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Data Augmentation

3,622 papers

Papers per year

Papers

QUAK: A Synthetic Quality Estimation Dataset for Korean-English Neural Machine Translation COLING 2022
Towards Robust Neural Machine Translation with Iterative Scheduled Data-Switch Training COLING 2022
A Contrastive Cross-Channel Data Augmentation Framework for Aspect-Based Sentiment Analysis COLING 2022
Unsupervised Data Augmentation for Aspect Based Sentiment Analysis COLING 2022
Towards Exploiting Sticker for Multimodal Sentiment Analysis in Social Media: A New Dataset and Baseline COLING 2022
Improving Code-switched ASR with Linguistic Information COLING 2022
Data Augmentation for Improving the Prediction of Validity and Novelty of Argumentative Conclusions COLING 2022
Using Translation Process Data to Explore Explicitation and Implicitation through Discourse Connectives COLING 2022
Automatic Summarization for Creative Writing: BART based Pipeline Method for Generating Summary of Movie Scripts COLING 2022
Augmented Bio-SBERT: Improving Performance for Pairwise Sentence Tasks in Bio-medical Domain COLING 2022
Syntax-driven Data Augmentation for Named Entity Recognition COLING 2022
Lightweight Contextual Logical Structure Recovery COLING 2022
zydhjh4593@SMM4H’22: A Generic Pre-trained BERT-based Framework for Social Media Health Text Classification COLING 2022
BioInfo@UAVR@SMM4H’22: Classification and Extraction of Adverse Event mentions in Tweets using Transformer Models COLING 2022
FRE at SocialDisNER: Joint Learning of Language Models for Named Entity Recognition COLING 2022
Yet@SMM4H’22: Improved BERT-based classification models with Rdrop and PolyLoss COLING 2022
Fraunhofer SIT@SMM4H’22: Learning to Predict Stances and Premises in Tweets related to COVID-19 Health Orders Using Generative Models COLING 2022
Rakuten’s Participation in WAT 2022: Parallel Dataset Filtering by Leveraging Vocabulary Heterogeneity COLING 2022
Towards better structured and less noisy Web data: Oscar with Register annotations COLING 2022
Robust Optimization As Data Augmentation for Large-Scale Graphs CVPR 2022
SwapMix: Diagnosing and Regularizing the Over-Reliance on Visual Context in Visual Question Answering CVPR 2022
Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance With Expanded Views CVPR 2022
Exploring Geometric Consistency for Monocular 3D Object Detection CVPR 2022
ArtiBoost: Boosting Articulated 3D Hand-Object Pose Estimation via Online Exploration and Synthesis CVPR 2022
Learning From Temporal Gradient for Semi-Supervised Action Recognition CVPR 2022