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

Tag-Evol: Achieving Efficient Instruction Evolving via Tag Injection ACL 2025
From Real to Synthetic: Synthesizing Millions of Diversified and Complicated User Instructions with Attributed Grounding ACL 2025
Emo Pillars: Knowledge Distillation to Support Fine-Grained Context-Aware and Context-Less Emotion Classification ACL 2025
Analyzing the Synthetic-to-Real Domain Gap in 3D Hand Pose Estimation CVPR 2025
Advancing E-commerce Merchants Telemarketing with Synthetic Data-Driven LLMs EMNLP 2025
You need to MIMIC to get FAME: Solving Meeting Transcript Scarcity with Multi-Agent Conversations ACL 2025
MAmmoTH2: Scaling Instructions from the Web NIPS 2024
Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering EACL 2024
Optimizing Instruction Synthesis: Effective Exploration of Evolutionary Space with Tree Search EMNLP 2024
JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models NIPS 2024
In-distribution Public Data Synthesis with Diffusion Models for Differentially Private Image Classification CVPR 2024
P-TA: Using Proximal Policy Optimization to Enhance Tabular Data Augmentation via Large Language Models ACL 2024
Towards Editing Time Series NIPS 2024
IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation NIPS 2024
Advancing Semi-Supervised Learning for Automatic Post-Editing: Data-Synthesis by Mask-Infilling with Erroneous Terms COLING 2024
Text Grafting: Near-Distribution Weak Supervision for Minority Classes in Text Classification EMNLP 2024
From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis EMNLP 2024
ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models NIPS 2024
Large Language Models for Data Annotation and Synthesis: A Survey EMNLP 2024
NonFactS: NonFactual Summary Generation for Factuality Evaluation in Document Summarization ACL 2023
Importance of Synthesizing High-quality Data for Text-to-SQL Parsing ACL 2023
Quality-Aware Self-Training on Differentiable Synthesis of Rare Relational Data AAAI 2023
Lift3D: Synthesize 3D Training Data by Lifting 2D GAN to 3D Generative Radiance Field CVPR 2023
Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond EMNLP 2023
Let’s Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models EMNLP 2023