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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

Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data NAACL 2019
Detecting dementia in Mandarin Chinese using transfer learning from a parallel corpus NAACL 2019
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions NAACL 2019
DiscoFuse: A Large-Scale Dataset for Discourse-Based Sentence Fusion NAACL 2019
Addressing word-order Divergence in Multilingual Neural Machine Translation for extremely Low Resource Languages NAACL 2019
Backbone Cannot Be Trained at Once: Rolling Back to Pre-Trained Network for Person Re-Identification AAAI 2019
Optimal Projection Guided Transfer Hashing for Image Retrieval AAAI 2019
Improved Generalization of Arabic Text Classifiers ACL 2019
Resolving Gendered Ambiguous Pronouns with BERT ACL 2019
Sieg at MEDIQA 2019: Multi-task Neural Ensemble for Biomedical Inference and Entailment ACL 2019
WTMED at MEDIQA 2019: A Hybrid Approach to Biomedical Natural Language Inference ACL 2019
ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing ACL 2019
Recognising Agreement and Disagreement between Stances with Reason Comparing Networks ACL 2019
Dual Adversarial Neural Transfer for Low-Resource Named Entity Recognition ACL 2019
Multi-Source Cross-Lingual Model Transfer: Learning What to Share ACL 2019
Cross-Domain Generalization of Neural Constituency Parsers ACL 2019
The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection ACL 2019
CMU-01 at the SIGMORPHON 2019 Shared Task on Crosslinguality and Context in Morphology ACL 2019
Detecting and Extracting of Adverse Drug Reaction Mentioning Tweets with Multi-Head Self Attention ACL 2019
Parameter-Transfer Learning for Low-Resource Individualization of Head-Related Transfer Functions INTERSPEECH 2019
Spontaneous Conversational Speech Synthesis from Found Data INTERSPEECH 2019
End-to-End Spoken Language Understanding: Bootstrapping in Low Resource Scenarios INTERSPEECH 2019
Generalize Across Tasks: Efficient Algorithms for Linear Representation Learning ALT 2019
Learning value functions with relational state representations for guiding task-and-motion planning CORL 2019
Transfer Learning for Sequence Labeling Using Source Model and Target Data AAAI 2019