Truth or Mirage? Towards End-to-End Factuality Evaluation with LLM-OASIS
Paper
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2411.19655
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Published
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20
Note LLM-Oasis_claim_extraction contains text-claim pairs extracted from Wikipedia pages.
Note LLM-Oasis_claim_verification contains the gold-standard dataset for verifying the veracity of individual claims against provided evidence from Wikipedia.
Note LLM-Oasis_unfactual_text_generation contains unfactual texts generated from a set of falsified claims extracted from a Wikipedia passage and its paraphrase.
Note LLM-Oasis_paraphrase_generation contains paraphrases generated from a set of claims extracted from Wikipedia texts.
Note LLM-Oasis_claim_falsification contains the outcomes of the claim falsification process. This dataset provides pairs of factual and falsified claims from a given Wikipedia text.