AX-b (Broadcoverage Diagnostics)

GLUE基准测试附带手动设计的评估数据集，用于对各种语言现象的系统性能进行细粒度分析。
该数据集通过自然语言推理 (NLI) 问题评估句子理解。NLI任务非常适合我们的目的，因为它可以包含语言理解中涉及的大量技能，从解决句法歧义到高级推理，同时仍支持直接评估。

The GLUE benchmark comes with manually designed evaluation datasets for fine-grained analysis of model systematic performance across various linguistic phenomena. These datasets evaluate sentence understanding through Natural Language Inference (NLI) tasks. NLI tasks are highly suitable for our objectives, as they encompass a broad set of skills involved in language comprehension, ranging from resolving syntactic ambiguities to advanced reasoning, while still enabling direct evaluation.

搜集汇总

背景与挑战

背景概述

AX-b数据集是GLUE基准测试的组成部分，专注于自然语言推理任务，用于评估系统在语言理解各方面的性能。该数据集由多个知名研究机构联合发布，支持细粒度的语言分析。