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transfer learning

5449 papers

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

Arabic Dialect Identification Using BERT Fine-Tuning COLING 2020
Identifying Nuanced Dialect for Arabic Tweets with Deep Learning and Reverse Translation Corpus Extension System COLING 2020
Bert Transformer model for Detecting Arabic GPT2 Auto-Generated Tweets COLING 2020
Investigating Learning Dynamics of BERT Fine-Tuning AACL 2020
Modality-Transferable Emotion Embeddings for Low-Resource Multimodal Emotion Recognition AACL 2020
DAPPER: Learning Domain-Adapted Persona Representation Using Pretrained BERT and External Memory AACL 2020
Asking Crowdworkers to Write Entailment Examples: The Best of Bad Options AACL 2020
Efficient Domain Generalization via Common-Specific Low-Rank Decomposition ICML 2020
A Semi-Supervised BERT Approach for Arabic Named Entity Recognition COLING 2020
IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language Understanding AACL 2020
Multi-Source Attention for Unsupervised Domain Adaptation AACL 2020
Animal Detection in Man-made Environments WACV 2020
SketchTransfer: A New Dataset for Exploring Detail-Invariance and the Abstractions Learned by Deep Networks WACV 2020
Active Adversarial Domain Adaptation WACV 2020
DeltaGrad: Rapid retraining of machine learning models ICML 2020
GRUBERT: A GRU-Based Method to Fuse BERT Hidden Layers for Twitter Sentiment Analysis AACL 2020
TMU-NLP System Using BERT-based Pre-trained Model to the NLP-TEA CGED Shared Task 2020 AACL 2020
Multi-Modal Embeddings Using Multi-Task Learning for Emotion Recognition INTERSPEECH 2020
Large-Scale End-to-End Multilingual Speech Recognition and Language Identification with Multi-Task Learning INTERSPEECH 2020
Rapid RNN-T Adaptation Using Personalized Speech Synthesis and Neural Language Generator INTERSPEECH 2020
WinoGrande: An Adversarial Winograd Schema Challenge at Scale AAAI 2020
Monolingual Transfer Learning via Bilingual Translators for Style-Sensitive Paraphrase Generation AAAI 2020
Understanding Pre-trained BERT for Aspect-based Sentiment Analysis COLING 2020
Attention Transfer Network for Aspect-level Sentiment Classification COLING 2020
A Deep Generative Approach to Native Language Identification COLING 2020