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Transfer Learning

3884 directly classified papers

Papers per year

Papers

Dr.Quad at MEDIQA 2019: Towards Textual Inference and Question Entailment using contextualized representations ACL 2019
Semantically Aligned Bias Reducing Zero Shot Learning CVPR 2019
Variational Information Distillation for Knowledge Transfer CVPR 2019
IIT-KGP at MEDIQA 2019: Recognizing Question Entailment using Sci-BERT stacked with a Gradient Boosting Classifier ACL 2019
Unsupervised Domain Adaptation Using Feature-Whitening and Consensus Loss CVPR 2019
Characterizing and Avoiding Negative Transfer CVPR 2019
Greedy Structure Learning of Hierarchical Compositional Models CVPR 2019
Representation Similarity Analysis for Efficient Task Taxonomy & Transfer Learning CVPR 2019
Interactive Evidence Detection: train state-of-the-art model out-of-domain or simple model interactively? EMNLP 2019
Zero-shot Dependency Parsing with Pre-trained Multilingual Sentence Representations EMNLP 2019
Weakly Supervised Attentional Model for Low Resource Ad-hoc Cross-lingual Information Retrieval EMNLP 2019
Transductive Auxiliary Task Self-Training for Neural Multi-Task Models EMNLP 2019
Fast Domain Adaptation of Semantic Parsers via Paraphrase Attention EMNLP 2019
Bag-of-Words Transfer: Non-Contextual Techniques for Multi-Task Learning EMNLP 2019
BLCU-NLP at COIN-Shared Task1: Stagewise Fine-tuning BERT for Commonsense Inference in Everyday Narrations 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
Jeff Da at COIN - Shared Task: BIG MOOD: Relating Transformers to Explicit Commonsense Knowledge EMNLP 2019
Extractive NarrativeQA with Heuristic Pre-Training EMNLP 2019
Enhancing BERT for Lexical Normalization EMNLP 2019
Overcoming the Rare Word Problem for low-resource language pairs in Neural Machine Translation EMNLP 2019
Biomedical Relation Classification by single and multiple source domain adaptation EMNLP 2019
UER: An Open-Source Toolkit for Pre-training Models EMNLP 2019
Domain Adaptation for Person-Job Fit with Transferable Deep Global Match Network EMNLP 2019
A Regularization Approach for Incorporating Event Knowledge and Coreference Relations into Neural Discourse Parsing EMNLP 2019
Towards Content Transfer through Grounded Text Generation NAACL 2019