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

HU at SemEval-2025 Task 9: Leveraging LLM-Based Data Augmentation for Class Imbalance SEMEVAL 2025
Team Cantharellus at SemEval-2025 Task 3: Hallucination Span Detection with Fine Tuning on Weakly Supervised Synthetic Data SEMEVAL 2025
EnAnchored-X2X: English-Anchored Optimization for Many-to-Many Translation EMNLP 2025
CAIDAS at SemEval-2025 Task 7: Enriching Sparse Datasets with LLM-Generated Content for Improved Information Retrieval SEMEVAL 2025
IndiGEC: Multilingual Grammar Error Correction for Low-Resource Indian Languages EMNLP 2025
MDBench: A Synthetic Multi-Document Reasoning Benchmark Generated with Knowledge Guidance ACL 2025
ARISE: Iterative Rule Induction and Synthetic Data Generation for Text Classification NAACL 2025
Exploring Quality and Diversity in Synthetic Data Generation for Argument Mining EMNLP 2025
GUIDEX: Guided Synthetic Data Generation for Zero-Shot Information Extraction ACL 2025
POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion EMNLP 2025
Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction NAACL 2025
DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining WACV 2025
EduVidQA: Generating and Evaluating Long-form Answers to Student Questions based on Lecture Videos EMNLP 2025
Towards Resource-Rich Mizo and Khasi in NLP: Resource Development, Synthetic Data Generation and Model Building ACL 2025
Infant Action Generative Modeling WACV 2025
SynthTextEval: Synthetic Text Data Generation and Evaluation for High-Stakes Domains EMNLP 2025
Text-to-Image Synthesis for Domain Generalization in Face Anti-Spoofing WACV 2025
SynFER: Towards Boosting Facial Expression Recognition with Synthetic Data ICCV 2025
A Survey on Efficient Large Language Model Training: From Data-centric Perspectives ACL 2025
Synthetic Empathy: Generating and Evaluating Artificial Psychotherapy Dialogues to Detect Empathy in Counseling Sessions NAACL 2025
RouteNator: A Router-Based Multi-Modal Architecture for Generating Synthetic Training Data for Function Calling LLMs NAACL 2025
RewardDS: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis EMNLP 2025
A Generalizable Rhetorical Strategy Annotation Model Using LLM-based Debate Simulation and Labelling EMNLP 2025
SEED4D: A Synthetic Ego-Exo Dynamic 4D Data Generator Driving Dataset and Benchmark WACV 2025
SimuScope: Realistic Endoscopic Synthetic Dataset Generation through Surgical Simulation and Diffusion Models WACV 2025