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Transfer Learning

3884 directly classified papers

Papers per year

Papers

PointDAN: A Multi-Scale 3D Domain Adaption Network for Point Cloud Representation NIPS 2019
Fast and Flexible Multi-Task Classification using Conditional Neural Adaptive Processes NIPS 2019
Loss-Balanced Task Weighting to Reduce Negative Transfer in Multi-Task Learning AAAI 2019
An SVM-Based Framework for Long-Term Learning Systems AAAI 2019
Machine Teaching for Inverse Reinforcement Learning: Algorithms and Applications AAAI 2019
Zero-Shot Neural Transfer for Cross-Lingual Entity Linking AAAI 2019
Interactive Attention Transfer Network for Cross-Domain Sentiment Classification AAAI 2019
Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction AAAI 2019
Learning Multi-Task Communication with Message Passing for Sequence Learning AAAI 2019
Amalgamating Knowledge towards Comprehensive Classification AAAI 2019
Task Transfer by Preference-Based Cost Learning AAAI 2019
Crash to Not Crash: Learn to Identify Dangerous Vehicles Using a Simulator AAAI 2019
Multi-Task Learning for Chemical Named Entity Recognition with Chemical Compound Paraphrasing EMNLP 2019
DENS: A Dataset for Multi-class Emotion Analysis EMNLP 2019
Cost-Sensitive BERT for Generalisable Sentence Classification on Imbalanced Data EMNLP 2019
How Multilingual is Multilingual BERT? ACL 2019
Inferring Concept Prerequisite Relations from Online Educational Resources AAAI 2019
Findings of the First Shared Task on Machine Translation Robustness ACL 2019
The University of Maryland’s Kazakh-English Neural Machine Translation System at WMT19 ACL 2019
Analyzing the Limitations of Cross-lingual Word Embedding Mappings ACL 2019
Multilingual and Cross-Lingual Graded Lexical Entailment ACL 2019
Multi-Task Learning with Language Modeling for Question Generation EMNLP 2019
Simple and Effective Paraphrastic Similarity from Parallel Translations ACL 2019
A Progressive Model to Enable Continual Learning for Semantic Slot Filling EMNLP 2019
Linking artificial and human neural representations of language EMNLP 2019