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Fine-Tuning

487 directly classified papers

Papers per year

Papers

On Synthesizing Data for Context Attribution in Question Answering ACL 2025
Enhancing Persona Consistency for LLMs’ Role-Playing using Persona-Aware Contrastive Learning ACL 2025
MAIN: Mutual Alignment Is Necessary for instruction tuning EMNLP 2025
Building a Functional Machine Translation Corpus for Kpelle ACL 2025
Error Comparison Optimization for Large Language Models on Aspect-Based Sentiment Analysis ACL 2025
Fine-tuning Whisper Tiny for Swahili ASR: Challenges and Recommendations for Low-Resource Speech Recognition ACL 2025
GPLSICORTEX at SemEval-2025 Task 10: Leveraging Intentions for Generating Narrative Extractions SEMEVAL 2025
Who Wrote This? Identifying Machine vs Human-Generated Text in Hausa ACL 2025
CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning ACL 2025
Intent Matters: Enhancing AI Tutoring with Fine-Grained Pedagogical Intent Annotation ACL 2025
Small Models, Big Results: Achieving Superior Intent Extraction through Decomposition EMNLP 2025
LexiLogic at BEA 2025 Shared Task: Fine-tuning Transformer Language Models for the Pedagogical Skill Evaluation of LLM-based tutors ACL 2025
A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment ACL 2025
MSA at BEA 2025 Shared Task: Disagreement-Aware Instruction Tuning for Multi-Dimensional Evaluation of LLMs as Math Tutors ACL 2025
Probing and Boosting Large Language Models Capabilities via Attention Heads EMNLP 2025
TutorMind at BEA 2025 Shared Task: Leveraging Fine-Tuned LLMs and Data Augmentation for Mistake Identification ACL 2025
Synergistic Weak-Strong Collaboration by Aligning Preferences ACL 2025
Fine-tuning LLMs to Extract Epilepsy Seizure Frequency Data from Health Records ACL 2025
Prior Prompt Engineering for Reinforcement Fine-Tuning EMNLP 2025
WisPerMed at ArchEHR-QA 2025: A Modular, Relevance-First Approach for Grounded Question Answering on Eletronic Health Records ACL 2025
BIG5-CHAT: Shaping LLM Personalities Through Training on Human-Grounded Data ACL 2025
KHU_LDI at BioLaySumm2025: Fine-tuning and Refinement for Lay Radiology Report Generation ACL 2025
The Emperor’s New Reasoning: Format Imitation Overshadows Genuine Mathematical Understanding in SFT EMNLP 2025
Towards Open Foundation Language Model and Corpus for Macedonian: A Low-Resource Language ACL 2025
PatchDPO: Patch-level DPO for Finetuning-free Personalized Image Generation CVPR 2025