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data generation

85 papers

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large language model (20) data augmentation (15) language model (10) synthetic data (10) generative model (8) few-shot learning (6) generative adversarial network (5) synthetic data generation (5) instruction tuning (5) natural language inference (5)

Papers

Generative Personality Simulation via Theory-Informed Structured Interview EACL 2026 SAGE: Steerable Agentic Data Generation for Deep Search with Execution Feedback EACL 2026 AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark ACL 2025 Automatically Generating Numerous Context-Driven SFT Data for LLMs Across Diverse Granularity AAAI 2025 Bottom-Up Synthesis of Knowledge-Grounded Task-Oriented Dialogues with Iteratively Self-Refined Prompts NAACL 2025 Chain of Functions: A Programmatic Pipeline for Fine-Grained Chart Reasoning Data Generation IJCNLP 2025 ChangeDiff: A Multi-Temporal Change Detection Data Generator with Flexible Text Prompts via Diffusion Model AAAI 2025 DataEnvGym: Data Generation Agents in Teacher Environments with Student Feedback ICLR 2025 Evaluating Language Models as Synthetic Data Generators ACL 2025 FADE: Towards Fairness-aware Data Generation for Domain Generalization via Classifier-Guided Score-based Diffusion Models IJCAI 2025 Generating Diverse Training Samples for Relation Extraction with Large Language Models ACL 2025 Hindsight Merging: Diverse Data Generation with Language Models UAI 2025 Incomplete Multi-view Clustering via Diffusion Contrastive Generation AAAI 2025 Instruct-SkillMix: A Powerful Pipeline for LLM Instruction Tuning ICLR 2025 LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback ACL 2025 Mitigating the Privacy Issues in Retrieval-Augmented Generation (RAG) via Pure Synthetic Data EMNLP 2025 Physics-Driven Data Generation for Contact-Rich Manipulation via Trajectory Optimization RSS 2025 Rule Discovery for Natural Language Inference Data Generation Using Out-of-Distribution Detection EMNLP 2025 Scaling Low-Resource MT via Synthetic Data Generation with LLMs EMNLP 2025 SNaRe: Domain-aware Data Generation for Low-Resource Event Detection EMNLP 2025 SubjectDrive: Scaling Generative Data in Autonomous Driving via Subject Control AAAI 2025 Towards Realistic Data Generation for Real-World Super-Resolution ICLR 2025 Accelerating Data Generation for Neural Operators via Krylov Subspace Recycling ICLR 2024 Active Learning for Robust and Representative LLM Generation in Safety-Critical Scenarios EMNLP 2024 Adaptive Reinforcement Tuning Language Models as Hard Data Generators for Sentence Representation COLING 2024