data augmentation

3037 papers

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Also known as

DA-MCMC DADA DA TTA ADA EDA

Co-occurring keywords

text classification (6776) large language model (12755) transfer learning (5442) semi-supervised learning (2331) few-shot learning (3390) domain adaptation (4578) machine translation (2472) image classification (1943) language model (4573) low-resource language (2234)

Papers

GBT: Generative Boosting Training Approach for Paraphrase Identification EMNLP 2023

Team Cadence at MEDIQA-Chat 2023: Generating, augmenting and summarizing clinical dialogue with large language models ACL 2023

Context-aware Medication Event Extraction from Unstructured Text ACL 2023

Medical Visual Textual Entailment for Numerical Understanding of Vision-and-Language Models ACL 2023

Team Converge at ProbSum 2023: Abstractive Text Summarization of Patient Progress Notes ACL 2023

Sample Efficiency of Data Augmentation Consistency Regularization AISTATS 2023

How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval EMNLP 2023

SinaAI at SemEval-2023 Task 3: A Multilingual Transformer Language Model-based Approach for the Detection of News Genre, Framing and Persuasion Techniques ACL 2023

Team:PULSAR at ProbSum 2023:PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients’ Problems and Data Augmentation with Black-box Large Language Models ACL 2023

With a Little Push, NLI Models can Robustly and Efficiently Predict Faithfulness ACL 2023

LM-CPPF: Paraphrasing-Guided Data Augmentation for Contrastive Prompt-Based Few-Shot Fine-Tuning ACL 2023

CREST: A Joint Framework for Rationalization and Counterfactual Text Generation ACL 2023

Neural Machine Translation Methods for Translating Text to Sign Language Glosses ACL 2023

Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis ACL 2023

Relation-based Counterfactual Data Augmentation and Contrastive Learning for Robustifying Natural Language Inference Models INTERSPEECH 2023

GuidedMixup: An Efficient Mixup Strategy Guided by Saliency Maps AAAI 2023

Time Series Contrastive Learning with Information-Aware Augmentations AAAI 2023

TALP-UPC at ProbSum 2023: Fine-tuning and Data Augmentation Strategies for NER ACL 2023

Augmenting Reddit Posts to Determine Wellness Dimensions impacting Mental Health ACL 2023

Retrieval Enhanced Data Augmentation for Question Answering on Privacy Policies EACL 2023

Quality-Aware Self-Training on Differentiable Synthesis of Rare Relational Data AAAI 2023

Auditing and Robustifying COVID-19 Misinformation Datasets via Anticontent Sampling AAAI 2023

Data Augmentation for Low-Resource Keyphrase Generation ACL 2023

Entity-to-Text based Data Augmentation for various Named Entity Recognition Tasks ACL 2023

I2R’s End-to-End Speech Translation System for IWSLT 2023 Offline Shared Task ACL 2023