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add "Data Distribution Bottlenecks in Grounding Language Models to Knowledge Bases" #208

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merged 4 commits into from
Feb 5, 2024

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DavidBlavid
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Relevant issue: #186
Paper: https://arxiv.org/pdf/2309.08345.pdf

New entries were added to GrailQA (all three), GraphQuestions and systems and are based on Table 4, and 5 of the paper.
Table 6 was disregarded because we have no SimpleQuestions-Balance dataset and Table 8 because these values seem too low compared to the existing ones. Please double check for Table 8.

add result for GPT-3.5-turbo (5-shot)
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In the table for GrailQA-compositional generalisation, GPT-3.5-turbo (5-shot) is missing (60.5 EM and 66.3 F1), it's added now

add GPT-3.5-turbo (5-shot) result
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added result for GPT-3.5-turbo (5-shot)

add result for GPT-3.5-turbo (5-shot)
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In the table for GrailQA-compositional generalisation, GPT-3.5-turbo (5-shot) is missing (60.5 EM and 66.3 F1)

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add resultt for GPT-3.5-turbo (5-shot)

@DavidBlavid
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Thanks for the revision @xixi019! All changes look correct

@xixi019 xixi019 merged commit 7524611 into KGQA:v2.0 Feb 5, 2024
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2 participants