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transfer learning

5449 papers

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TL

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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

CompRess: Self-Supervised Learning by Compressing Representations NIPS 2020
Exploiting MMD and Sinkhorn Divergences for Fair and Transferable Representation Learning NIPS 2020
Design Space for Graph Neural Networks NIPS 2020
Transferable Calibration with Lower Bias and Variance in Domain Adaptation NIPS 2020
Robust Backed-off Estimation of Out-of-Vocabulary Embeddings EMNLP 2020
NLP Service APIs and Models for Efficient Registration of New Clients EMNLP 2020
Do Models of Mental Health Based on Social Media Data Generalize? EMNLP 2020
On Romanization for Model Transfer Between Scripts in Neural Machine Translation EMNLP 2020
Dynamic Semantic Matching and Aggregation Network for Few-shot Intent Detection EMNLP 2020
SeNsER: Learning Cross-Building Sensor Metadata Tagger EMNLP 2020
HoMM: Higher-Order Moment Matching for Unsupervised Domain Adaptation AAAI 2020
Inferring Nighttime Satellite Imagery from Human Mobility AAAI 2020
Data and Representation for Turkish Natural Language Inference EMNLP 2020
BERT-of-Theseus: Compressing BERT by Progressive Module Replacing EMNLP 2020
Cardiff University at SemEval-2020 Task 6: Fine-tuning BERT for Domain-Specific Definition Classification COLING 2020
iCompass at SemEval-2020 Task 12: From a Syntax-ignorant N-gram Embeddings Model to a Deep Bidirectional Language Model COLING 2020
IRLab_DAIICT at SemEval-2020 Task 12: Machine Learning and Deep Learning Methods for Offensive Language Identification COLING 2020
Sonal.kumari at SemEval-2020 Task 12: Social Media Multilingual Offensive Text Identification and Categorization Using Neural Network Models COLING 2020
On the importance of pre-training data volume for compact language models EMNLP 2020
Language Model Prior for Low-Resource Neural Machine Translation EMNLP 2020
EXAMS: A Multi-subject High School Examinations Dataset for Cross-lingual and Multilingual Question Answering EMNLP 2020
Word-level Textual Adversarial Attacking as Combinatorial Optimization ACL 2020
Emerging Cross-lingual Structure in Pretrained Language Models ACL 2020
XtremeDistil: Multi-stage Distillation for Massive Multilingual Models ACL 2020
SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis ACL 2020