Transfer Learning

An Exploratory Study on Multilingual Quality Estimation AACL 2020 Annotating the Pandemic: Named Entity Recognition and Normalisation in COVID-19 Literature EMNLP 2020 A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine Translation ACL 2020 A Two-stage Model for Slot Filling in Low-resource Settings: Domain-agnostic Non-slot Reduction and Pretrained Contextual Embeddings EMNLP 2020 Code and Named Entity Recognition in StackOverflow ACL 2020 Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus ACL 2020 Cross-Lingual Unsupervised Sentiment Classification with Multi-View Transfer Learning ACL 2020 Curriculum Learning for Natural Language Understanding ACL 2020 Do Explicit Alignments Robustly Improve Multilingual Encoders? EMNLP 2020 Don’t Use English Dev: On the Zero-Shot Cross-Lingual Evaluation of Contextual Embeddings EMNLP 2020 Early Exiting BERT for Efficient Document Ranking EMNLP 2020 E-BERT: Efficient-Yet-Effective Entity Embeddings for BERT EMNLP 2020 Efficient Intent Detection with Dual Sentence Encoders ACL 2020 Emerging Cross-lingual Structure in Pretrained Language Models ACL 2020 Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization AAAI 2020 English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too AACL 2020 Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer JMLR 2020 From English to Code-Switching: Transfer Learning with Strong Morphological Clues ACL 2020 How does BERT’s attention change when you fine-tune? An analysis methodology and a case study in negation scope ACL 2020 Identifying Elements Essential for BERT’s Multilinguality EMNLP 2020 IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language Understanding AACL 2020 Integrating Ethics into the NLP Curriculum ACL 2020 Interactive Refinement of Cross-Lingual Word Embeddings EMNLP 2020 Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work? ACL 2020 MOOCCube: A Large-scale Data Repository for NLP Applications in MOOCs ACL 2020