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Synthetic Data Generation

38 papers

Papers per year

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3
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26

Papers

WebSTAR: Scalable Data Synthesis for Computer Use Agents with Step-Level Filtering ACL 2026
SAGE: Sparse Adaptive Guidance for Dependency-Aware Tabular Data Generation ACL 2026
AFT-Tab: Adversarial Fine-Tuning for Tabular Data Synthesis with Long Text Columns ACL 2026
Is this chart lying to me? Automating the detection of misleading visualizations ACL 2026
CodeEvo: Interaction-Driven Synthesis of Code-centric Data through Hybrid and Iterative Feedback ACL 2026
Unlocking Implicit Experience: Synthesizing Tool-Use Trajectories from Text ACL 2026
Mock Worlds, Real Skills: Building Small Agentic Language Models with Synthetic Tasks, Simulated Environments, and Rubric-Based Rewards ACL 2026
Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation ACL 2026
SynthAgent: Adapting Web Agents with Synthetic Supervision ACL 2026
Anchor: Branch-Point Data Generation for GUI Agents ACL 2026
VOYAGER: A Training Free Approach for Generating Diverse Datasets using LLMs ACL 2026
How Can Synthetic Data Improve Multilingual Language Model Pretraining? A Data Quality Perspective ACL 2026
Powering Verifiable Learning via Automated Evolutionary Data Synthesis ACL 2026
GenesisFunc: Multi-Agent Data Generation for Accurate and Generalizable Function-Calling ACL 2026
Beyond Code Pairs: Dialogue-Based Data Generation for LLM Code Translation ACL 2026
CypherSmith: Transforming Text-to-Cypher Generation for LLMs with Synthetic Data ACL 2026
UPDESH: Synthesizing Grounded Instruction Tuning Data for 13 Indic Languages ACL 2026
GraphSynth: Resolving the Diversity-Reliability Trade-off with Probabilistic Factor Graphs ACL 2026
Trajectory2Task: Training Robust Tool-Calling Agents with Synthesized Yet Verifiable Data for Complex User Intents ACL 2026
Ryze: Evidence-Enriched Data Synthesis from Biomedical Papers ACL 2026
LLM as a Meta-Judge: Synthetic Data for NLP Evaluation Metric Validation ACL 2026
The Data Frontier for Large Language Models: Selection, Synthesis, and Tools ACL 2026
Synthetic Vasculature and Pathology Enhance Vision-Language Model Reasoning MIDL 2026
Flow Matching for 3D Craniofacial Skeletal Data Generation MIDL 2026
Semi-Synthetic Localization Datasets for Radiological Findings on Chest X-Rays MIDL 2026