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Transfer Learning

2362 directly classified papers

Papers per year

Papers

Multi-Stage Pre-training for Low-Resource Domain Adaptation EMNLP 2020
EXAMS: A Multi-subject High School Examinations Dataset for Cross-lingual and Multilingual Question Answering EMNLP 2020
Severing the Edge Between Before and After: Neural Architectures for Temporal Ordering of Events EMNLP 2020
An Empirical Investigation Towards Efficient Multi-Domain Language Model Pre-training EMNLP 2020
Towards an ASR Error Robust Spoken Language Understanding System INTERSPEECH 2020
An Empirical Study of Pre-trained Transformers for Arabic Information Extraction EMNLP 2020
Improving Multilingual Models with Language-Clustered Vocabularies EMNLP 2020
The XMUSPEECH System for Short-Duration Speaker Verification Challenge 2020 INTERSPEECH 2020
From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual Transformers EMNLP 2020
Monolingual Adapters for Zero-Shot Neural Machine Translation EMNLP 2020
Pre-tokenization of Multi-word Expressions in Cross-lingual Word Embeddings EMNLP 2020
On Negative Interference in Multilingual Models: Findings and A Meta-Learning Treatment EMNLP 2020
Identifying Elements Essential for BERT’s Multilinguality EMNLP 2020
CLIRMatrix: A massively large collection of bilingual and multilingual datasets for Cross-Lingual Information Retrieval EMNLP 2020
Learning Physical Common Sense as Knowledge Graph Completion via BERT Data Augmentation and Constrained Tucker Factorization EMNLP 2020
Cold-Start and Interpretability: Turning Regular Expressions into Trainable Recurrent Neural Networks EMNLP 2020
Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining EMNLP 2020
A Supervised Word Alignment Method based on Cross-Language Span Prediction using Multilingual BERT EMNLP 2020
Exploiting Cross-Domain Visual Feature Generation for Disordered Speech Recognition INTERSPEECH 2020
Speech Representation Learning for Emotion Recognition Using End-to-End ASR with Factorized Adaptation INTERSPEECH 2020
CATOTRON — A Neural Text-to-Speech System in Catalan INTERSPEECH 2020
Class-incremental Learning via Deep Model Consolidation WACV 2020
MetaPerturb: Transferable Regularizer for Heterogeneous Tasks and Architectures NIPS 2020
Scale Match for Tiny Person Detection WACV 2020
ISWARA at WNUT-2020 Task 2: Identification of Informative COVID-19 English Tweets using BERT and FastText Embeddings EMNLP 2020