JOURNAL ARTICLE

Conversational AI : Open Domain Question Answering and Commonsense Reasoning

Kinjal Basu

Year: 2019 Journal:   arXiv (Cornell University)   Publisher: Cornell University

Abstract

Our research is focused on making a human-like question answering system which can answer rationally. The distinguishing characteristic of our approach is that it will use automated common sense reasoning to truly "understand" dialogues, allowing it to converse like a human. Humans often make many assumptions during conversations. We infer facts not told explicitly by using our common sense. Incorporating commonsense knowledge in a question answering system will simply make it more robust.

Keywords:
Commonsense knowledge Commonsense reasoning Question answering Converse Computer science Open domain Domain (mathematical analysis) Artificial intelligence Common sense Natural language processing Cognitive science Epistemology Domain knowledge Psychology Philosophy Mathematics

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Topics

Topic Modeling
Physical Sciences →  Computer Science →  Artificial Intelligence
Natural Language Processing Techniques
Physical Sciences →  Computer Science →  Artificial Intelligence
Speech and dialogue systems
Physical Sciences →  Computer Science →  Artificial Intelligence

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