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

Large Language Models Encode the Practice of Medicine NAACL 2024
Towards Algorithmic Fidelity: Mental Health Representation across Demographics in Synthetic vs. Human-generated Data COLING 2024
Synthetic Data Generation and Joint Learning for Robust Code-Mixed Translation COLING 2024
Prompting-based Synthetic Data Generation for Few-Shot Question Answering COLING 2024
Collaborative Synthesis of Patient Records through Multi-Visit Health State Inference AAAI 2024
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data COLING 2024
An Empirical Study of Synthetic Data Generation for Implicit Discourse Relation Recognition COLING 2024
Improving Grammatical Error Correction via Contextual Data Augmentation ACL 2024
On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey ACL 2024
Large Language Models are Few-Shot Training Example Generators: A Case Study in Fallacy Recognition ACL 2024
AnyStar: Domain Randomized Universal Star-Convex 3D Instance Segmentation WACV 2024
Annotation-Free Audio-Visual Segmentation WACV 2024
Learning to Read Analog Gauges from Synthetic Data WACV 2024
Controllable Image Synthesis of Industrial Data Using Stable Diffusion WACV 2024
FPGAN-Control: A Controllable Fingerprint Generator for Training With Synthetic Data WACV 2024
GPT-HateCheck: Can LLMs Write Better Functional Tests for Hate Speech Detection? COLING 2024
Semantic Generative Augmentations for Few-Shot Counting WACV 2024
Quality-Diversity Generative Sampling for Learning with Synthetic Data AAAI 2024
KGAST: From Knowledge Graphs to Annotated Synthetic Texts ACL 2024
Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation ACL 2024
IGAMT: Privacy-Preserving Electronic Health Record Synthesization with Heterogeneity and Irregularity AAAI 2024
Exploring Factual Entailment with NLI: A News Media Study NAACL 2024
Towards Faithful and Robust LLM Specialists for Evidence-Based Question-Answering ACL 2024
Generalizing Conversational Dense Retrieval via LLM-Cognition Data Augmentation ACL 2024
ItD: Large Language Models Can Teach Themselves Induction through Deduction ACL 2024