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

Unsupervised Domain Adaptation for Keyphrase Generation using Citation Contexts EMNLP 2024
Effective Synthetic Data and Test-Time Adaptation for OCR Correction EMNLP 2024
Identifying and Aligning Medical Claims Made on Social Media with Medical Evidence COLING 2024
MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents EMNLP 2024
Pretraining Language Models Using Translationese EMNLP 2024
Quality Matters: Evaluating Synthetic Data for Tool-Using LLMs EMNLP 2024
In-distribution Public Data Synthesis with Diffusion Models for Differentially Private Image Classification CVPR 2024
Small Scale Data-Free Knowledge Distillation CVPR 2024
A Synthetic Dataset for Personal Attribute Inference NIPS 2024
EgoSim: An Egocentric Multi-view Simulator and Real Dataset for Body-worn Cameras during Motion and Activity NIPS 2024
Fetch and Forge: Efficient Dataset Condensation for Object Detection NIPS 2024
Cogs in a Machine, Doing What They’re Meant to Do – the AMI Submission to the WMT24 General Translation Task EMNLP 2024
Grammatical Error Correction for Code-Switched Sentences by Learners of English COLING 2024
ToxiCraft: A Novel Framework for Synthetic Generation of Harmful Information EMNLP 2024
Differentially Private Data Release for Mixed-type Data via Latent Factor Models JMLR 2024
Synthetic Data Generation for Low-resource Grammatical Error Correction with Tagged Corruption Models NAACL 2024
AutoSynth: Learning to Generate 3D Training Data for Object Point Cloud Registration ICCV 2023
MolGrapher: Graph-based Visual Recognition of Chemical Structures ICCV 2023
RPG-Palm: Realistic Pseudo-data Generation for Palmprint Recognition ICCV 2023
Sampling bias in NLU models: Impact and Mitigation INTERSPEECH 2023
Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning AAAI 2023
Privacy-Preserving Domain Adaptation of Semantic Parsers ACL 2023
Search Query Spell Correction with Weak Supervision in E-commerce ACL 2023
ECG-QALM: Entity-Controlled Synthetic Text Generation using Contextual Q&A for NER ACL 2023
Improving Formality-Sensitive Machine Translation Using Data-Centric Approaches and Prompt Engineering ACL 2023