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Transfer Learning

1113 directly classified papers

Papers per year

Papers

Distributed Learning with Regularized Least Squares JMLR 2017
A Transition-based System for Universal Dependency Parsing CONLL 2017
Delexicalized transfer parsing for low-resource languages using transformed and combined treebanks CONLL 2017
Transfer Learning across Low-Resource, Related Languages for Neural Machine Translation IJCNLP 2017
Generating Stylistically Consistent Dialog Responses with Transfer Learning IJCNLP 2017
On Multi-Domain Training and Adaptation of End-to-End RNN Acoustic Models for Distant Speech Recognition INTERSPEECH 2017
Salience Rank: Efficient Keyphrase Extraction with Topic Modeling ACL 2017
Question Answering through Transfer Learning from Large Fine-grained Supervision Data ACL 2017
Transfer Learning and Distillation Techniques to Improve the Acoustic Modeling of Low Resource Languages INTERSPEECH 2017
Curriculum Learning in Reinforcement Learning IJCAI 2017
Learning from Relatives: Unified Dialectal Arabic Segmentation CONLL 2017
Joining Hands: Exploiting Monolingual Treebanks for Parsing of Code-mixing Data EACL 2017
Deep Hashing Network for Unsupervised Domain Adaptation CVPR 2017
NITE: A Neural Inductive Teaching Framework for Domain Specific NER EMNLP 2017
Deep Transfer Learning with Joint Adaptation Networks ICML 2017
Human Centered NLP with User-Factor Adaptation EMNLP 2017
SPFTN: A Self-Paced Fine-Tuning Network for Segmenting Objects in Weakly Labelled Videos CVPR 2017
Low-Resource Named Entity Recognition with Cross-lingual, Character-Level Neural Conditional Random Fields IJCNLP 2017
Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension EMNLP 2017
Learning to select data for transfer learning with Bayesian Optimization EMNLP 2017
Transfer Learning Between Concepts for Human Behavior Modeling: An Application to Sincerity and Deception Prediction INTERSPEECH 2017
Parser Adaptation for Social Media by Integrating Normalization ACL 2017
Generating and Exploiting Large-scale Pseudo Training Data for Zero Pronoun Resolution ACL 2017
Towards a Universal Sentiment Classifier in Multiple languages EMNLP 2017
Sentiment Lexicon Construction with Representation Learning Based on Hierarchical Sentiment Supervision EMNLP 2017