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AllenNLP: A Deep Semantic Natural Language Processing Platform
TLDR
This paper describes AllenNLP, a platform for research on deep learning methods in natural language understanding. Expand
Reasoning about Actions and State Changes by Injecting Commonsense Knowledge
TLDR
We treat procedural text comprehension as a structured prediction task, allowing hard and soft constraints to steer the model away from unlikely predictions. Expand
Data Science from Scratch: First Principles with Python
TLDR
Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they're also a good way to dive into the discipline without actually understanding data science. Expand
Data science from scratch
TLDR
This is a first-principles-based, practical introduction to the fundamentals of data science aimed at the mathematically-comfortable reader with some programming skills. Expand
Writing Code for NLP Research
TLDR
This tutorial aims to share best practices for writing code for NLP research, drawing on the instructors' experience designing the recently-released AllenNLP toolkit, a PyTorch-based library for deep learningNLP research. Expand
A Deep Semantic Natural Language Processing Platform
TLDR
This paper describes AllenNLP, a platform for research on deep learning methods in natural language understanding, which aims to significantly lower barriers to high quality work. Expand