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transfer learning

5442 papers

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Also known as

TANDA HTL TL ULMFIT TRL

Co-occurring keywords

domain adaptation (4578) text classification (6776) representation learning (6174) few-shot learning (3390) multi-task learning (2556) language model (4573) zero-shot learning (3637) low-resource language (2234) knowledge distillation (3680) large language model (12755)

Papers

Towards Architecture-Agnostic Neural Transfer: a Knowledge-Enhanced Approach IJCAI 2019
Modeling Labial Coarticulation with Bidirectional Gated Recurrent Networks and Transfer Learning INTERSPEECH 2019
Attract or Distract: Exploit the Margin of Open Set ICCV 2019
On the Role of Style in Parsing Speech with Neural Models INTERSPEECH 2019
Using Speech Production Knowledge for Raw Waveform Modelling Based Styrian Dialect Identification INTERSPEECH 2019
Learning Across Tasks and Domains ICCV 2019
Explain Yourself! Leveraging Language Models for Commonsense Reasoning ACL 2019
Multilingual and Multi-Aspect Hate Speech Analysis EMNLP 2019
Hello, It’s GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems EMNLP 2019
A Neural Grammatical Error Correction System Built On Better Pre-training and Sequential Transfer Learning ACL 2019
Transfer Learning in Biomedical Named Entity Recognition: An Evaluation of BERT in the PharmaCoNER task EMNLP 2019
Simplified Neural Unsupervised Domain Adaptation NAACL 2019
Learning Problem-Agnostic Speech Representations from Multiple Self-Supervised Tasks INTERSPEECH 2019
Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition NIPS 2019
Object landmark discovery through unsupervised adaptation NIPS 2019
Pretraining by Backtranslation for End-to-End ASR in Low-Resource Settings INTERSPEECH 2019
Disjoint Label Space Transfer Learning with Common Factorised Space AAAI 2019
From Zero-Shot Learning to Cold-Start Recommendation AAAI 2019
Transferable Curriculum for Weakly-Supervised Domain Adaptation AAAI 2019
Linguistic Knowledge and Transferability of Contextual Representations NAACL 2019
Transferring Knowledge from Discourse to Arguments: A Case Study with Scientific Abstracts ACL 2019
d-SNE: Domain Adaptation Using Stochastic Neighborhood Embedding CVPR 2019
Multistream Classification with Relative Density Ratio Estimation AAAI 2019
Transferability and Hardness of Supervised Classification Tasks ICCV 2019
Visualizing and Understanding the Effectiveness of BERT EMNLP 2019