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# SemEval-2025 Task-3 — Mu-SHROOM, the Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes | ||
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[Description](#description) | [Data](#data) | [Models](#models) | [Results](#results) | | ||
[Leaderboard](#leaderboard) |[Contributors](#contributors) | ||
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[Description](#description) | [Data](#data) | [Models](#models) | [Results](#results) | [Leaderboard](#leaderboard) |[Contributors](#contributors) | ||
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In this repo, we provide our solution to solve [Mu-SHROOM, the Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes](https://helsinki-nlp.github.io/shroom/). | ||
In this repo, we provide our solution to solve | ||
[Mu-SHROOM, the Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes](https://helsinki-nlp.github.io/shroom/). | ||
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## Description | ||
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ARKHN aims to detect hallucination spans in the outputs of instruction-tuned LLMs in a multilingual context in Mu-SHROOM, which stands for “Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes”. | ||
ARKHN aims to detect hallucination spans in the outputs of instruction-tuned LLMs in a multilingual | ||
context in Mu-SHROOM, which stands for “Multilingual Shared-task on Hallucinations and Related | ||
Observable Overgeneration Mistakes”. | ||
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Evaluation metrics: | ||
- intersection-over-union of characters marked as hallucinations in the gold reference vs. predicted as such | ||
- how well the probability assigned by the participants’ system that a character is part of a hallucination correlates with the empirical probabilities observed in our annotators. | ||
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- intersection-over-union of characters marked as hallucinations in the gold reference vs. predicted | ||
as such | ||
- how well the probability assigned by the participants’ system that a character is part of a | ||
hallucination correlates with the empirical probabilities observed in our annotators. | ||
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## Data | ||
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## Models | ||
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## Results | ||
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## Leaderboard | ||
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## Contributors | ||
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