Transfer Learning

Personalizing Grammatical Error Correction: Adaptation to Proficiency Level and L1 EMNLP 2019 Pingan Smart Health and SJTU at COIN - Shared Task: utilizing Pre-trained Language Models and Common-sense Knowledge in Machine Reading Tasks EMNLP 2019 PointDAN: A Multi-Scale 3D Domain Adaption Network for Point Cloud Representation NeurIPS 2019 Practical Semantic Parsing for Spoken Language Understanding NAACL 2019 Predicting Discourse Structure using Distant Supervision from Sentiment EMNLP 2019 Predicting Humor by Learning from Time-Aligned Comments Interspeech 2019 Pretrained Ensemble Learning for Fine-Grained Propaganda Detection EMNLP 2019 Pretrained Language Models for Sequential Sentence Classification EMNLP 2019 Pre-training of Graph Augmented Transformers for Medication Recommendation IJCAI 2019 Probing Multilingual Sentence Representations With X-Probe ACL 2019 Progressive Ensemble Networks for Zero-Shot Recognition CVPR 2019 Rapid Performance Gain through Active Model Reuse IJCAI 2019 Representation Learning-Assisted Click-Through Rate Prediction IJCAI 2019 Representation Similarity Analysis for Efficient Task Taxonomy & Transfer Learning CVPR 2019 Residual Compensation Networks for Heterogeneous Face Recognition AAAI 2019 Rethinking ImageNet Pre-Training ICCV 2019 Reverse Transfer Learning: Can Word Embeddings Trained for Different NLP Tasks Improve Neural Language Models? Interspeech 2019 Revisiting Low-Resource Neural Machine Translation: A Case Study ACL 2019 Revisiting NMT for Normalization of Early English Letters NAACL 2019 Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction AAAI 2019 Self-Supervised Representation Learning From Multi-Domain Data ICCV 2019 Semantically Aligned Bias Reducing Zero Shot Learning CVPR 2019 Semantic Part Detection via Matching: Learning to Generalize to Novel Viewpoints From Limited Training Data ICCV 2019 Sentence-Level Propaganda Detection in News Articles with Transfer Learning and BERT-BiLSTM-Capsule Model EMNLP 2019 Separate to Adapt: Open Set Domain Adaptation via Progressive Separation CVPR 2019