Papers
19,135 papers found
QUILL: Query Intent with Large Language Models using Retrieval Augmentation and Multi-stage Distillation
Krishna Srinivasan, Karthik Raman, Anupam Samanta et al.
Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps
Yung-Sung Chuang, Linlu Qiu, Cheng-Yu Hsieh et al.
MetaGPT: Merging Large Language Models Using Model Exclusive Task Arithmetic
Yuyan Zhou, Liang Song, Bingning Wang et al.
SimLLM: Detecting Sentences Generated by Large Language Models Using Similarity between the Generation and its Re-generation
Hoang-Quoc Nguyen-Son, Minh-Son Dao, Koji Zettsu
RAGAR, Your Falsehood Radar: RAG-Augmented Reasoning for Political Fact-Checking using Multimodal Large Language Models
Mohammed Abdul Khaliq, Paul Yu-Chun Chang, Mingyang Ma et al.
Icon2: Aligning Large Language Models Using Self-Synthetic Preference Data via Inherent Regulation
Qiyuan Chen, Hongsen Huang, Qian Shao et al.
LEO-MINI: An Efficient Multimodal Large Language Model using Conditional Token Reduction and Mixture of Multi-Modal Experts
Yimu Wang, Mozhgan Nasr Azadani, Sean Sedwards et al.
Efficient Beam Search for Large Language Models Using Trie-Based Decoding
Brian J Chan, Mao-xun Huang, Jui-Hung Cheng et al.
Tag&Tab: Pretraining Data Detection in Large Language Models Using Keyword-Based Membership Inference Attack
Sagiv Antebi, Edan Habler, Asaf Shabtai et al.
MedCOD: Enhancing English-to-Spanish Medical Translation of Large Language Models Using Enriched Chain-of-Dictionary Framework
Md Shahidul Salim, Lian Fu, Arav Adikesh Ramakrishnan et al.
A Monte-Carlo Sampling Framework For Reliable Evaluation of Large Language Models Using Behavioral Analysis
Davood Wadi, Marc Fredette
BloomWise: Enhancing Problem-Solving capabilities of Large Language Models using Bloom’s-Taxonomy-Inspired Prompts
Maria-Eleni Zoumpoulidi, Georgios Paraskevopoulos, Alexandros Potamianos
REvolve: Reward Evolution with Large Language Models using Human Feedback
RISHI HAZRA, Alkis Sygkounas, Andreas Persson et al.
Beyond Memorization: Assessing Semantic Generalization in Large Language Models Using Phrasal Constructions
Wesley Scivetti, Melissa Torgbi, Mollie Shichman et al.
Structured Pruning for Large Language Models Using Coupled Components Elimination and Minor Fine-tuning
Honghe Zhang, Xiaolong Shi, Jingwei Sun et al.
Assessing Student Explanations with Large Language Models Using Fine-Tuning and Few-Shot Learning
Dan Carpenter, Wookhee Min, Seung Lee et al.
Conflict and Overlap Classification in Construction Standards Using a Large Language Model
Seong-Jin Park, Youn-Gyu Jin, Hyun-Young Moon et al.
UMUTeam and SINAI at SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis using Multilingual Large Language Models and Data Augmentation
José Antonio García-Díaz, Ronghao Pan, Salud María Jiménez Zafra et al.
AILS-NTUA at SemEval-2025 Task 4: Parameter-Efficient Unlearning for Large Language Models using Data Chunking
Iraklis Premptis, Maria Lymperaiou, George Filandrianos et al.
ParetoHqD: Fast Offline Multiobjective Alignment of Large Language Models Using Pareto High-Quality Data
Haoran Gu, Handing Wang, Yi Mei et al.
Evaluating the Factuality of Large Language Models Using Multiple Plug-and-Play Fact Sources
Zhaoheng Huang, Yutao Zhu, Jirong Wen et al.
Examining Gender and Racial Bias in Large Vision–Language Models Using a Novel Dataset of Parallel Images
Kathleen Fraser, Svetlana Kiritchenko