Update README.md
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README.md
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@@ -48,7 +48,7 @@ The second phase involved the following steps:
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- If the introduction contained **NSFW words**, the article was discarded.
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- If the introduction contained **equations**, the article was discarded.
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- If the introduction section was **empty**, the article was discarded.
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2. The filtered introductions were fed into a large language model to generate synthetic question and answer pairs.
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3. For each resulting row in the dataset (containing an introduction, question, and answer), the following operations were performed:
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- Unrelated contexts (introductions) were gathered from other rows to add false positive retrievals to the context.
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- These unrelated contexts were appended to a list.
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- If the introduction contained **NSFW words**, the article was discarded.
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- If the introduction contained **equations**, the article was discarded.
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- If the introduction section was **empty**, the article was discarded.
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2. The filtered introductions were fed into a large language model `(Gemma-2-27B-it)` to generate synthetic question and answer pairs.
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3. For each resulting row in the dataset (containing an introduction, question, and answer), the following operations were performed:
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- Unrelated contexts (introductions) were gathered from other rows to add false positive retrievals to the context.
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54 |
- These unrelated contexts were appended to a list.
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