conftrace_

synthetic data generation

590 papers

Explore in graph

Also known as

SDG

Co-occurring keywords

large language model (13587) synthetic datum (765) data augmentation (3052) domain adaptation (4595) diffusion model (3751) text classification (6793) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) language model (4599)

Papers

DELT: A Simple Diversity-driven EarlyLate Training for Dataset Distillation CVPR 2025
Enhancing Low-Resource Text Classification with LLM-Generated Corpora : A Case Study on Olfactory Reference Extraction IJCNLP 2025
MR-FIQA: Face Image Quality Assessment with Multi-Reference Representations from Synthetic Data Generation ICCV 2025
CultureGuard: Towards Culturally-Aware Dataset and Guard Model for Multilingual Safety Applications IJCNLP 2025
TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data ACL 2025
Scalable Data Synthesis through Human-like Cognitive Imitation and Data Recombination EMNLP 2025
Case2Code: Scalable Synthetic Data for Code Generation COLING 2025
A Systematic Examination of Preference Learning through the Lens of Instruction-Following NAACL 2025
Synthetic Empathy: Generating and Evaluating Artificial Psychotherapy Dialogues to Detect Empathy in Counseling Sessions NAACL 2025
SemEval-2025 Task 5: LLMs4Subjects - LLM-based Automated Subject Tagging for a National Technical Library’s Open-Access Catalog SEMEVAL 2025
Comparing Language Models of Different Scales for Security-Focused Tabular Query Generation and Reasoning IJCNLP 2025
A Video is Worth 10000 Words: Training and Benchmarking with Diverse Captions for Better Long Video Retrieval WACV 2025
Algorithmic Fidelity of Large Language Models in Generating Synthetic German Public Opinions: A Case Study ACL 2025
STAR: Self-Automated Back-Querying for Production Data Generation IJCNLP 2025
SIGMAN: Scaling 3D Human Gaussian Generation with Millions of Assets ICCV 2025
SEED4D: A Synthetic Ego-Exo Dynamic 4D Data Generator Driving Dataset and Benchmark WACV 2025
Fine-tuning NMT Models and LLMs for Specialised EN-ES Translation Using Aligned Corpora, Glossaries, and Synthetic Data: MULTITAN at WMT25 Terminology Shared Task EMNLP 2025
Little Giants: Synthesizing High-Quality Embedding Data at Scale NAACL 2025
Gold-medalist Performance in Solving Olympiad Geometry with AlphaGeometry2 JMLR 2025
Generating Complex Question Decompositions in the Face of Distribution Shifts NAACL 2025
LLM-Friendly Knowledge Representation for Customer Support COLING 2025
A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment ACL 2025
VIGFace: Virtual Identity Generation for Privacy-Free Face Recognition Dataset ICCV 2025
HU at SemEval-2025 Task 9: Leveraging LLM-Based Data Augmentation for Class Imbalance SEMEVAL 2025
Team Cantharellus at SemEval-2025 Task 3: Hallucination Span Detection with Fine Tuning on Weakly Supervised Synthetic Data SEMEVAL 2025