conftrace_

supervised fine-tuning

381 papers

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Also known as

SFT

Co-occurring keywords

large language model (13587) reinforcement learning (4352) direct preference optimization (332) reinforcement learning from human feedback (278) preference optimization (302) language model (4599) instruction tuning (838) chain-of-thought reasoning (551) knowledge distillation (3725) machine translation (2499)

Papers

NLPART at SemEval-2025 Task 4: Forgetting is harder than Learning ACL 2025
NHK Submission to WAT 2025: Leveraging Preference Optimization for Article-level Japanese–English News Translation IJCNLP 2025
Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement ACL 2025
LLMs Can Achieve High-quality Simultaneous Machine Translation as Efficiently as Offline ACL 2025
Predicate-Guided Generation for Mathematical Reasoning EMNLP 2025
DLUT and GTCOM’s Large Language Model Based Translation System for WMT25 EMNLP 2025
GenTool: Enhancing Tool Generalization in Language Models through Zero-to-One and Weak-to-Strong Simulation 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
YNU-HPCC at SemEval-2025 Task 2: Local Cache and Online Retrieval-Based method for Entity-Aware Machine Translation SEMEVAL 2025
UTF: Under-trained Tokens as Fingerprints —— a Novel Approach to LLM Identification ACL 2025
Rationalize and Align: Enhancing Writing Assistance with Rationale via Self-Training for Improved Alignment ACL 2025
Fine-Tuning Language Models with Collaborative and Semantic Experts AAAI 2025
LoGU: Long-form Generation with Uncertainty Expressions ACL 2025
Rethinking Data Selection at Scale: Random Selection is Almost All You Need EMNLP 2025
Automatically Generating Numerous Context-Driven SFT Data for LLMs Across Diverse Granularity AAAI 2025
CLNX: Bridging Code and Natural Language for C/C++ Vulnerability-Contributing Commits Identification AAAI 2025
ReCoT: Reflective Self-Correction Training for Mitigating Confirmation Bias in Large Vision-Language Models ICCV 2025
VCR: A “Cone of Experience” Driven Synthetic Data Generation Framework for Mathematical Reasoning AAAI 2025
Preference-Oriented Supervised Fine-Tuning: Favoring Target Model over Aligned Large Language Models AAAI 2025
Amuro & Char: Analyzing the Relationship between Pre-Training and Fine-Tuning of Large Language Models NAACL 2025
Error Comparison Optimization for Large Language Models on Aspect-Based Sentiment Analysis ACL 2025
Prejudge-Before-Think: Enhancing Large Language Models at Test-Time by Process Prejudge Reasoning EMNLP 2025
KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding ACL 2025
StableToolBench-MirrorAPI: Modeling Tool Environments as Mirrors of 7,000+ Real-World APIs ACL 2025
NTTSU at WMT2025 General Translation Task EMNLP 2025