A Transition-Based Directed Acyclic Graph Parser for UCCA
Multitask Parsing Across Semantic Representations
Universal Conceptual Cognitive Annotation (UCCA)
DEEP BIAFFINE ATTENTION FOR NEURAL DEPENDENCY PARSING
A Fast and Accurate Dependency Parser using Neural Networks
A Dynamic Oracle for Arc-Eager Dependency Parsing
Bidirectional LSTM-CRF Models for Sequence Tagging
Neural Architectures for Named Entity Recognition
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF
Empower Sequence Labeling with Task-Aware Neural Language Model
Attending to Characters in Neural Sequence Labeling Models
Attention Is All You Need
Deep contextualized word representations
BERT Pre-training of Deep Bidirectional Transformers for Language Understanding
UCCA resource
Codalab
Bert
ELMo
Neural Networks and Deep Learning
Understanding LSTM