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AllenNLP: A Deep Semantic Natural Language Processing Platform

• Matt Gardner, Joel Grus, +6 authors Luke S. Zettlemoyer
• ArXiv
• 2018

This paper describes AllenNLP, a platform for research on deep learning methods in natural language understanding. AllenNLP is designed to support researchers who want to build novel language… (More)

Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

• Peter Clark, Isaac Cowhey, +4 authors Oyvind Tafjord
• ArXiv
• 2018

We present a new question set, text corpus, and baselines assembled to encourage AI research in advanced question answering. Together, these constitute the AI2 Reasoning Challenge (ARC), which… (More)

Combining Retrieval, Statistics, and Inference to Answer Elementary Science Questions

• Peter Clark, Oren Etzioni, +4 authors Daniel Khashabi
• AAAI
• 2016

What capabilities are required for an AI system to pass standard 4th Grade Science Tests? Previous work has examined the use of Markov Logic Networks (MLNs) to represent the requisite background… (More)

Moving beyond the Turing Test with the Allen AI Science Challenge

• Carissa Schoenick, Peter Clark, Oyvind Tafjord, Peter D. Turney, Oren Etzioni
• Commun. ACM
• 2016

Answering questions correctly from standardized eighth-grade science tests is itself a test of machine intelligence.

Declarative Question Answering over Knowledge Bases Containing Natural Language Text with Answer Set Programming

• Arindam Mitra, Peter Clark, Oyvind Tafjord, Chitta Baral
• AAAI
• 2019

While in recent years machine learning (ML) based approaches have been the popular approach in developing end-to-end question answering systems, such systems often struggle when additional knowledge… (More)

QUAREL: A Dataset and Models for Answering Questions about Qualitative Relationships

• Oyvind Tafjord, Peter Clark, Matt Gardner, Wen-tau Yih, Ashish Sabharwal
• AAAI
• 2018

Many natural language questions require recognizing and reasoning with qualitative relationships (e.g., in science, economics, and medicine), but are challenging to answer with corpus-based methods.… (More)

A Deep Semantic Natural Language Processing Platform

• Matt Gardner, Joel Grus, +6 authors Luke S. Zettlemoyer
• 2017

This paper describes AllenNLP, a platform for research on deep learning methods in natural language understanding. AllenNLP is designed to support researchers who want to build novel language… (More)

Inside Wolfram Alpha as a Mathematica package Inside Wolfram|Alpha as a Mathematica package : What is it about symbolic processing and Mathematica that makes Wolfram|Alpha possible?

• Oyvind Tafjord
• 2012