Fine-Tuning

Archaeology at SemEval-2026 Task 13: Fine-Tuning Pre-Trained Code Models for AI-Generated Code Detection SemEval 2026 Can Persona-Prompted LLMs Emulate Subgroup Values? An Empirical Analysis of Generalisability and Fairness in Cultural Alignment ACL 2026 DMRetriever: A Family of Models for Improved Text Retrieval in Disaster Management ACL 2026 NJUSTKMG at SemEval 2026 Task 10 PsyCoMark—Subtask 2:Conspiracy Detection SemEval 2026 Reasoning Structure Matters for Safety Alignment of Reasoning Models ACL 2026 Team Evaluators at SemEval-2026 Task 6: Instruction-Tuned LLMs for Clarity and Evasion Classification in Political Interviews SemEval 2026 𝒜3: Automatic Alignment Framework for Attributed Text Generation ACL 2025 AceMath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling ACL 2025 Adapting Whisper for Regional Dialects: Enhancing Public Services for Vulnerable Populations in the United Kingdom COLING 2025 Add-One-In: Incremental Sample Selection for Large Language Models via a Choice-Based Greedy Paradigm EMNLP 2025 Addressing Hallucination in Causal Q&A: The Efficacy of Fine-tuning over Prompting in LLMs COLING 2025 Advancing E-commerce Merchants Telemarketing with Synthetic Data-Driven LLMs EMNLP 2025 Advancing Language Models through Instruction Tuning: Recent Progress and Challenges EMNLP 2025 AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic Data CVPR 2025 Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering ACL 2025 AMI at WMT25 General Translation Task: How Low Can We Go? Finetuning Lightweight Llama Models for Low Resource Machine Translation EMNLP 2025 A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment ACL 2025 Amuro & Char: Analyzing the Relationship between Pre-Training and Fine-Tuning of Large Language Models NAACL 2025 Anak Baik: A Low-Cost Approach to Curate Indonesian Ethical and Unethical Instructions COLING 2025 An empirical study of validating synthetic data for formula generation NAACL 2025 APT: Adaptive Personalized Training for Diffusion Models with Limited Data CVPR 2025 AraSim: Optimizing Arabic Dialect Translation in Children’s Literature with LLMs and Similarity Scores COLING 2025 Archaeology at BEA 2025 Shared Task: Are Simple Baselines Good Enough? ACL 2025 A Recipe For Building a Compliant Real Estate Chatbot COLING 2025 Artificial Relationships in Fiction: A Dataset for Advancing NLP in Literary Domains NAACL 2025