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babi-tasks-with-transformer-model's Introduction

bAbi-tasks-with-transformer-model

Fine tune and evaluate transformer model on facebook's bAbi tasks.

Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks

Tasks

task_no task_name
qa1 single-supporting-fact
qa2 two-supporting-facts
qa3 three-supporting-facts
qa4 two-arg-relations
qa5 three-arg-relations
qa6 yes-no-questions
qa7 counting
qa8 lists-sets
qa9 simple-negation
qa10 indefinite-knowledge
qa11 basic-coreference
qa12 conjunction
qa13 compound-coreference
qa14 time-reasoning
qa15 basic-deduction
qa16 basic-induction
qa17 positional-reasoning
qa18 size-reasoning
qa19 path-finding
qa20 agents-motivations

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