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Transfer Learning

8078 directly classified papers

Papers per year

Papers

Semi-Supervised Bootstrapping of Dialogue State Trackers for Task-Oriented Modelling EMNLP 2019
Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages EMNLP 2019
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT EMNLP 2019
CUNI System for the WMT19 Robustness Task ACL 2019
Empirical Linguistic Study of Sentence Embeddings ACL 2019
Compositional Semantic Parsing across Graphbanks ACL 2019
Employing the Correspondence of Relations and Connectives to Identify Implicit Discourse Relations via Label Embeddings ACL 2019
A Comparative Study of Distributional and Symbolic Paradigms for Relational Learning IJCAI 2019
Neural Program Induction for KBQA Without Gold Programs or Query Annotations IJCAI 2019
Speaker Adaptation for Attention-Based End-to-End Speech Recognition INTERSPEECH 2019
Annotation and Automatic Classification of Aspectual Categories ACL 2019
Convolutional Sequence Generation for Skeleton-Based Action Synthesis ICCV 2019
Learning Unsupervised Visual Grounding Through Semantic Self-Supervision IJCAI 2019
Vision-Based Navigation With Language-Based Assistance via Imitation Learning With Indirect Intervention CVPR 2019
A Comparison of Word-based and Context-based Representations for Classification Problems in Health Informatics ACL 2019
Enhancing PIO Element Detection in Medical Text Using Contextualized Embedding ACL 2019
Identifying Temporal Trends Based on Perplexity and Clustering: Are We Looking at Language Change? ACL 2019
Analysis of Automatic Annotation Suggestions for Hard Discourse-Level Tasks in Expert Domains ACL 2019
Scoring Sentence Singletons and Pairs for Abstractive Summarization ACL 2019
BiSET: Bi-directional Selective Encoding with Template for Abstractive Summarization ACL 2019
Text Categorization by Learning Predominant Sense of Words as Auxiliary Task ACL 2019
Multi-Task Learning for Coherence Modeling ACL 2019
Approaching SMM4H with Merged Models and Multi-task Learning ACL 2019
A Multi-Platform Annotation Ecosystem for Domain Adaptation ACL 2019
To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks ACL 2019