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Transfer Learning

458 directly classified papers

Papers per year

Papers

Robust Prediction of Punctuation and Truecasing for Medical ASR ACL 2020
Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus ACL 2020
Tri-Train: Automatic Pre-Fine Tuning between Pre-Training and Fine-Tuning for SciNER EMNLP 2020
ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs AAAI 2020
Why Overfitting Isn’t Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries ACL 2020
MOOCCube: A Large-scale Data Repository for NLP Applications in MOOCs ACL 2020
How does BERT’s attention change when you fine-tune? An analysis methodology and a case study in negation scope ACL 2020
Curriculum Learning for Natural Language Understanding ACL 2020
A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine Translation ACL 2020
Don’t Use English Dev: On the Zero-Shot Cross-Lingual Evaluation of Contextual Embeddings EMNLP 2020
X-SRL: A Parallel Cross-Lingual Semantic Role Labeling Dataset EMNLP 2020
Identifying Elements Essential for BERT’s Multilinguality EMNLP 2020
Multi-Stage Pre-training for Low-Resource Domain Adaptation EMNLP 2020
AdapterHub: A Framework for Adapting Transformers EMNLP 2020
Understanding tables with intermediate pre-training EMNLP 2020
The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification EMNLP 2020
SciWING– A Software Toolkit for Scientific Document Processing EMNLP 2020
A Two-stage Model for Slot Filling in Low-resource Settings: Domain-agnostic Non-slot Reduction and Pretrained Contextual Embeddings EMNLP 2020
Unsupervised Domain Clusters in Pretrained Language Models ACL 2020
TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural Language Processing ACL 2020
Integrating Ethics into the NLP Curriculum ACL 2020
Efficient Intent Detection with Dual Sentence Encoders ACL 2020
English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too AACL 2020
An Exploratory Study on Multilingual Quality Estimation AACL 2020
Do Explicit Alignments Robustly Improve Multilingual Encoders? EMNLP 2020