conftrace_

self-play fine-tuning

6 papers

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Also known as

SPFT

Co-occurring keywords

large language model (13587) text-to-sql parsing (35) lay summarization (25) iterative self-improvement (4) error-driven learning (4) spreadsheet formula (4) adaptive weighting (28) adaptive curriculum (9) execution feedback (17) parameter-efficient methodology (1)

Papers

DRIFT: Difference-Aware Reinforcement Through Iterative Fine-Tuning for Language Model AAAI 2026
FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation ACL 2026
Team-Based Self-Play With Dual Adaptive Weighting for Fine-Tuning LLMs ACL 2026
SPFT-SQL: Enhancing Large Language Model for Text-to-SQL Parsing by Self-Play Fine-Tuning EMNLP 2025
Self-Play Fine-tuning of Diffusion Models for Text-to-image Generation NIPS 2024
SINAI at BioLaySumm: Self-Play Fine-Tuning of Large Language Models for Biomedical Lay Summarisation ACL 2024