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+ datasets:
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+ - squad
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+ - newsqa
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+ - hotpot_qa
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+ - biu-nlp/qamr
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+ - search_qa
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+ - natural_questions
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+ - trivia_qa
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+ - duorc
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+ language:
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+ - en
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+ metrics:
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+ - squad
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+ ---
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+
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+ # Model Card for Model ID
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+
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+ <!-- Provide a quick summary of what the model is/does. -->
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+
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+ Checkpoint of MetaQA trained only on extractive QA datasets from MetaQA: Combining Expert Agents for Multi-Skill Question Answering (https://arxiv.org/abs/2112.01922)
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+
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+ ## Evaluation Results
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+ ```
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+ {
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+ "SQuAD": {
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+ "exact_match": 86.73139158576052,
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+ "f1": 92.65156746563402
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+ },
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+ "NewsQA": {
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+ "exact_match": 55.84045584045584,
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+ "f1": 71.73547617592037
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+ },
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+ "HotpotQA": {
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+ "exact_match": 64.8135593220339,
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+ "f1": 79.61023604916922
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+ },
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+ "SearchQA": {
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+ "exact_match": 75.04122497055359,
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+ "f1": 81.37280639135817
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+ },
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+ "NaturalQuestionsShort": {
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+ "exact_match": 69.50763477718915,
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+ "f1": 81.30374741690376
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+ },
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+ "TriviaQA-web": {
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+ "exact_match": 77.18396711202466,
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+ "f1": 81.52989853015538
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+ },
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+ "QAMR": {
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+ "exact_match": 72.07531203723292,
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+ "f1": 83.9068616637681
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+ },
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+ "DuoRC": {
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+ "exact_match": 39.35626573106552,
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+ "f1": 51.033295034422466
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+ }
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+ }
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+ ```