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Transfer Learning

8,078 papers

Papers per year

Papers

On the Evaluation of Vision-and-Language Navigation Instructions EACL 2021
Cross-lingual Contextualized Topic Models with Zero-shot Learning EACL 2021
Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates EACL 2021
Alignment verification to improve NMT translation towards highly inflectional languages with limited resources EACL 2021
Multilingual and cross-lingual document classification: A meta-learning approach EACL 2021
Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies EACL 2021
Learning Relatedness between Types with Prototypes for Relation Extraction EACL 2021
An Empirical Study on the Generalization Power of Neural Representations Learned via Visual Guessing Games EACL 2021
First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT EACL 2021
L2C: Describing Visual Differences Needs Semantic Understanding of Individuals EACL 2021
Cross-Cultural Similarity Features for Cross-Lingual Transfer Learning of Pragmatically Motivated Tasks EACL 2021
Scientific Discourse Tagging for Evidence Extraction EACL 2021
Project-then-Transfer: Effective Two-stage Cross-lingual Transfer for Semantic Dependency Parsing EACL 2021
PPT: Parsimonious Parser Transfer for Unsupervised Cross-Lingual Adaptation EACL 2021
Summarising Historical Text in Modern Languages EACL 2021
Framing Word Sense Disambiguation as a Multi-Label Problem for Model-Agnostic Knowledge Integration EACL 2021
Recipes for Adapting Pre-trained Monolingual and Multilingual Models to Machine Translation EACL 2021
Meta-Learning for Effective Multi-task and Multilingual Modelling EACL 2021
Two Training Strategies for Improving Relation Extraction over Universal Graph EACL 2021
Massive Choice, Ample Tasks (MaChAmp): A Toolkit for Multi-task Learning in NLP EACL 2021
T2NER: Transformers based Transfer Learning Framework for Named Entity Recognition EACL 2021
Multidomain Pretrained Language Models for Green NLP EACL 2021
Pseudo-Label Guided Unsupervised Domain Adaptation of Contextual Embeddings EACL 2021
Challenges in Annotating and Parsing Spoken, Code-switched, Frisian-Dutch Data EACL 2021
Genres, Parsers, and BERT: The Interaction Between Parsers and BERT Models in Cross-Genre Constituency Parsing in English and Swedish EACL 2021