In this paper, we present a methodology for reasoning flexibly about these semi-structured natural language fragments. We also examine the tradeoffs associated ...
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What is common sense reasoning in NLP?
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In our tutorial, we will (1) outline the various types of commonsense (e.g., physical, social), and (2) discuss techniques to gather and represent commonsense ...
This article attempts to define the meanings of text fragments in a composable and computer interpretable way, and discusses models and ideas for detecting ...
Aug 10, 2021 · This paper explores the integration of commonsense knowledge into various NLP tasks. We begin by reviewing prominent commonsense knowledge bases.
Nov 11, 2021 · We aim to expose and evaluate the underlying evidence and inference process used by pre-trained and fine-tuned LMs applied to language understanding problems.
Jan 12, 2021 · Commonsense is the basic level of practical knowledge and reasoning concerning everyday situations and events that are commonly shared among most people.
Duration: 1:06:46
Posted: Jul 16, 2021
Posted: Jul 16, 2021
Feb 16, 2022 · I explored the ways that are used today to measure the ability of models in using commonsense knowledge.
Abstract. ConceptNet is a very large semantic network of commonsense knowledge suitable for making various kinds of practical inferences over text.
The course will involve attending class, reading, presenting, and discussing papers, two homework assignments, and a research project on an idea you are ...