Natural Language Processing
Core Concepts
Beyond Word Vectors
Classification
Named Entity Recognition & Slot Filling
- SUTIME: A Library for Recognizing and Normalizing Time Expressions
- Named Entity Recognition with Bidirectional LSTM-CNNs
- Pangloss
- OntoNotes 5
- Entity Linking with a KB
- Pangloss
Conversational AI and NLU
- Dialog State Tracking: A Neural Reading Comprehension Approach
- Scalable Multi-Domain Dialogue State Tracking
- Dialog Context Language Modeling with Recurrent Neural Networks
- Effective Incorporation of Speaker Information in Utterance Encoding in Dialog
- Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models
- Conversational Recommender System
- Learning End2End Goal Oriented Dialog
Machine Reading Comprehension
Natural Language Generation (NLG)
- Attention Is All You Need
- Blockwise Parallel Decoding for Deep Autoregressive Models
- Gmail Smart Compose: Real-Time Assisted Writing
- GPT2
- DialoGPT
- CTRL
- Grammar Correction Corpora
- Get To the Point
- Gensim summarization
- Smart Reply
- Intent to Code Generation
- Pegasus
- BART
- Personalized GEC
Kaushik Rangadurai
Code. Learn. Explore