chen Tianhao Wu Kai Shu Lu Cheng Huan Liu ELM AILaw 96 61 0 25 Nov 2024