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

Improving Text Embeddings with Large Language Models ACL 2024
Imposing Fairness Constraints in Synthetic Data Generation AISTATS 2024
Zero-shot Cross-Lingual Transfer for Synthetic Data Generation in Grammatical Error Detection EMNLP 2024
MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets NAACL 2024
Deep Classifier Mimicry without Data Access AISTATS 2024
Assessing Authenticity and Anonymity of Synthetic User-generated Content in the Medical Domain EACL 2024
SynthDST: Synthetic Data is All You Need for Few-Shot Dialog State Tracking EACL 2024
PSYDIAL: Personality-based Synthetic Dialogue Generation Using Large Language Models COLING 2024
SmurfCat at SemEval-2024 Task 6: Leveraging Synthetic Data for Hallucination Detection SEMEVAL 2024
REInstruct: Building Instruction Data from Unlabeled Corpus ACL 2024
OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset NIPS 2024
TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models NIPS 2024
EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language Models NIPS 2024
Instruction Data Generation and Unsupervised Adaptation for Speech Language Models INTERSPEECH 2024
Voice Disorder Analysis: a Transformer-based Approach INTERSPEECH 2024
KU-DMIS at MEDIQA-CORR 2024: Exploring the Reasoning Capabilities of Small Language Models in Medical Error Correction NAACL 2024
Generating Mental Health Transcripts with SAPE (Spanish Adaptive Prompt Engineering) NAACL 2024
LLM-based Code-Switched Text Generation for Grammatical Error Correction EMNLP 2024
Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model EMNLP 2024
Task Oriented In-Domain Data Augmentation EMNLP 2024
Value Alignment from Unstructured Text EMNLP 2024
Pedagogical Alignment of Large Language Models EMNLP 2024
Scaling Synthetic Logical Reasoning Datasets with Context-Sensitive Declarative Grammars EMNLP 2024
Exploring efficient zero-shot synthetic dataset generation for Information Retrieval EACL 2024
Marginal Causal Flows for Validation and Inference NIPS 2024