Fine-Tuning

Alleviating Hallucinations in Large Language Models via Truthfulness-driven Rank-adaptive LoRA ACL 2025 Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels EMNLP 2025 A Parameter-Efficient and Fine-Grained Prompt Learning for Vision-Language Models ACL 2025 APT: Adaptive Personalized Training for Diffusion Models with Limited Data CVPR 2025 Archaeology at BEA 2025 Shared Task: Are Simple Baselines Good Enough? ACL 2025 A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition Interspeech 2025 A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models ACL 2025 Assessing French Readability for Adults with Low Literacy: A Global and Local Perspective EMNLP 2025 ATLANTIS: Weak-to-Strong Learning via Importance Sampling ACL 2025 Augmenting Math Word Problems via Iterative Question Composing AAAI 2025 Averroes at BEA 2025 Shared Task: Verifying Mistake Identification in Tutor, Student Dialogue ACL 2025 Backdoor Token Unlearning: Exposing and Defending Backdoors in Pretrained Language Models AAAI 2025 BDA-UC3M @ BioLaySumm: Efficient Lay Summarization with Small-Scale SoTA LLMs ACL 2025 BeaverTalk: Oregon State University’s IWSLT 2025 Simultaneous Speech Translation System ACL 2025 Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs ACL 2025 Beyond Accuracy: On the Effects of Fine-Tuning Towards Vision-Language Model’s Prediction Rationality AAAI 2025 Beyond Demographics: Fine-tuning Large Language Models to Predict Individuals’ Subjective Text Perceptions ACL 2025 Beyond Dialogue: A Profile-Dialogue Alignment Framework Towards General Role-Playing Language Model ACL 2025 Beyond IID: Optimizing Instruction Finetuning from the Perspective of Instruction Interaction and Dependency AAAI 2025 Beyond Prompt Engineering: A Reinforced Token-Level Input Refinement for Large Language Models AAAI 2025 BIG5-CHAT: Shaping LLM Personalities Through Training on Human-Grounded Data ACL 2025 Bridging the Editing Gap in LLMs: FineEdit for Precise and Targeted Text Modifications EMNLP 2025 Bridging the Gap: Enhancing LLM Performance for Low-Resource African Languages with New Benchmarks, Fine-Tuning, and Cultural Adjustments AAAI 2025 BUINUS at IWSLT: Evaluating the Impact of Data Augmentation and QLoRA-based Fine-Tuning for Maltese to English Speech Translation ACL 2025 Call for Rigor in Reporting Quality of Instruction Tuning Data ACL 2025