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Transfer Learning

1113 directly classified papers

Papers per year

Papers

Identifying Nuanced Dialect for Arabic Tweets with Deep Learning and Reverse Translation Corpus Extension System COLING 2020
DEPARA: Deep Attribution Graph for Deep Knowledge Transferability CVPR 2020
Unsupervised Domain Adaptation via Structurally Regularized Deep Clustering CVPR 2020
Transferring and Regularizing Prediction for Semantic Segmentation CVPR 2020
Enhanced Transport Distance for Unsupervised Domain Adaptation CVPR 2020
Animal Detection in Man-made Environments WACV 2020
Active Learning for Imbalanced Datasets WACV 2020
Interactive Text-to-Speech System via Joint Style Analysis INTERSPEECH 2020
KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation EMNLP 2020
Combining Sequence Distillation and Transfer Learning for Efficient Low-Resource Neural Machine Translation Models EMNLP 2020
The NiuTrans System for the WMT20 Quality Estimation Shared Task EMNLP 2020
Unsupervised vs. Transfer Learning for Multimodal One-Shot Matching of Speech and Images INTERSPEECH 2020
A Method for Building a Commonsense Inference Dataset based on Basic Events EMNLP 2020
Automatic Extraction of Rules Governing Morphological Agreement EMNLP 2020
Message Passing for Hyper-Relational Knowledge Graphs EMNLP 2020
Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start EMNLP 2020
Exploring the Boundaries of Low-Resource BERT Distillation EMNLP 2020
Machine Translation for English–Inuktitut with Segmentation, Data Acquisition and Pre-Training EMNLP 2020
DAPPER: Learning Domain-Adapted Persona Representation Using Pretrained BERT and External Memory AACL 2020
Modality-Transferable Emotion Embeddings for Low-Resource Multimodal Emotion Recognition AACL 2020
Investigating Learning Dynamics of BERT Fine-Tuning AACL 2020
Towards Non-task-specific Distillation of BERT via Sentence Representation Approximation AACL 2020
Knowledge Transfer for Learning Markov Equivalence Classes PGM 2020
Transliteration for Cross-Lingual Morphological Inflection ACL 2020
From English to Code-Switching: Transfer Learning with Strong Morphological Clues ACL 2020