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data augmentation

3052 papers

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DA

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text classification (6793) large language model (13587) transfer learning (5449) semi-supervised learning (2341) few-shot learning (3398) domain adaptation (4595) machine translation (2499) image classification (1944) language model (4599) low-resource language (2273)

Papers

Data Augmentation as Feature Manipulation ICML 2022
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations IJCNLP 2022
BanglaParaphrase: A High-Quality Bangla Paraphrase Dataset IJCNLP 2022
SchAman: Spell-Checking Resources and Benchmark for Endangered Languages from Amazonia IJCNLP 2022
CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing IJCNLP 2022
PIEKM: ML-based Procedural Information Extraction and Knowledge Management System for Materials Science Literature IJCNLP 2022
A Multimodal Strategy for Singing Language Identification INTERSPEECH 2022
ORCA-WHISPER: An Automatic Killer Whale Sound Type Generation Toolkit Using Deep Learning INTERSPEECH 2022
Deep Learning Approaches for Detecting Alzheimer’s Dementia from Conversational Speech of ILSE Study INTERSPEECH 2022
Rainbow Keywords: Efficient Incremental Learning for Online Spoken Keyword Spotting INTERSPEECH 2022
WideResNet with Joint Representation Learning and Data Augmentation for Cover Song Identification INTERSPEECH 2022
LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging COLING 2022
DialAug: Mixing up Dialogue Contexts in Contrastive Learning for Robust Conversational Modeling COLING 2022
Rethinking Data Augmentation in Text-to-text Paradigm COLING 2022
Evaluating and Mitigating Inherent Linguistic Bias of African American English through Inference COLING 2022
An Augmented Benchmark Dataset for Geometric Question Answering through Dual Parallel Text Encoding COLING 2022
Unsupervised Question Answering via Answer Diversifying COLING 2022
Augmentation, Retrieval, Generation: Event Sequence Prediction with a Three-Stage Sequence-to-Sequence Approach COLING 2022
Data Augmentation for Few-Shot Knowledge Graph Completion from Hierarchical Perspective COLING 2022
Towards Summarizing Healthcare Questions in Low-Resource Setting COLING 2022
Training Data Generation with DOA-based Selecting and Remixing for Unsupervised Training of Deep Separation Models INTERSPEECH 2022
TTS-by-TTS 2: Data-Selective Augmentation for Neural Speech Synthesis Using Ranking Support Vector Machine with Variational Autoencoder INTERSPEECH 2022
Unsupervised Instance Discriminative Learning for Depression Detection from Speech Signals INTERSPEECH 2022
Automatic cognitive assessment: Combining sparse datasets with disparate cognitive scores INTERSPEECH 2022
Mixup regularization strategies for spoofing countermeasure system INTERSPEECH 2022