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conftrace_

supervised fine-tuning

484 papers

SFT

Papers

Boosting Multi-modal Keyphrase Prediction with Dynamic Chain-of-Thought in Vision-Language Models EMNLP 2025 CareBot: A Pioneering Full-Process Open-Source Medical Language Model AAAI 2025 CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning ACL 2025 ChartM3: A Multi-Stage Code-Driven Pipeline for Constructing Multi-Dimensional and Multi-Step Visual Reasoning Data in Chart Comprehension EMNLP 2025 CLNX: Bridging Code and Natural Language for C/C++ Vulnerability-Contributing Commits Identification AAAI 2025 clujteam at SemEval-2025 Task 10: Finetuning SmolLM2 with Taxonomy-based Prompting for Explaining the Dominant Narrative in Propaganda Textt SemEval 2025 COAST: Enhancing the Code Debugging Ability of LLMs through Communicative Agent Based Data Synthesis NAACL 2025 Cold Starts and Hard Cases: A Two-Stage SFT-RLVR Approach for Legal Machine Translation (Just-NLP L-MT shared task) AACL 2025 Complete Chess Games Enable LLM Become A Chess Master NAACL 2025 Compound AI Systems Optimization: A Survey of Methods, Challenges, and Future Directions EMNLP 2025 Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement ACL 2025 Confidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMs ACL 2025 Continual SFT Matches Multimodal RLHF with Negative Supervision CVPR 2025 Cross-Lingual Optimization for Language Transfer in Large Language Models ACL 2025 Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge ACL 2025 Dataground at SemEval-2025 Task 8: Small LLMs and Preference Optimization for Tabular QA SemEval 2025 Datasets and Recipes for Video Temporal Grounding via Reinforcement Learning EMNLP 2025 Deep at SemEval-2025 Task 11: A Multi-Stage Approach to Emotion Detection SemEval 2025 Demystifying Long Chain-of-Thought Reasoning ICML 2025 Developing and Utilizing a Large-Scale Cantonese Dataset for Multi-Tasking in Large Language Models EMNLP 2025 Diffusion Instruction Tuning ICML 2025 Direct Judgement Preference Optimization EMNLP 2025 Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning ACL 2025 DLUT and GTCOM’s Large Language Model Based Translation System for WMT25 EMNLP 2025 Do Code Semantics Help? A Comprehensive Study on Execution Trace-Based Information for Code Large Language Models EMNLP 2025