Title
Large Language Models for Computer-Aided Design: A Survey Licheng Zhang Bach Le Naveed Akhtar Siew-Kei Lam Tuan Ngo 3DV AI4CE 38 0 0 13 May 2025
Evolutionary thoughts: integration of large language models and evolutionary algorithms Antonio Jimeno Yepes Pieter Barnard 33 0 0 09 May 2025
An empathic GPT-based chatbot to talk about mental disorders with Spanish teenagers Alba María Mármol-Romero Manuel García-Vega Miguel Ángel García-Cumbreras Arturo Montejo-Ráez 35 3 0 09 May 2025
Optimizing LLMs for Resource-Constrained Environments: A Survey of Model Compression Techniques Sanjay Surendranath Girija Shashank Kapoor Lakshit Arora Dipen Pradhan Aman Raj Ankit Shetgaonkar 57 0 0 05 May 2025
High-Fidelity Pseudo-label Generation by Large Language Models for Training Robust Radiology Report Classifiers Brian Wong Kaito Tanaka 37 0 0 03 May 2025
Compact Recurrent Transformer with Persistent Memory Edison Mucllari Z. Daniels David C. Zhang Qiang Ye CLL VLM 49 0 0 02 May 2025
Generative AI in Education: Student Skills and Lecturer Roles Stefanie Krause Ashish Dalvi Syed Khubaib Zaidi 159 0 0 28 Apr 2025
LZ Penalty: An information-theoretic repetition penalty for autoregressive language models Antonio A. Ginart Naveen Kodali J. Lee Caiming Xiong Shri Kiran Srinivasan John Emmons 29 0 0 28 Apr 2025
Large Language Models as Particle Swarm Optimizers Yamato Shinohara Jinglue Xu Tianshui Li Hitoshi Iba 31 0 0 12 Apr 2025
Deep Learning-based Intrusion Detection Systems: A Survey Zhiwei Xu Yujuan Wu Shiheng Wang Jiabao Gao Tian Qiu Ziqi Wang Hai Wan Xibin Zhao 26 1 0 10 Apr 2025
SCORE: Story Coherence and Retrieval Enhancement for AI Narratives Qiang Yi Yangfan He J. Wang Xinyuan Song Shiyao Qian ... Keqin Li Kuan Lu Menghao Huo Jiaqi Chen Tianyu Shi RALM 42 8 0 30 Mar 2025
LLM-QE: Improving Query Expansion by Aligning Large Language Models with Ranking Preferences Sijia Yao Pengcheng Huang Zhenghao Liu Yu Gu Yukun Yan S. Yu Ge Yu RALM 41 0 0 24 Feb 2025
RLTHF: Targeted Human Feedback for LLM Alignment Yifei Xu Tusher Chakraborty Emre Kıcıman Bibek Aryal Eduardo Rodrigues ... Rafael Padilha Leonardo Nunes Shobana Balakrishnan Songwu Lu Ranveer Chandra 118 1 0 24 Feb 2025
Entity Decomposition with Filtering: A Zero-Shot Clinical Named Entity Recognition Framework Reza Averly Xia Ning 113 1 0 21 Feb 2025
Automatic Labelling with Open-source LLMs using Dynamic Label Schema Integration Thomas Walshe S. Moon Chunyang Xiao Yawwani Gunawardana Fran Silavong 44 1 0 21 Jan 2025
A Comprehensive Survey of Foundation Models in Medicine Wasif Khan Seowung Leem Kyle B. See Joshua K. Wong Shaoting Zhang R. Fang AI4CE LM&MA VLM 105 18 0 17 Jan 2025
Foundation Models at Work: Fine-Tuning for Fairness in Algorithmic Hiring Buse Sibel Korkmaz Rahul Nair Elizabeth M. Daly Evangelos Anagnostopoulos Christos Varytimidis Antonio del Rio Chanona 40 0 0 13 Jan 2025
Tailored-LLaMA: Optimizing Few-Shot Learning in Pruned LLaMA Models with Task-Specific Prompts Danyal Aftab Steven Davy ALM 49 0 0 10 Jan 2025
Persistence of Backdoor-based Watermarks for Neural Networks: A Comprehensive Evaluation Anh Tu Ngo Chuan Song Heng Nandish Chattopadhyay Anupam Chattopadhyay AAML 138 0 0 06 Jan 2025
MM-Path: Multi-modal, Multi-granularity Path Representation Learning -- Extended Version Ronghui Xu Hanyin Cheng Chenjuan Guo Hongfan Gao J. Hu Sean Bin Yang Bin Yang 80 4 0 03 Jan 2025
Mathematical Language Models: A Survey Wei Liu Hanglei Hu Jie Zhou Yuyang Ding Junsong Li ... Mengliang He Qin Chen Bo Jiang Aimin Zhou Liang He LRM 79 12 0 03 Jan 2025
On the Learn-to-Optimize Capabilities of Transformers in In-Context Sparse Recovery Renpu Liu Ruida Zhou Cong Shen Jing Yang 28 0 0 17 Oct 2024
Benchmarking Defeasible Reasoning with Large Language Models -- Initial Experiments and Future Directions Ilias Tachmazidis Sotiris Batsakis G. Antoniou ReLM LRM 27 0 0 16 Oct 2024
HerO at AVeriTeC: The Herd of Open Large Language Models for Verifying Real-World Claims Yejun Yoon Jaeyoon Jung Seunghyun Yoon Kunwoo Park VLM LRM 24 2 0 16 Oct 2024
Negative-Prompt-driven Alignment for Generative Language Model Shiqi Qiao Ning Xv Biao Liu Xin Geng ALM SyDa 33 0 0 16 Oct 2024
HSR-Enhanced Sparse Attention Acceleration Bo Chen Yingyu Liang Zhizhou Sha Zhenmei Shi Zhao-quan Song 95 18 0 14 Oct 2024
Divide and Translate: Compositional First-Order Logic Translation and Verification for Complex Logical Reasoning Hyun Ryu Gyeongman Kim Hyemin S. Lee Eunho Yang LRM 40 3 0 10 Oct 2024
Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective Jinhao Li Jiaming Xu Shan Huang Yonghua Chen Wen Li ... Jiayi Pan Li Ding Hao Zhou Yu Wang Guohao Dai 62 16 0 06 Oct 2024
From Pixels to Personas: Investigating and Modeling Self-Anthropomorphism in Human-Robot Dialogues Yu Li Devamanyu Hazarika Di Jin Julia Hirschberg Yang Liu 28 0 0 04 Oct 2024
MoDeGPT: Modular Decomposition for Large Language Model Compression Chi-Heng Lin Shangqian Gao James Seale Smith Abhishek Patel Shikhar Tuli Yilin Shen Hongxia Jin Yen-Chang Hsu 71 7 0 19 Aug 2024
Discrete Randomized Smoothing Meets Quantum Computing Md. Nazmus Sakib Aman Saxena Nicola Franco Md Mashrur Arifin Stephan Günnemann AAML 29 1 0 01 Aug 2024
Accelerating Large Language Model Inference with Self-Supervised Early Exits Florian Valade LRM 44 1 0 30 Jul 2024
Merge, Ensemble, and Cooperate! A Survey on Collaborative Strategies in the Era of Large Language Models Jinliang Lu Ziliang Pang Min Xiao Yaochen Zhu Rui Xia Jiajun Zhang MoMe 49 18 0 08 Jul 2024
Eliminating Position Bias of Language Models: A Mechanistic Approach Ziqi Wang Hanlin Zhang Xiner Li Kuan-Hao Huang Chi Han Shuiwang Ji Sham Kakade Hao Peng Heng Ji 57 12 0 01 Jul 2024
SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Model Yongting Zhang Lu Chen Guodong Zheng Yifeng Gao Rui Zheng ... Yu Qiao Xuanjing Huang Feng Zhao Tao Gui Jing Shao VLM 85 24 0 17 Jun 2024
LLM Reading Tea Leaves: Automatically Evaluating Topic Models with Large Language Models Xiaohao Yang He Zhao Dinh Q. Phung Wray L. Buntine Lan Du ALM ELM 76 2 0 13 Jun 2024
Ad Auctions for LLMs via Retrieval Augmented Generation Mohammadtaghi Hajiaghayi Sébastien Lahaie Keivan Rezaei Suho Shin 43 6 0 12 Jun 2024
Annotation alignment: Comparing LLM and human annotations of conversational safety Rajiv Movva Pang Wei Koh Emma Pierson ALM 39 3 0 10 Jun 2024
Brainstorming Brings Power to Large Language Models of Knowledge Reasoning Zining Qin Chenhao Wang Huiling Qin Weijia Jia LRM 45 1 0 02 Jun 2024
TS-Align: A Teacher-Student Collaborative Framework for Scalable Iterative Finetuning of Large Language Models Chen Zhang Chengguang Tang Dading Chong Ke Shi Guohua Tang Feng Jiang Haizhou Li 35 4 0 30 May 2024
Arithmetic Reasoning with LLM: Prolog Generation & Permutation Xiaocheng Yang Bingsen Chen Yik-Cheung Tam LRM 37 10 0 28 May 2024
Multi-Reference Preference Optimization for Large Language Models Hung Le Quan Tran D. Nguyen Kien Do Saloni Mittal Kelechi Ogueji Svetha Venkatesh 62 0 0 26 May 2024
Prompt-Aware Adapter: Towards Learning Adaptive Visual Tokens for Multimodal Large Language Models Yue Zhang Hehe Fan Yi Yang 53 3 0 24 May 2024
CPS-LLM: Large Language Model based Safe Usage Plan Generator for Human-in-the-Loop Human-in-the-Plant Cyber-Physical System Ayan Banerjee Aranyak Maity Payal Kamboj Sandeep K. S. Gupta 24 5 0 19 May 2024
HAFFormer: A Hierarchical Attention-Free Framework for Alzheimer's Disease Detection From Spontaneous Speech Zhongren Dong Zixing Zhang Weixiang Xu Jing Han Jianjun Ou Björn W. Schuller 40 1 0 07 May 2024
Exploring Text-based Realistic Building Facades Editing Applicaiton Jing Wang Xin Zhang AI4CE 42 1 0 05 May 2024
Boosting Architectural Generation via Prompts: Report Xin Zhang Wenwen Liu AI4CE 32 1 0 24 Apr 2024
Language in Vivo vs. in Silico: Size Matters but Larger Language Models Still Do Not Comprehend Language on a Par with Humans Vittoria Dentella Fritz Guenther Evelina Leivada ELM 49 1 0 23 Apr 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 84 46 0 23 Apr 2024
Improving the Capabilities of Large Language Model Based Marketing Analytics Copilots With Semantic Search And Fine-Tuning Yilin Gao Arava Sai Kumar Yancheng Li James W. Snyder AI4MH 40 2 0 16 Apr 2024