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conftrace_

supervised fine-tuning

484 papers

SFT

Papers

MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning ICLR 2025 MM-IFEngine: Towards Multimodal Instruction Following ICCV 2025 Model Merging for Knowledge Editing ACL 2025 MPL: Multiple Programming Languages with Large Language Models for Information Extraction ACL 2025 MR. Judge: Multimodal Reasoner as a Judge EMNLP 2025 Multilingual Mathematical Reasoning: Advancing Open-Source LLMs in Hindi and English AAAI 2025 NAT: Enhancing Agent Tuning with Negative Samples NAACL 2025 NHK Submission to WAT 2025: Leveraging Preference Optimization for Article-level Japanese–English News Translation AACL 2025 NLPART at SemEval-2025 Task 4: Forgetting is harder than Learning SemEval 2025 Northeastern Uni at Multilingual Counterspeech Generation: Enhancing Counter Speech Generation with LLM Alignment through Direct Preference Optimization COLING 2025 NTTSU at WMT2025 General Translation Task EMNLP 2025 NyayaAnumana and INLegalLlama: The Largest Indian Legal Judgment Prediction Dataset and Specialized Language Model for Enhanced Decision Analysis COLING 2025 OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference ACL 2025 OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models ACL 2025 OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data ICLR 2025 Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System ACL 2025 Packing Analysis: Packing Is More Appropriate for Large Models or Datasets in Supervised Fine-tuning ACL 2025 PATeam at SemEval-2025 Task 10: Two-stage News Analytical Framework: Target-oriented Semantic Segmentation and Sequence Generation LLMs for Cross-Lingual Entity and Narrative Analysis SemEval 2025 PDC & DM-SFT: A Road for LLM SQL Bug-Fix Enhancing COLING 2025 Periodical Moving Average Accelerates Gradient Accumulation for Post-Training UAI 2025 PhonoThink: Improving Large Language Models’ Reasoning on Chinese Phonological Ambiguities EMNLP 2025 PIC: Unlocking Long-Form Text Generation Capabilities of Large Language Models via Position ID Compression ACL 2025 PIPER: Benchmarking and Prompting Event Reasoning Boundary of LLMs via Debiasing-Distillation Enhanced Tuning ACL 2025 Plan Before You Write: Improve LLM writing by planning NeurIPS 2025 PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving EMNLP 2025