← Learning Types
Deep Learning › Learning Types ›

Transfer Learning

2362 directly classified papers

Papers per year

Papers

Automated Concatenation of Embeddings for Structured Prediction ACL 2021
Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders ACL 2021
Multi-stage Pre-training over Simplified Multimodal Pre-training Models ACL 2021
Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL ACL 2021
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning ACL 2021
Unsupervised Out-of-Domain Detection via Pre-trained Transformers ACL 2021
XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation ACL 2021
Multilingual Speech Translation from Efficient Finetuning of Pretrained Models ACL 2021
TicketTalk: Toward human-level performance with end-to-end, transaction-based dialog systems ACL 2021
Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks ACL 2021
T2NER: Transformers based Transfer Learning Framework for Named Entity Recognition EACL 2021
Learning Language Specific Sub-network for Multilingual Machine Translation ACL 2021
Collaborative Training of Acoustic Encoders for Speech Recognition INTERSPEECH 2021
Low Resource ASR: The Surprising Effectiveness of High Resource Transliteration INTERSPEECH 2021
Pre-Training for Spoken Language Understanding with Joint Textual and Phonetic Representation Learning INTERSPEECH 2021
Classification of COVID-19 from Cough Using Autoregressive Predictive Coding Pretraining and Spectral Data Augmentation INTERSPEECH 2021
Zero-shot Cross-lingual Content Filtering: Offensive Language and Hate Speech Detection EACL 2021
NoahNMT at WMT 2021: Dual Transfer for Very Low Resource Supervised Machine Translation EMNLP 2021
Language Model Pretraining and Transfer Learning for Very Low Resource Languages EMNLP 2021
The IICT-Yverdon System for the WMT 2021 Unsupervised MT and Very Low Resource Supervised MT Task EMNLP 2021
The JHU-Microsoft Submission for WMT21 Quality Estimation Shared Task EMNLP 2021
Continual Learning in Multilingual NMT via Language-Specific Embeddings EMNLP 2021
HW-TSC’s Participation in the WMT 2021 Large-Scale Multilingual Translation Task EMNLP 2021
Improving Similar Language Translation With Transfer Learning EMNLP 2021
The NiuTrans Machine Translation Systems for WMT21 EMNLP 2021