Keeping update and appending new items...
- Natural Language Processing
- Datasets in NLP
- Recurrent Neural Network
- Machine Translation, Language Style Transfer
- Machine Comprehension and Question Answering
- Dialogue, Chatbot and NLG Systems
- Sequence Labeling (POS, NER, SRL, RE, DP, EL and etc.)
- Knowledge Base Completion and Representation
- Sentiment Analysis and Text Classification
- Char/Word Embeddings and Language Modeling Systems
- Sentence Representation and Natural Language Inference
- Text Summarization and Generation
- Interpretability, Disambiguation, Anaphora and Discourse
- Multi-tasks Learning
- Other NLP Research Works
- Computer Vision (Classification, Detection, Recognition, Captioning and etc.)
- Graph and Social Network Representation
- Visual Grounding
- Label Embedding
- Offense and Defense
- Zero/Few-shot Learning and Meta Learning
- Knowledge Distillation and Data Imputation
- Label Noise and Anomaly Detection
- Generative Adversarial Network (GAN)
- Network Structures (NTM, Capsule, Autoencoder, Memory Nets, Highway Nets and etc.)
- Neural Network Optimization
- Other Research Works
- Reinforcement Learning and Robotic Systems
- Medical Field Research Works
- Probabilistic Programming Languages
- Mathematics, Machine Learning, Deep Learning, Reinforcement Learning and Coding Resources
- Useful GitHub Reading List