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+ ---
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+ license: apache-2.0
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+ task_categories:
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+ - table-question-answering
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+ language:
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+ - en
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+ - zh
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+ ---
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+
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+ Employ mmlu (cmmlu) questions as initial seeds to retrieve related articles from multiple training data corpora such as Chinese CommonCrawl, WeChat, and Faclon. These selected articles will be utilized as a training set for mmlu. The goal is to determine whether this training set can improve the relevant mmlu performance metrics.
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+ For emb_recall: We use sentence-transformers to generate embeddings and apply a filter for those with a cosine distance greater than 0.95. The content is mainly focused on knowledge concepts associated with mmlu.
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+ For keyword_recall: We conduct searches for phrases like 'A B C answer' using ElasticSearch, aligning with the structure of mmlu's distinctive multiple-choice questions.