Fine-Tuning

Tongue-Tied: Breaking LLMs Safety Through New Language Learning NAACL 2025 ToolReflection: Improving Large Language Models for Real-World API Calls with Self-Generated Data ACL 2025 Towards Context-Robust LLMs: A Gated Representation Fine-tuning Approach ACL 2025 Towards Economical Inference: Enabling DeepSeek’s Multi-Head Latent Attention in Any Transformer-based LLMs ACL 2025 Towards Efficient Low-Order Hybrid Optimizer for Language Model Fine-Tuning AAAI 2025 Towards Efficiently Whisper Fine-tuning with Monotonic Alignments Interspeech 2025 Towards Objective Fine-tuning: How LLMs’ Prior Knowledge Causes Potential Poor Calibration? ACL 2025 Towards Robust Sentiment Analysis of Temporally-Sensitive Policy-Related Online Text ACL 2025 TRACT: Regression-Aware Fine-tuning Meets Chain-of-Thought Reasoning for LLM-as-a-Judge ACL 2025 Tradutor: Building a Variety Specific Translation Model AAAI 2025 Training Language Models to Critique With Multi-agent Feedback EMNLP 2025 Training Long-Context LLMs Efficiently via Chunk-wise Optimization ACL 2025 Training with “Paraphrasing the Original Text” Teaches LLM to Better Retrieve in Long-Context Tasks AAAI 2025 Transcript-Prompted Whisper with Dictionary-Enhanced Decoding for Japanese Speech Annotation Interspeech 2025 Transforming Causal LLM into MLM Encoder for Detecting Social Media Manipulation in Telegram ACL 2025 TTE: Two Tokens Are Enough to Improve Parameter-Efficient Tuning AAAI 2025 TutorMind at BEA 2025 Shared Task: Leveraging Fine-Tuned LLMs and Data Augmentation for Mistake Identification ACL 2025 Two Intermediate Translations Are Better Than One: Fine-tuning LLMs for Document-level Translation Refinement ACL 2025 UniBuc-SB at ArchEHR-QA 2025: A Resource-Constrained Pipeline for Relevance Classification and Grounded Answer Synthesis ACL 2025 Uni-Retrieval: A Multi-Style Retrieval Framework for STEM’s Education ACL 2025 Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning AAAI 2025 Utilize the Flow Before Stepping into the Same River Twice: Certainty Represented Knowledge Flow for Refusal-Aware Instruction Tuning AAAI 2025 Visual Question Answering on Scientific Charts Using Fine-Tuned Vision-Language Models ACL 2025 Voice Adaptation for Swiss German Interspeech 2025 Voice Reconstruction through Large-Scale TTS Models: Comparing Zero-Shot and Fine-tuning Approaches to Personalise TTS in Assistive Communication Interspeech 2025