Fine-Tuning

Hallucination Detox: Sensitivity Dropout (SenD) for Large Language Model Training ACL 2025 Hansel: Output Length Controlling Framework for Large Language Models AAAI 2025 Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation AAAI 2025 HealthCards: Exploring Text-to-Image Generation as Visual Aids for Healthcare Knowledge Democratizing and Education EMNLP 2025 HFT: Half Fine-Tuning for Large Language Models ACL 2025 Hidden Persuasion: Detecting Manipulative Narratives on Social Media During the 2022 Russian Invasion of Ukraine ACL 2025 Hierarchical Divide-and-Conquer for Fine-Grained Alignment in LLM-Based Medical Evaluation AAAI 2025 HITSZ’s End-To-End Speech Translation Systems Combining Sequence-to-Sequence Auto Speech Recognition Model and Indic Large Language Model for IWSLT 2025 in Indic Track ACL 2025 How to Fine-Tune Safely on a Budget: Model Adaptation Using Minimal Resources EMNLP 2025 How to inject knowledge efficiently? Knowledge Infusion Scaling Law for Pre-training Large Language Models EMNLP 2025 How to Mitigate Overfitting in Weak-to-strong Generalization? ACL 2025 How to Train Long-Context Language Models (Effectively) ACL 2025 Hybrid Preferences: Learning to Route Instances for Human vs. AI Feedback ACL 2025 Improving Multilingual Speech Models on ML-SUPERB 2.0: Fine-tuning with Data Augmentation and LID-Aware CTC Interspeech 2025 Improving Task Diversity in Label Efficient Supervised Finetuning of LLMs EMNLP 2025 Incremental Summarization for Customer Support via Progressive Note-Taking and Agent Feedback EMNLP 2025 Initializing and Retrofitting Key-Value Adaptors for Traceable Model Editing ACL 2025 INJONGO: A Multicultural Intent Detection and Slot-filling Dataset for 16 African Languages ACL 2025 InsBank: Evolving Instruction Subset for Ongoing Alignment EMNLP 2025 Instructing Large Language Models for Low-Resource Languages: A Systematic Study for Basque EMNLP 2025 Instruction-tuned QwenChart for Chart Question Answering ACL 2025 Instruction Tuning on Public Government and Cultural Data for Low-Resource Language: a Case Study in Kazakh ACL 2025 Intent Matters: Enhancing AI Tutoring with Fine-Grained Pedagogical Intent Annotation ACL 2025 Interweaving Memories of a Siamese Large Language Model AAAI 2025 Introducing OmniGEC: A Silver Multilingual Dataset for Grammatical Error Correction ACL 2025