conftrace_

data synthesis

125 papers

Explore in graph

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

Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search ACL 2026
WebSTAR: Scalable Data Synthesis for Computer Use Agents with Step-Level Filtering ACL 2026
SynWeather: Weather Observation Data Synthesis Across Multiple Regions and Variables via a General Diffusion Transformer AAAI 2026
ReasonEmbed: Enhanced Text Embeddings for Reasoning-Intensive Document Retrieval ACL 2026
Powering Verifiable Learning via Automated Evolutionary Data Synthesis ACL 2026
Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation ACL 2026
PersonaTrace: Synthesizing Realistic Digital Footprints with LLM Agents EACL 2026
DS2-Instruct: Domain-Specific Data Synthesis for Large Language Models Instruction Tuning EACL 2026
CGMIS: Concept-Graph Based Multi-Hop Instructions Synthesis for Enhancing Long-Context Reasoning AAAI 2026
DecIF: Improving Instruction-Following through Decomposition ACL 2026
Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios ACL 2026
LinkQA: Synthesizing Diverse QA from Multiple Seeds Strongly Linked by Knowledge Points ACL 2026
The Data Frontier for Large Language Models: Selection, Synthesis, and Tools ACL 2026
LoopTool: Closing the Data–Training Loop for Robust LLM Tool Calls ACL 2026
ControlEvents: Controllable Synthesis of Event Camera Data with Foundational Prior from Image Diffusion Models WACV 2026
Beyond Sample-Level Feedback: Using Reference-Level Feedback to Guide Data Synthesis EACL 2026
Continual Pretraining on Encrypted Synthetic Data for Privacy-Preserving LLMs EACL 2026
RV-Syn: Rational and Verifiable Mathematical Reasoning Data Synthesis based on Structured Function Library EACL 2026
Graph-Conditional Flow Matching for Relational Data Generation AAAI 2026
Scaling Towards the Information Boundary of Instructions through Data Synthesizing AAAI 2026
Automatic Translational Correction of Multi-View Coronary Angiography Based on Auto-Annotation Data Generation AAAI 2026
A Strategic Coordination Framework of Small LMs Matches Large LMs in Data Synthesis ACL 2025
Data-Constrained Synthesis of Training Data for De-Identification ACL 2025
RareSyn: Health Record Synthesis for Rare Disease Diagnosis EMNLP 2025
LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning ACL 2025