conftrace_

synthetic datum

765 papers

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Co-occurring keywords

synthetic data generation (590) domain adaptation (4595) data augmentation (3052) large language model (13587) transfer learning (5449) low-resource language (2273) knowledge distillation (3725) semantic segmentation (3186) language model (4599) machine translation (2499)

Papers

AIGT: AI Generative Table Based on Prompt COLING 2025
MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion ACL 2025
A Little Human Data Goes A Long Way ACL 2025
RAG-Instruct: Boosting LLMs with Diverse Retrieval-Augmented Instructions EMNLP 2025
SynClaimEval: A Framework for Evaluating the Utility of Synthetic Data in Long-Context Claim Verification IJCNLP 2025
Can Generative Models Improve Self-Supervised Representation Learning? AAAI 2025
Heavy Labels Out! Dataset Distillation with Label Space Lightening ICCV 2025
UltraIF: Advancing Instruction Following from the Wild EMNLP 2025
Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement ACL 2025
UnSeenTimeQA: Time-Sensitive Question-Answering Beyond LLMs’ Memorization ACL 2025
Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? ACL 2025
Story Generation with Large Language Models for African Languages ACL 2025
Bemba Speech Translation: Exploring a Low-Resource African Language ACL 2025
Enhancing Discourse Parsing for Local Structures from Social Media with LLM-Generated Data COLING 2025
One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL ACL 2025
Scaling Low-Resource MT via Synthetic Data Generation with LLMs EMNLP 2025
Towards Stable and Storage-efficient Dataset Distillation: Matching Convexified Trajectory CVPR 2025
TopXGen: Topic-Diverse Parallel Data Generation for Low-Resource Machine Translation EMNLP 2025
Training Data Provenance Verification: Did Your Model Use Synthetic Data from My Generative Model for Training? CVPR 2025
Enhancing Healthcare Recommendations: A Privacy-Protective and Interpretable Cross-Domain Framework AAAI 2025
KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding ACL 2025
Synthesizing Text-to-SQL Data from Weak and Strong LLMs ACL 2024
Infusing Synthetic Data with Real-World Patterns for Zero-Shot Material State Segmentation NIPS 2024
ChatGPT Based Data Augmentation for Improved Parameter-Efficient Debiasing of LLMs EACL 2024
Altogether: Image Captioning via Re-aligning Alt-text EMNLP 2024