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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

Robust Transfer Learning with Pretrained Language Models through Adapters ACL 2021
On the differences between BERT and MT encoder spaces and how to address them in translation tasks ACL 2021
Many-to-English Machine Translation Tools, Data, and Pretrained Models ACL 2021
Meta Learning and Its Applications to Natural Language Processing ACL 2021
Pre-training Methods for Neural Machine Translation ACL 2021
Edinburgh’s End-to-End Multilingual Speech Translation System for IWSLT 2021 ACL 2021
IMS’ Systems for the IWSLT 2021 Low-Resource Speech Translation Task ACL 2021
Revisiting Pretraining with Adapters ACL 2021
Fine-tuning Transformers for Identifying Self-Reporting Potential Cases and Symptoms of COVID-19 in Tweets NAACL 2021
Classification of Tweets Self-reporting Adverse Pregnancy Outcomes and Potential COVID-19 Cases Using RoBERTa Transformers NAACL 2021
UACH-INAOE at SMM4H: a BERT based approach for classification of COVID-19 Twitter posts NAACL 2021
Towards Low-Resource Real-Time Assessment of Empathy in Counselling NAACL 2021
ReinforceBug: A Framework to Generate Adversarial Textual Examples NAACL 2021
Combining Weakly Supervised ML Techniques for Low-Resource NLU NAACL 2021
MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization NAACL 2021
Unsupervised Pronoun Resolution via Masked Noun-Phrase Prediction ACL 2021
NLP_UIOWA at Semeval-2021 Task 5: Transferring Toxic Sets to Tag Toxic Spans ACL 2021
HOMADOS at SemEval-2021 Task 6: Multi-Task Learning for Propaganda Detection ACL 2021
Using Hierarchical Class Structure to Improve Fine-Grained Claim Classification ACL 2021
Script Parsing with Hierarchical Sequence Modelling ACL 2021
Scalable Neural Data Server: A Data Recommender for Transfer Learning NIPS 2021
Why Do Pretrained Language Models Help in Downstream Tasks? An Analysis of Head and Prompt Tuning NIPS 2021
How to transfer algorithmic reasoning knowledge to learn new algorithms? NIPS 2021
Modular Gaussian Processes for Transfer Learning NIPS 2021
Can vectors read minds better than experts? Comparing data augmentation strategies for the automated scoring of children’s mindreading ability ACL 2021