conftrace_

synthetic data generation

590 papers

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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

DFLOW: Diverse Dialogue Flow Simulation with Large Language Models ACL 2025
Generating Complex Question Decompositions in the Face of Distribution Shifts NAACL 2025
Group Preference Alignment: Customizing LLM Responses from In-Situ Conversations Only When Needed EMNLP 2025
XL-Suite: Cross-Lingual Synthetic Training and Evaluation Data for Open-Ended Generation EMNLP 2025
IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data EMNLP 2025
Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation CVPR 2025
OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis ACL 2025
DELOC: Document Element Localizer EMNLP 2025
KozKreolMRU WMT 2025 CreoleMT System Description: Koz Kreol: Multi-Stage Training for English–Mauritian Creole MT EMNLP 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
Algorithmic Fidelity of Large Language Models in Generating Synthetic German Public Opinions: A Case Study ACL 2025
HairCUP: Hair Compositional Universal Prior for 3D Gaussian Avatars ICCV 2025
Low-Biased General Annotated Dataset Generation CVPR 2025
CAIDAS at SemEval-2025 Task 7: Enriching Sparse Datasets with LLM-Generated Content for Improved Information Retrieval SEMEVAL 2025
Enhancing Arabic Automated Essay Scoring with Synthetic Data and Error Injection ACL 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
Grounded Semantic Role Labelling from Synthetic Multimodal Data for Situated Robot Commands EMNLP 2025
MR-FIQA: Face Image Quality Assessment with Multi-Reference Representations from Synthetic Data Generation ICCV 2025
MEH: A Multi-Style Dataset and Toolkit for Advancing Egyptian Hieroglyph Recognition ICCV 2025
Enhancing Low-Resource Text Classification with LLM-Generated Corpora : A Case Study on Olfactory Reference Extraction IJCNLP 2025
Scalable Data Synthesis through Human-like Cognitive Imitation and Data Recombination EMNLP 2025
PPC-GPT: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation EMNLP 2025
SNaRe: Domain-aware Data Generation for Low-Resource Event Detection EMNLP 2025
REVISE: A Framework for Revising OCRed text in Practical Information Systems with Data Contamination Strategy ACL 2025