conftrace_

data synthesis

125 papers

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Co-occurring keywords

large language model (13587) domain adaptation (4595) synthetic datum (765) instruction tuning (838) text generation (2913) synthetic data generation (590) data augmentation (3052) knowledge distillation (3725) diffusion model (3751) mathematical reasoning (407)

Papers

Mutual Reinforcement of LLM Dialogue Synthesis and Summarization Capabilities for Few-Shot Dialogue Summarization NAACL 2025
Oasis: One Image is All You Need for Multimodal Instruction Data Synthesis ICCV 2025
Learn2Synth: Learning Optimal Data Synthesis Using Hypergradients for Brain Image Segmentation ICCV 2025
PoseSyn: Synthesizing Diverse 3D Pose Data from In-the-Wild 2D Data ICCV 2025
Scalable Data Synthesis through Human-like Cognitive Imitation and Data Recombination EMNLP 2025
From General Reward to Targeted Reward: Improving Open-ended Long-context Generation Models EMNLP 2025
UnitCoder: Scalable Code Synthesis from Pre-training Corpora EMNLP 2025
AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs EMNLP 2025
RareSyn: Health Record Synthesis for Rare Disease Diagnosis EMNLP 2025
TextSSR: Diffusion-based Data Synthesis for Scene Text Recognition ICCV 2025
UniDemoiré: Towards Universal Image Demoiréing with Data Generation and Synthesis AAAI 2025
ChangeDiff: A Multi-Temporal Change Detection Data Generator with Flexible Text Prompts via Diffusion Model AAAI 2025
Tree-of-Evolution: Tree-Structured Instruction Evolution for Code Generation in Large Language Models ACL 2025
AIDE: Attribute-Guided MultI-Hop Data Expansion for Data Scarcity in Task-Specific Fine-tuning ACL 2025
Synthesizing and Adapting Error Correction Data for Mobile Large Language Model Applications ACL 2025
SQLForge: Synthesizing Reliable and Diverse Data to Enhance Text-to-SQL Reasoning in LLMs ACL 2025
Enhanced Data Synthesis for LLM through Reasoning Structures Generated by Hierarchical GFlowNet ACL 2025
Fine-Grained Constraint Generation-Verification for Improved Instruction-Following ACL 2025
On Domain-Adaptive Post-Training for Multimodal Large Language Models EMNLP 2025
Distill Visual Chart Reasoning Ability from LLMs to MLLMs EMNLP 2025
FM2DS: Few-Shot Multimodal Multihop Data Synthesis with Knowledge Distillation for Question Answering EMNLP 2025
SCoder: Progressive Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code LLMs EMNLP 2025
Unleashing LLM Reasoning Capability via Scalable Question Synthesis from Scratch ACL 2025
CDS: Data Synthesis Method Guided by Cognitive Diagnosis Theory ACL 2025
TableDreamer: Progressive and Weakness-guided Data Synthesis from Scratch for Table Instruction Tuning ACL 2025