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Fine-Tuning

704 directly classified papers

Papers per year

Papers

K/DA: Automated Data Generation Pipeline for Detoxifying Implicitly Offensive Language in Korean ACL 2025
RiOT: Efficient Prompt Refinement with Residual Optimization Tree ACL 2025
Adaptive Random Feature Regularization on Fine-tuning Deep Neural Networks CVPR 2024
Gradient-based Parameter Selection for Efficient Fine-Tuning CVPR 2024
Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models AAAI 2024
PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models CVPR 2024
Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning CVPR 2024
Follow Your Pose: Pose-Guided Text-to-Video Generation Using Pose-Free Videos AAAI 2024
ActiveDC: Distribution Calibration for Active Finetuning CVPR 2024
MagiCapture: High-Resolution Multi-Concept Portrait Customization AAAI 2024
Tuning Stable Rank Shrinkage: Aiming at the Overlooked Structural Risk in Fine-tuning CVPR 2024
Fraunhofer SIT at WASSA 2024 Empathy and Personality Shared Task: Use of Sentiment Transformers and Data Augmentation With Fuzzy Labels to Predict Emotional Reactions in Conversations and Essays ACL 2024
Empaths at WASSA 2024 Empathy and Personality Shared Task: Turn-Level Empathy Prediction Using Psychological Indicators ACL 2024
Empathify at WASSA 2024 Empathy and Personality Shared Task: Contextualizing Empathy with a BERT-Based Context-Aware Approach for Empathy Detection ACL 2024
MBIAS: Mitigating Bias in Large Language Models While Retaining Context ACL 2024
LLaMA-Based Models for Aspect-Based Sentiment Analysis ACL 2024
TeleChat: An Open-source Billingual Large Language Model ACL 2024
Tuning LLMs with Contrastive Alignment Instructions for Machine Translation in Unseen, Low-resource Languages ACL 2024
Knowledge Acquisition through Continued Pretraining is Difficult: A Case Study on r/AskHistorians ACL 2024
Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation ACL 2024
CMoralEval: A Moral Evaluation Benchmark for Chinese Large Language Models ACL 2024
Instruction Position Matters in Sequence Generation with Large Language Models ACL 2024
Contrastive Instruction Tuning ACL 2024
Making Harmful Behaviors Unlearnable for Large Language Models ACL 2024
Direct Preference Optimization with an Offset ACL 2024