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cosql.md

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                        <h2>What is CoSQL?</h2>
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-<!-- 	            <div class="left"> <p style="color:red;">July 15th, 2024: <a href="https://spider2-v.github.io/"><i>Spider 2.0-vision (Benchmarking Multimodal Agents on Automating Data Science and Engineering Workflows)</i></a> is out! Spider 2.0-SQL (much more realistic and challenging than Spider 1.0!) will be released in August.</p> -->
+	            <div class="left"> <p style="color:red;">July 15th, 2024: <a href="https://spider2-v.github.io/"><i>Spider 2.0-vision (Benchmarking Multimodal Agents on Automating Data Science and Engineering Workflows)</i></a> is out! Spider 2.0-SQL (much more realistic and challenging than Spider 1.0!) will be released in August.</p>
                     <div class="left"><b><i>CoSQL</i></b> is a corpus for building cross-domain <b>Co</b>nversational text-to-<b>SQL</b> systems. It is the dialogue version of the <a href="https://yale-lily.github.io/spider"><b><i>Spider</i></b></a> and <a href="https://yale-lily.github.io/sparc"><b><i>SParC</i></b></a> tasks. CoSQL consists of 30k+ turns plus 10k+ annotated SQL queries, obtained from a <a href="https://en.wikipedia.org/wiki/Wizard_of_Oz_experiment">Wizard-of-Oz</a> collection of 3k dialogues querying 200 complex databases spanning 138 domains. Each dialogue simulates a real-world DB query scenario with a crowd worker as a user exploring the database and a SQL expert retrieving answers with SQL, clarifying ambiguous questions, or otherwise informing of unanswerable questions.
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                     <a class="btn actionBtn2" href="https://www.xlang.ai/"> XLANG Lab for Building LLM/VLM Agents</a>