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dataset generation

52 papers

Papers

Concept-Aware LoRA for Domain-Aligned Segmentation Dataset Generation CVPR 2026 RV-Syn: Rational and Verifiable Mathematical Reasoning Data Synthesis based on Structured Function Library EACL 2026 What Makes Good Synthetic Training Data for Zero-Shot Stereo Matching? CVPR 2026 AnaToM: A Dataset Generation Framework for Evaluating Theory of Mind Reasoning Toward the Anatomy of Difficulty through Structurally Controlled Story Generation IJCNLP 2025 Behavioral Entropy-Guided Dataset Generation for Offline Reinforcement Learning ICLR 2025 FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring ACL 2025 FlexDataset: Crafting Annotated Dataset Generation for Diverse Applications AAAI 2025 Know Your RAG: Dataset Taxonomy and Generation Strategies for Evaluating RAG Systems COLING 2025 Large Language Models Meet Symbolic Provers for Logical Reasoning Evaluation ICLR 2025 Low-Biased General Annotated Dataset Generation CVPR 2025 Making Task-Oriented Dialogue Datasets More Natural by Synthetically Generating Indirect User Requests COLING 2025 MANTA: A Scalable Pipeline for Transmuting Massive Web Corpora into Instruction Datasets EMNLP 2025 OrQA – Open Data Retrieval for Question Answering dataset generation ACL 2025 RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework ACL 2025 Scalable Video-to-Dataset Generation for Cross-Platform Mobile Agents CVPR 2025 SQUAB: Evaluating LLM robustness to Ambiguous and Unanswerable Questions in Semantic Parsing EMNLP 2025 An Automated End-to-End Open-Source Software for High-Quality Text-to-Speech Dataset Generation COLING 2024 APIGen: Automated PIpeline for Generating Verifiable and Diverse Function-Calling Datasets NeurIPS 2024 BEHAVIOR Vision Suite: Customizable Dataset Generation via Simulation CVPR 2024 Can LLM Generate Culturally Relevant Commonsense QA Data? Case Study in Indonesian and Sundanese EMNLP 2024 ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language Models EMNLP 2024 CSLM: A Framework for Question Answering Dataset Generation through Collaborative Small Language Models EMNLP 2024 Diverse Person: Customize Your Own Dataset for Text-Based Person Search AAAI 2024 DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping NAACL 2024 Faithful Persona-based Conversational Dataset Generation with Large Language Models ACL 2024