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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

SchAman: Spell-Checking Resources and Benchmark for Endangered Languages from Amazonia AACL 2022
Multi-Type Conversational Question-Answer Generation with Closed-ended and Unanswerable Questions AACL 2022
3D Manifold Topology Based Medical Image Data Augmentation ACML 2022
Robust Trajectory Prediction against Adversarial Attacks CORL 2022
Towards Scale Balanced 6-DoF Grasp Detection in Cluttered Scenes CORL 2022
Stackmix: a complementary mix algorithm UAI 2022
Data Augmentation for Manipulation RSS 2022
MT-Speech at SemEval-2022 Task 10: Incorporating Data Augmentation and Auxiliary Task with Cross-Lingual Pretrained Language Model for Structured Sentiment Analysis SEMEVAL 2022
SPDB Innovation Lab at SemEval-2022 Task 10: A Novel End-to-End Structured Sentiment Analysis Model based on the ERNIE-M SEMEVAL 2022
LMN at SemEval-2022 Task 11: A Transformer-based System for English Named Entity Recognition SEMEVAL 2022
Infrrd.ai at SemEval-2022 Task 11: A system for named entity recognition using data augmentation, transformer-based sequence labeling model, and EnsembleCRF SEMEVAL 2022
SemEval-2022 Task 3: PreTENS-Evaluating Neural Networks on Presuppositional Semantic Knowledge SEMEVAL 2022
UU-Tax at SemEval-2022 Task 3: Improving the generalizability of language models for taxonomy classification through data augmentation SEMEVAL 2022
Tesla at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Transformer-based Models with Data Augmentation SEMEVAL 2022
I2C at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Deep Learning Techniques SEMEVAL 2022
CS/NLP at SemEval-2022 Task 4: Effective Data Augmentation Methods for Patronizing Language Detection and Multi-label Classification with RoBERTa and GPT3 SEMEVAL 2022
ITNLP2022 at SemEval-2022 Task 8: Pre-trained Model with Data Augmentation and Voting for Multilingual News Similarity SEMEVAL 2022
MS@IW at SemEval-2022 Task 4: Patronising and Condescending Language Detection with Synthetically Generated Data SEMEVAL 2022
Plumeria at SemEval-2022 Task 6: Sarcasm Detection for English and Arabic Using Transformers and Data Augmentation SEMEVAL 2022
IIIT-MLNS at SemEval-2022 Task 8: Siamese Architecture for Modeling Multilingual News Similarity SEMEVAL 2022
TEAM-Atreides at SemEval-2022 Task 11: On leveraging data augmentation and ensemble to recognize complex Named Entities in Bangla SEMEVAL 2022
UA-KO at SemEval-2022 Task 11: Data Augmentation and Ensembles for Korean Named Entity Recognition SEMEVAL 2022
Qtrade AI at SemEval-2022 Task 11: An Unified Framework for Multilingual NER Task SEMEVAL 2022
CASIA at SemEval-2022 Task 11: Chinese Named Entity Recognition for Complex and Ambiguous Entities SEMEVAL 2022
Last Layer Marginal Likelihood for Invariance Learning AISTATS 2022