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Fine-Tuning

262 directly classified papers

Papers per year

Papers

GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation NAACL 2025
Closed-Loop Supervised Fine-Tuning of Tokenized Traffic Models CVPR 2025
Massive Supervised Fine-tuning Experiments Reveal How Data, Layer, and Training Factors Shape LLM Alignment Quality EMNLP 2025
TASO: Task-Aligned Sparse Optimization for Parameter-Efficient Model Adaptation EMNLP 2025
Tongue-Tied: Breaking LLMs Safety Through New Language Learning NAACL 2025
Uni-Retrieval: A Multi-Style Retrieval Framework for STEM’s Education ACL 2025
When to Speak, When to Abstain: Contrastive Decoding with Abstention ACL 2025
AdaDHP: Fine-Grained Fine-Tuning via Dual Hadamard Product and Adaptive Parameter Selection ACL 2025
DenseLoRA: Dense Low-Rank Adaptation of Large Language Models ACL 2025
PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation ACL 2025
LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering ACL 2025
Towards Context-Robust LLMs: A Gated Representation Fine-tuning Approach ACL 2025
Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation CVPR 2025
How to Train Long-Context Language Models (Effectively) ACL 2025
Multi-modal Deepfake Detection via Multi-task Audio-Visual Prompt Learning AAAI 2025
P-React: Synthesizing Topic-Adaptive Reactions of Personality Traits via Mixture of Specialized LoRA Experts ACL 2025
Target Scanpath-Guided 360-Degree Image Enhancement AAAI 2025
Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions ACL 2025
p-Laplacian Adaptation for Generative Pre-trained Vision-Language Models AAAI 2024
Boundary Matters: A Bi-Level Active Finetuning Method NIPS 2024
LION: Implicit Vision Prompt Tuning AAAI 2024
SAM-PARSER: Fine-Tuning SAM Efficiently by Parameter Space Reconstruction AAAI 2024
SA²VP: Spatially Aligned-and-Adapted Visual Prompt AAAI 2024
Prefix Text as a Yarn: Eliciting Non-English Alignment in Foundation Language Model ACL 2024
Prompting Multi-Modal Image Segmentation with Semantic Grouping AAAI 2024