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

On A Scale From 1 to 5: Quantifying Hallucination in Faithfulness Evaluation NAACL 2025
A Survey on Efficient Large Language Model Training: From Data-centric Perspectives ACL 2025
EduVidQA: Generating and Evaluating Long-form Answers to Student Questions based on Lecture Videos EMNLP 2025
Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction NAACL 2025
ARISE: Iterative Rule Induction and Synthetic Data Generation for Text Classification NAACL 2025
Programming by Example meets Historical Linguistics: A Large Language Model Based Approach to Sound Law Induction ACL 2025
SOLID: Self-seeding and Multi-intent Self-instructing LLMs for Generating Intent-aware Information-Seeking Dialogs NAACL 2025
DiPT: Enhancing LLM Reasoning through Diversified Perspective-Taking NAACL 2025
What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices ACL 2025
Synthetic Data for Evaluation: Supporting LLM-as-a-Judge Workflows with EvalAssist EMNLP 2025
A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment ACL 2025
ResoFilter: Fine-grained Synthetic Data Filtering for Large Language Models through Data-Parameter Resonance Analysis NAACL 2025
Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement ACL 2025
PVTree: Realistic and Controllable Palm Vein Generation for Recognition Tasks AAAI 2025
Procedural Environment Generation for Tool-Use Agents EMNLP 2025
R2-MultiOmnia: Leading Multilingual Multimodal Reasoning via Self-Training ACL 2025
SIGMAN: Scaling 3D Human Gaussian Generation with Millions of Assets ICCV 2025
Diffusion-based Synthetic Data Generation for Visible-Infrared Person Re-Identification AAAI 2025
Leveraging Multilingual Models for Robust Grammatical Error Correction Across Low-Resource Languages COLING 2025
AndroidGen: Building an Android Language Agent under Data Scarcity ACL 2025
IndiGEC: Multilingual Grammar Error Correction for Low-Resource Indian Languages EMNLP 2025
Augmenting Math Word Problems via Iterative Question Composing AAAI 2025
COGUMELO at SemEval-2025 Task 3: A Synthetic Approach to Detecting Hallucinations in Language Models based on Named Entity Recognition ACL 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