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Data Augmentation

3622 directly classified papers

Papers per year

Papers

Tailor: Generating and Perturbing Text with Semantic Controls ACL 2022
MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER ACL 2022
HFL at SemEval-2022 Task 8: A Linguistics-inspired Regression Model with Data Augmentation for Multilingual News Similarity SEMEVAL 2022
Automatically Discarding Straplines to Improve Data Quality for Abstractive News Summarization ACL 2022
EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision MLHC 2022
Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages EMNLP 2022
University of Cape Town’s WMT22 System: Multilingual Machine Translation for Southern African Languages EMNLP 2022
GeoECG: Data Augmentation via Wasserstein Geodesic Perturbation for Robust Electrocardiogram Prediction MLHC 2022
DropMix: A Textual Data Augmentation Combining Dropout with Mixup EMNLP 2022
ConvTrans: Transforming Web Search Sessions for Conversational Dense Retrieval EMNLP 2022
Generative Data Augmentation with Contrastive Learning for Zero-Shot Stance Detection EMNLP 2022
Improving Aspect Sentiment Quad Prediction via Template-Order Data Augmentation EMNLP 2022
Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP EMNLP 2022
Is it out yet? Automatic Future Product Releases Extraction from Web Data EMNLP 2022
It’s Better to Teach Fishing than Giving a Fish: An Auto-Augmented Structure-aware Generative Model for Metaphor Detection EMNLP 2022
HARALD: Augmenting Hate Speech Data Sets with Real Data EMNLP 2022
SPARTA at CASE 2021 Task 1: Evaluating Different Techniques to Improve Event Extraction EMNLP 2022
Cognitive Simplification Operations Improve Text Simplification EMNLP 2022
Guiding Generative Language Models for Data Augmentation in Few-Shot Text Classification EMNLP 2022
Play música alegre: A Large-Scale Empirical Analysis of Cross-Lingual Phenomena in Voice Assistant Interactions EMNLP 2022
C5L7: A Zero-Shot Algorithm for Intent and Slot Detection in Multilingual Task Oriented Languages EMNLP 2022
Transformers on Multilingual Clause-Level Morphology EMNLP 2022
The AISP-SJTU Translation System for WMT 2022 EMNLP 2022
HW-TSC’s Submissions to the WMT 2022 General Machine Translation Shared Task EMNLP 2022
Tencent’s Multilingual Machine Translation System for WMT22 Large-Scale African Languages EMNLP 2022