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

A Little Human Data Goes A Long Way ACL 2025
Generating Q&A Benchmarks for RAG Evaluation in Enterprise Settings ACL 2025
Data-Constrained Synthesis of Training Data for De-Identification ACL 2025
DiffLM: Controllable Synthetic Data Generation via Diffusion Language Models ACL 2025
SemEval-2025 Task 9: The Food Hazard Detection Challenge ACL 2025
MetaSynth: Meta-Prompting-Driven Agentic Scaffolds for Diverse Synthetic Data Generation ACL 2025
mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data ACL 2025
Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis AAAI 2025
Synthetic Tabular Data Generation for Imbalanced Classification: The Surprising Effectiveness of an Overlap Class AAAI 2025
Augmenting Math Word Problems via Iterative Question Composing AAAI 2025
Low-resource Machine Translation for Code-switched Kazakh-Russian Language Pair NAACL 2025
Medical Manifestation-Aware De-Identification AAAI 2025
WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models ACL 2025
MirrorVerse: Pushing Diffusion Models to Realistically Reflect the World CVPR 2025
VCR: A “Cone of Experience” Driven Synthetic Data Generation Framework for Mathematical Reasoning AAAI 2025
Detecting Music Performance Errors with Transformers AAAI 2025
Refer to the Reference: Reference-focused Synthetic Automatic Post-Editing Data Generation COLING 2025
MDD-5k: A New Diagnostic Conversation Dataset for Mental Disorders Synthesized via Neuro-Symbolic LLM Agents AAAI 2025
Hybrid Data-Free Knowledge Distillation AAAI 2025
Annif at SemEval-2025 Task 5: Traditional XMTC augmented by LLMs ACL 2025
FactCG: Enhancing Fact Checkers with Graph-Based Multi-Hop Data NAACL 2025
StyleDistance: Stronger Content-Independent Style Embeddings with Synthetic Parallel Examples NAACL 2025
Auto-Cypher: Improving LLMs on Cypher generation via LLM-supervised generation-verification framework NAACL 2025
Distill-C: Enhanced NL2SQL via Distilled Customization with LLMs NAACL 2025
Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation AAAI 2025