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Datasets/lm evaluation library #724
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…hnSnowLabs/langtest into dataset-lm-evaluation-library
ArshaanNazir
approved these changes
Aug 31, 2023
@RakshitKhajuria @Prikshit7766 have you prepared any NB for it. Give link to NB in PR description with some screenshots of generated results. |
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Description
This PR aims at adding Benchmark Datasets For QA task
Datasets Added:
LogiQA - A Benchmark Dataset for Machine Reading Comprehension with Logical Reasoning.
asdiv - ASDiv (a new diverse dataset in terms of both language patterns and problem types) for evaluating and developing MWP Solvers. It contains 2305 english Math Word Problems (MWPs), and is published in this paper "A Diverse Corpus for Evaluating and Developing English Math Word Problem Solvers".
Google/Bigbench - The Beyond the Imitation Game Benchmark (BIG-bench) is a collaborative benchmark intended to probe large language models and extrapolate their future capabilities. Tasks included in BIG-bench are summarized by keyword here, and by task name here
➤ Fixes: Explore lm evaluation library for good datasets #556
➤ Notebook Links:
Type of change
Please delete options that are not relevant.
Usage
Checklist:
pydantic
for typing when/where necessary.Screenshots (if appropriate):
LogiQA
ASDiv
BigBench