NLP2020.md

NLP2020

• Classification
• named entity recognition

Classification

• arxiv
  • Utilizing BERT Intermediate Layers for Aspect Based Sentiment Analysis and Natural Language Inference
• ICAART
  • Hybrid Tiled Convolutional Neural Networks for Text Sentiment Classification[Keras]
• ICONIP 2019
  • A Deep Neural Framework for Contextual Affect Detection
• BERT
  • ALBERT: A Lite BERT for Self-supervised Learning of Language Representations[Code]
  • RobBERT: a Dutch RoBERTa-based Language Model
  • RoBERTa: A Robustly Optimized BERT Pretraining Approach
  • PoWER-BERT: Accelerating BERT inference for Classification Tasks
  • TinyBERT: Distilling BERT for Natural Language Understanding
• NIPS2019
  • XLNet: Generalized Autoregressive Pretraining for Language Understanding
• 2018
  • BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

named entity recognition

• 2020
  • A multimodal deep learning approach for named entity recognition from social media
• arxiv
  • Self-attention-based BiGRU and capsule network for named entity recognition
  • Joint Embedding in Named Entity Linking on Sentence Level
  • Zero-Resource Cross-Domain Named Entity Recognition