Fine-Tuning

Can Language Models Capture Human Writing Preferences for Domain-Specific Text Summarization? ACL 2025 Can We Reconstruct a Dysarthric Voice with the Large Speech Model Parler TTS? Interspeech 2025 Capability Instruction Tuning AAAI 2025 CareBot: A Pioneering Full-Process Open-Source Medical Language Model AAAI 2025 CCL-XCoT: An Efficient Cross-Lingual Knowledge Transfer Method for Mitigating Hallucination Generation EMNLP 2025 CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning ACL 2025 ChildMandarin: A Comprehensive Mandarin Speech Dataset for Young Children Aged 3-5 ACL 2025 CHSER: A Dataset and Case Study on Generative Speech Error Correction for Child ASR Interspeech 2025 CITI: Enhancing Tool Utilizing Ability in Large Language Models Without Sacrificing General Performance AAAI 2025 Classifying Unreliable Narrators with Large Language Models ACL 2025 Closed-Loop Supervised Fine-Tuning of Tokenized Traffic Models CVPR 2025 Cluster Based Heterogeneous Federated Foundation Model Adaptation and Fine-Tuning AAAI 2025 CoinMath: Harnessing the Power of Coding Instruction for Math LLM ACL 2025 Comparing Specialised Small and General Large Language Models on Text Classification: 100 Labelled Samples to Achieve Break-Even Performance EMNLP 2025 Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement ACL 2025 Confidence Estimation for Error Detection in Text-to-SQL Systems AAAI 2025 Confidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMs ACL 2025 Contamination Budget: Trade-offs Between Breadth, Depth and Difficulty IJCAI 2025 Context is all you need? Low-resource conversational ASR profits from context, coming from the same or from the other speaker Interspeech 2025 Continual SFT Matches Multimodal RLHF with Negative Supervision CVPR 2025 Controlling Language Confusion in Multilingual LLMs ACL 2025 COS-DPO: Conditioned One-Shot Multi-Objective Fine-Tuning Framework UAI 2025 Crab: A Unified Audio-Visual Scene Understanding Model with Explicit Cooperation CVPR 2025 Cross-Lingual Transfer of Debiasing and Detoxification in Multilingual LLMs: An Extensive Investigation ACL 2025 Cultural Learning-Based Culture Adaptation of Language Models ACL 2025