supervised fine-tuning

When Audio and Text Disagree: Revealing Text Bias in Large Audio-Language Models EMNLP 2025 When Inverse Data Outperforms: Exploring the Pitfalls of Mixed Data in Multi-Stage Fine-Tuning EMNLP 2025 When Long Helps Short: How Context Length in Supervised Fine-tuning Affects Behavior of Large Language Models EMNLP 2025 Words or Vision: Do Vision-Language Models Have Blind Faith in Text? CVPR 2025 WordWiz at SemEval-2025 Task 10: Optimizing Narrative Extraction in Multilingual News via Fine-Tuned Language Models SemEval 2025 Yandex Submission to the WMT25 General Machine Translation Task EMNLP 2025 YNU-HPCC at SemEval-2025 Task 2: Local Cache and Online Retrieval-Based method for Entity-Aware Machine Translation SemEval 2025 AceGPT, Localizing Large Language Models in Arabic NAACL 2024 A Critical Evaluation of AI Feedback for Aligning Large Language Models NeurIPS 2024 A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques ACL 2024 AFaCTA: Assisting the Annotation of Factual Claim Detection with Reliable LLM Annotators ACL 2024 An Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models ACL 2024 A Preference-driven Paradigm for Enhanced Translation with Large Language Models NAACL 2024 Are LLMs Good Annotators for Discourse-level Event Relation Extraction? EMNLP 2024 ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback EMNLP 2024 A Systematic Analysis of Large Language Models as Soft Reasoners: The Case of Syllogistic Inferences EMNLP 2024 A Two-Stage Adaptation of Large Language Models for Text Ranking ACL 2024 Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model ACL 2024 Beyond Imitation: Leveraging Fine-grained Quality Signals for Alignment ICLR 2024 BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence ACL 2024 Bit_numeval at SemEval-2024 Task 7: Enhance Numerical Sensitivity and Reasoning Completeness for Quantitative Understanding SemEval 2024 Can AI Assistants Know What They Don’t Know? ICML 2024 Can Machines Resonate with Humans? Evaluating the Emotional and Empathic Comprehension of LMs EMNLP 2024 ChiMed-GPT: A Chinese Medical Large Language Model with Full Training Regime and Better Alignment to Human Preferences ACL 2024 Chinchunmei at WASSA 2024 Empathy and Personality Shared Task: Boosting LLM’s Prediction with Role-play Augmentation and Contrastive Reasoning Calibration ACL 2024