Improve dataset card and add metadata
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nielsr
HF Staff
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README.md
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license:
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## 概要
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- [Alice in Wonderland: Simple Tasks Showing Complete Reasoning Breakdown in State-Of-the-Art Large Language Models](https://arxiv.org/pdf/2406.02061)
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- [公式リポジトリ](https://github.com/LAION-AI/AIW?tab=readme-ov-file)の[prompts.json](https://github.com/LAION-AI/AIW/tree/main/prompts)を元に和訳しました。
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- DeepLを用いて全件和訳しました。
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- 和訳後に目視確認を行い、翻訳の過程で問題が成立しなくなる事例を確認したため、手作業で修正しました。
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- 例:1つの文中でbrotherを「弟」と訳す事例と「兄」と訳す事例が混在していました。
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- 他に問題として成立しなくなる事例が確認された際はフォーラムで共有いただけると幸いです。
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license: apache-2.0
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task_categories:
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- question-answering
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tags:
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- reasoning
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- llm
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- benchmark
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This dataset accompanies the paper [Alice in Wonderland: Simple Tasks Showing Complete Reasoning Breakdown in State-Of-the-Art Large Language Models](https://huggingface.co/papers/2406.02061). It contains data demonstrating reasoning failures in state-of-the-art Large Language Models (LLMs) on simple common-sense problems.
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The dataset includes prompts and model responses, allowing researchers to analyze the limitations of current LLMs in reasoning tasks.
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**Data Details:** The dataset consists of prompts designed to expose weaknesses in reasoning capabilities. The responses from various LLMs are included, illustrating the models' performance and confidence levels.
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**Code and Data:** The code for reproducing the experiments and the raw experimental data can be found at [https://github.com/LAION-AI/AIW](https://github.com/LAION-AI/AIW).
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