Joel Grus

Publications
Influence

AllenNLP: A Deep Semantic Natural Language Processing Platform

Matt Gardner, Joel Grus, +6 authors Luke Zettlemoyer
Computer Science
ArXiv
20 March 2018

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

Niket Tandon, Bhavana Dalvi, Joel Grus, Wen-tau Yih, Antoine Bosselut, Peter Clark
Computer Science
EMNLP
29 August 2018

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

Joel Grus
Computer Science
30 April 2015

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

Joel Grus
Computer Science
2015

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

Matt Gardner, Mark Neumann, Joel Grus, Nicholas Lourie
Computer Science
EMNLP
2018

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

Matt Gardner, Joel Grus, +6 authors Luke Zettlemoyer
Computer Science
2017

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

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