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Datasets/DialoGLUE

DialoGLUE

Texts

DialoGLUE is a natural language understanding benchmark for task-oriented dialogue designed to encourage dialogue research in representation-based transfer, domain adaptation, and sample-efficient task learning. It consisting of 7 task-oriented dialogue datasets covering 4 distinct natural language understanding tasks.

Source: DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue

Related Benchmarks

DialoGLUE fewshot/Natural Language Understanding/AverageDialoGLUE fewshot/Natural Language Understanding/Banking77 (Acc)DialoGLUE fewshot/Natural Language Understanding/CLINC150 (Acc)DialoGLUE fewshot/Natural Language Understanding/DSTC8 (F-1)DialoGLUE fewshot/Natural Language Understanding/HWU64 (Acc)DialoGLUE fewshot/Natural Language Understanding/MultiWOZ (Joint Goal Acc)DialoGLUE fewshot/Natural Language Understanding/Restaurant8k (F-1)DialoGLUE fewshot/Natural Language Understanding/TOP (EM)DialoGLUE full/Natural Language Understanding/AverageDialoGLUE full/Natural Language Understanding/Banking77 (Acc)DialoGLUE full/Natural Language Understanding/CLINC150 (Acc)DialoGLUE full/Natural Language Understanding/DSTC8 (F-1)DialoGLUE full/Natural Language Understanding/HWU64 (Acc)DialoGLUE full/Natural Language Understanding/MultiWOZ (Joint Goal Acc)DialoGLUE full/Natural Language Understanding/Restaurant8k (F-1)DialoGLUE full/Natural Language Understanding/TOP (EM)

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Tasks

Active LearningDialogue ManagementNatural Language Understanding