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Transfer Learning

2362 directly classified papers

Papers per year

Papers

Cross-lingual Structure Transfer for Relation and Event Extraction EMNLP 2019
Neural Cross-Lingual Relation Extraction Based on Bilingual Word Embedding Mapping EMNLP 2019
Neural Cross-Lingual Event Detection with Minimal Parallel Resources EMNLP 2019
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT EMNLP 2019
Iterative Dual Domain Adaptation for Neural Machine Translation EMNLP 2019
Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages EMNLP 2019
Pushing the Limits of Low-Resource Morphological Inflection EMNLP 2019
Cross-Lingual Dependency Parsing Using Code-Mixed TreeBank EMNLP 2019
Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations EMNLP 2019
Multilingual word translation using auxiliary languages EMNLP 2019
Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER EMNLP 2019
Handling Syntactic Divergence in Low-resource Machine Translation EMNLP 2019
Exploiting Multilingualism through Multistage Fine-Tuning for Low-Resource Neural Machine Translation EMNLP 2019
Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings EMNLP 2019
Cross-lingual Transfer Learning with Data Selection for Large-Scale Spoken Language Understanding EMNLP 2019
Simple, Scalable Adaptation for Neural Machine Translation EMNLP 2019
Investigating Multilingual NMT Representations at Scale EMNLP 2019
Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks EMNLP 2019
Deep Contextualized Word Embeddings in Transition-Based and Graph-Based Dependency Parsing - A Tale of Two Parsers Revisited EMNLP 2019
Towards Debiasing Fact Verification Models EMNLP 2019
Cross-Domain Modeling of Sentence-Level Evidence for Document Retrieval EMNLP 2019
Don’t Just Scratch the Surface: Enhancing Word Representations for Korean with Hanja EMNLP 2019
Harnessing Pre-Trained Neural Networks with Rules for Formality Style Transfer EMNLP 2019
Small and Practical BERT Models for Sequence Labeling EMNLP 2019
Data Augmentation with Atomic Templates for Spoken Language Understanding EMNLP 2019