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Fine-Tuning

262 directly classified papers

Papers per year

Papers

Fine-Tuning vs Prompting Techniques for Gender-Fair Rewriting of Machine Translations ACL 2025
Tongue-Tied: Breaking LLMs Safety Through New Language Learning NAACL 2025
AdaDHP: Fine-Grained Fine-Tuning via Dual Hadamard Product and Adaptive Parameter Selection ACL 2025
SOMD 2025: Fine-tuning ModernBERT for In- and Out-of-Distribution NER and Relation Extraction of Software Mentions in Scientific Texts ACL 2025
Extracting Software Mentions and Relations using Transformers and LLM-Generated Synthetic Data at SOMD 2025 ACL 2025
Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions ACL 2025
Multi-modal Deepfake Detection via Multi-task Audio-Visual Prompt Learning AAAI 2025
Target Scanpath-Guided 360-Degree Image Enhancement AAAI 2025
Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation AAAI 2025
Exploring the Better Multimodal Synergy Strategy for Vision-Language Models AAAI 2025
Fine-Tuning Language Models with Collaborative and Semantic Experts AAAI 2025
DFF: Decision-Focused Fine-Tuning for Smarter Predict-Then-Optimize with Limited Data AAAI 2025
PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation ACL 2025
Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think WACV 2025
TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models ACL 2025
Pointing to a Llama and Call it a Camel: On the Sycophancy of Multimodal Large Language Models EMNLP 2025
A Parameter-Efficient and Fine-Grained Prompt Learning for Vision-Language Models ACL 2025
SYSUpporter Team at BEA 2025 Shared Task: Class Compensation and Assignment Optimization for LLM-generated Tutor Identification ACL 2025
The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning ACL 2025
Alleviating Hallucinations in Large Language Models via Truthfulness-driven Rank-adaptive LoRA ACL 2025
P-React: Synthesizing Topic-Adaptive Reactions of Personality Traits via Mixture of Specialized LoRA Experts ACL 2025
DweshVaani: An LLM for Detecting Religious Hate Speech in Code-Mixed Hindi-English COLING 2025
How to Train Long-Context Language Models (Effectively) ACL 2025
Superfluous Instruction: Vulnerabilities Stemming from Task-Specific Superficial Expressions in Instruction Templates ACL 2025
NLP_goats at SemEval-2025 Task 11: Multi-Label Emotion Classification Using Fine-Tuned Roberta-Large Tranformer ACL 2025