Advanced · NLP

Machine Reading Comprehension (MRC)

Visual diagram · (in preparation) · Math · (in preparation) · Worked example · 3 difficulty levels.

TL;DR. The ability of a system to read a text and answer questions about it, often without prior knowledge.

Technical Definition

The ability of a system to read a text and answer questions about it, often without prior knowledge.

How it works

MRC systems aim to understand natural language prose well enough to extract salient information needed to answer questions posed in natural language. This involves natural language understanding, inference, and sometimes common-sense reasoning. It's a benchmark for evaluating advanced NLP capabilities, moving beyond simple information retrieval.