conftrace_

dataset curation

38 papers

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Co-occurring keywords

large language model (13587) dialogue system (1667) data curation (59) data quality (130) instruction tuning (838) benchmark evaluation (1556) pre-training datum (25) instruction fine-tuning (100) diffusion model (3751) text-to-image generation (587)

Papers

STAR-1: Safer Alignment of Reasoning LLMs with 1K Data AAAI 2026
PromptLab: A Collaborative Platform for Prompt Engineering and Dataset Curation EACL 2026
Dressing the Imagination: A Dataset for AI-Powered Translation of Text into Fashion Outfits and A Novel NeRA Adapter for Enhanced Feature Adaptation WACV 2026
Quality over Quantity: Boosting Data Efficiency Through Ensembled Multimodal Data Curation AAAI 2025
Benchmarking Hindi LLMs: A New Suite of Datasets and a Comparative Analysis AACL 2025
“AGI” team at SHROOM-CAP: Data-Centric Approach to Multilingual Hallucination Detection using XLM-RoBERTa AACL 2025
No Language Data Left Behind: A Cross-Cultural Study of CJK Language Datasets in the Hugging Face Ecosystem EMNLP 2025
Towards Safer Pretraining: Analyzing and Filtering Harmful Content in Webscale Datasets for Responsible LLMs IJCAI 2025
HOIGen-1M: A Large-scale Dataset for Human-Object Interaction Video Generation CVPR 2025
CultureGuard: Towards Culturally-Aware Dataset and Guard Model for Multilingual Safety Applications IJCNLP 2025
LP Data Pipeline: Lightweight, Purpose-driven Data Pipeline for Large Language Models EMNLP 2025
ORBIT: Cost-Effective Dataset Curation for Large Language Model Domain Adaptation with an Astronomy Case Study ACL 2025
HQ-CLIP: Leveraging Large Vision-Language Models to Create High-Quality Image-Text Datasets and CLIP Models ICCV 2025
SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning NIPS 2024
BIGOS V2 Benchmark for Polish ASR: Curated Datasets and Tools for Reproducible Evaluation NIPS 2024
Pioneering Reliable Assessment in Text-to-Image Knowledge Editing: Leveraging a Fine-Grained Dataset and an Innovative Criterion EMNLP 2024
Towards a new research agenda for multimodal enterprise document understanding: What are we missing? ACL 2024
APIGen: Automated PIpeline for Generating Verifiable and Diverse Function-Calling Datasets NIPS 2024
DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation NIPS 2024
IndicLLMSuite: A Blueprint for Creating Pre-training and Fine-Tuning Datasets for Indian Languages ACL 2024
Wikimedia data for AI: a review of Wikimedia datasets for NLP tasks and AI-assisted editing EMNLP 2024
A Taxonomy of Challenges to Curating Fair Datasets NIPS 2024
WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking NIPS 2024
Contextualizing the Limits of Model & Evaluation Dataset Curation on Semantic Similarity Classification Tasks EMNLP 2023
Overwriting Pretrained Bias with Finetuning Data ICCV 2023