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fine-tuning strategy

21 papers

Papers

Think How to Think: Mitigating Overthinking with Autonomous Difficulty Cognition in Large Reasoning Models ACL 2026 A Study on The Impact of Foundation Models on Automatic Depression Detection from Speech Signals Interspeech 2025 Bhaasha, Bhāṣā, Zaban: A Survey for Low-Resourced Languages in South Asia – Current Stage and Challenges EMNLP 2025 Fine-tuning NMT Models and LLMs for Specialised EN-ES Translation Using Aligned Corpora, Glossaries, and Synthetic Data: MULTITAN at WMT25 Terminology Shared Task EMNLP 2025 Fine-tuning Strategies for Automatic Speech Recognition of Low-Resource Speech with Autism Spectrum Disorder Interspeech 2025 L3i++ at GenAI Detection Task 1: Can Label-Supervised LLaMA Detect Machine-Generated Text? COLING 2025 LLM-Empowered Patient-Provider Communication: A Data-Centric Survey From a Clinical Perspective IJCNLP 2025 WAFFLE: Fine-tuning Multi-Modal Model for Automated Front-End Development ACL 2025 DLUT and GTCOM’s Neural Machine Translation Systems for WMT24 EMNLP 2024 No Need for Large-Scale Search: Exploring Large Language Models in Complex Knowledge Base Question Answering COLING 2024 Training and Fine-Tuning NMT Models for Low-Resource Languages Using Apertium-Based Synthetic Corpora EMNLP 2024 ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning EMNLP 2024 ArAIEval Shared Task: Persuasion Techniques and Disinformation Detection in Arabic Text EMNLP 2023 CodeExp: Explanatory Code Document Generation EMNLP 2022 Improved Fine-Tuning by Better Leveraging Pre-Training Data NeurIPS 2022 BERxiT: Early Exiting for BERT with Better Fine-Tuning and Extension to Regression EACL 2021 iCompass at NLP4IF-2021–Fighting the COVID-19 Infodemic NAACL 2021 Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning AAAI 2021 Revisiting Pretraining with Adapters ACL 2021 Temporal Context in Speech Emotion Recognition Interspeech 2021 Open-Set Short Utterance Forensic Speaker Verification Using Teacher-Student Network with Explicit Inductive Bias Interspeech 2020