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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

GIST at SemEval-2018 Task 12: A network transferring inference knowledge to Argument Reasoning Comprehension task SEMEVAL 2018
Inference-Invariant Transformation of Batch Normalization for Domain Adaptation of Acoustic Models INTERSPEECH 2018
Data Requirements, Selection and Augmentation for DNN-based Speech Synthesis from Crowdsourced Data INTERSPEECH 2018
Improving DNNs Trained with Non-Native Transcriptions Using Knowledge Distillation and Target Interpolation INTERSPEECH 2018
Music Genre Recognition Using Deep Neural Networks and Transfer Learning INTERSPEECH 2018
SNU_IDS at SemEval-2018 Task 12: Sentence Encoder with Contextualized Vectors for Argument Reasoning Comprehension SEMEVAL 2018
Deep Learning at Alibaba IJCAI 2017
Joining Hands: Exploiting Monolingual Treebanks for Parsing of Code-mixing Data EACL 2017
SitNet: Discrete Similarity Transfer Network for Zero-shot Hashing IJCAI 2017
A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks EMNLP 2017
Learning to select data for transfer learning with Bayesian Optimization EMNLP 2017
Human Centered NLP with User-Factor Adaptation EMNLP 2017
Regularization techniques for fine-tuning in neural machine translation EMNLP 2017
Learning Language Representations for Typology Prediction EMNLP 2017
Sim-to-Real Robot Learning from Pixels with Progressive Nets CORL 2017
Lipschitz Density-Ratios, Structured Data, and Data-driven Tuning AISTATS 2017
Transferring Semantic Roles Using Translation and Syntactic Information IJCNLP 2017
How Robots Learn to Classify New Objects Trained from Small Data Sets CORL 2017
Cross-language Learning with Adversarial Neural Networks CONLL 2017
Neural Domain Adaptation for Biomedical Question Answering CONLL 2017
Delexicalized Word Embeddings for Cross-lingual Dependency Parsing EACL 2017
Revisiting Recurrent Networks for Paraphrastic Sentence Embeddings ACL 2017
Learning Transferable Representation for Bilingual Relation Extraction via Convolutional Neural Networks IJCNLP 2017
On Gleaning Knowledge from Multiple Domains for Active Learning IJCAI 2017
Learning with Previously Unseen Features IJCAI 2017