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transfer learning

5449 papers

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

OleNet at SemEval-2019 Task 9: BERT based Multi-Perspective Models for Suggestion Mining SEMEVAL 2019
WUT at SemEval-2019 Task 9: Domain-Adversarial Neural Networks for Domain Adaptation in Suggestion Mining SEMEVAL 2019
Can Meta-Interpretive Learning outperform Deep Reinforcement Learning of Evaluable Game strategies? IJCAI 2019
Transfer of Temporal Logic Formulas in Reinforcement Learning IJCAI 2019
Huawei’s NMT Systems for the WMT 2019 Biomedical Translation Task ACL 2019
Exploring Transfer Learning and Domain Data Selection for the Biomedical Translation ACL 2019
SOURCE: SOURce-Conditional Elmo-style Model for Machine Translation Quality Estimation ACL 2019
Metadata-driven Task Relation Discovery for Multi-task Learning IJCAI 2019
DANE: Domain Adaptive Network Embedding IJCAI 2019
Multi-class Heterogeneous Domain Adaptation JMLR 2019
NICT’s Supervised Neural Machine Translation Systems for the WMT19 Translation Robustness Task ACL 2019
Neural Machine Translation for English–Kazakh with Morphological Segmentation and Synthetic Data ACL 2019
The Universitat d’Alacant Submissions to the English-to-Kazakh News Translation Task at WMT 2019 ACL 2019
The RWTH Aachen University Machine Translation Systems for WMT 2019 ACL 2019
Amalgamating Filtered Knowledge: Learning Task-customized Student from Multi-task Teachers IJCAI 2019
CUNI Submission for Low-Resource Languages in WMT News 2019 ACL 2019
NICT’s Supervised Neural Machine Translation Systems for the WMT19 News Translation Task ACL 2019
The University of Maryland’s Kazakh-English Neural Machine Translation System at WMT19 ACL 2019
hULMonA: The Universal Language Model in Arabic ACL 2019
Low-Dimensional Density Ratio Estimation for Covariate Shift Correction AISTATS 2019
Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings ACL 2019
Towards Robust Named Entity Recognition for Historic German ACL 2019
Multilingual NMT with a Language-Independent Attention Bridge ACL 2019
Cross-lingual Transfer Learning and Multitask Learning for Capturing Multiword Expressions ACL 2019
MSIT_SRIB at MEDIQA 2019: Knowledge Directed Multi-task Framework for Natural Language Inference in Clinical Domain. ACL 2019