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Two-Stage Data Synthesization: A Statistics-Driven Restricted Trade-off between Privacy and Prediction
Arxiv
0+阅读 · 2月9日
Model-based Large Language Model Customization as Service
Arxiv
0+阅读 · 2月15日
Time Series Reasoning via Process-Verifiable Thinking Data Synthesis and Scheduling for Tailored LLM Reasoning
Arxiv
0+阅读 · 2月8日
Pedagogically-Inspired Data Synthesis for Language Model Knowledge Distillation
Arxiv
0+阅读 · 2月12日
Flow Matching for Tabular Data Synthesis
Arxiv
0+阅读 · 2月4日
Synesthesia of Vehicles: Tactile Data Synthesis from Visual Inputs
Arxiv
0+阅读 · 2月2日
Learning to Pose Problems: Reasoning-Driven and Solver-Adaptive Data Synthesis for Large Reasoning Models
Arxiv
0+阅读 · 1月30日
Boundary-Aware NL2SQL: Integrating Reliability through Hybrid Reward and Data Synthesis
Arxiv
0+阅读 · 1月15日
RAGShaper: Eliciting Sophisticated Agentic RAG Skills via Automated Data Synthesis
Arxiv
0+阅读 · 1月13日
UPDESH: Synthesizing Grounded Instruction Tuning Data for 13 Indic
Arxiv
0+阅读 · 1月9日
EvolSQL: Structure-Aware Evolution for Scalable Text-to-SQL Data Synthesis
Arxiv
0+阅读 · 1月8日
Beyond Direct Generation: A Decomposed Approach to Well-Crafted Screenwriting with LLMs
Arxiv
0+阅读 · 1月7日
VietMed-MCQ: A Consistency-Filtered Data Synthesis Framework for Vietnamese Traditional Medicine Evaluation
Arxiv
0+阅读 · 1月7日
UltraLogic: Enhancing LLM Reasoning through Large-Scale Data Synthesis and Bipolar Float Reward
Arxiv
0+阅读 · 1月6日
Beyond Direct Generation: A Decomposed Approach to Well-Crafted Screenwriting with LLMs
Arxiv
0+阅读 · 1月5日
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