monsoon-nlp
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README.md
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# relive-qa
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Re-hosting questions from
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while we discuss ways to continue posting articles + Q&A using a semi-automated format.
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Suggestion: en.WikiNews.org
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##
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Citation:
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---
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# relive-qa
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Re-hosting questions from RealtimeQA
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while we discuss ways to continue posting articles + Q&A using a semi-automated format.
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Suggestion: en.WikiNews.org
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## Scraper version
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Prerequisites: `pip install openai lxml cssselector requests xmltodict` and OpenAI API key
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I've added two scripts:
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- scrape.py : base script to load plain text from the latest WikiNews articles
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- scrape_with_openai.py : pass scraped text to OpenAI's GPT-4o to generate questions and answers for each article
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An LLM evaluated on this Q&A could read the WikiNews summary, the links collected from the story, or do its own web searches.
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### Issues
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- Prompt needs review to avoid making answer choices which are obvious or more specific than alternative choices.
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- Questions and answers should be based on new information in the article, and not general knowledge.
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- Links and the title may give away the answer as the subject of the article, rather than using reading comprehension.
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- WikiNews articles may be niche or local stories, where facts are not known to an LLM unless it reads the specific article
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## Original paper and dataset
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https://github.com/realtimeqa/realtimeqa_public
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Citation:
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