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  # AlignScoreCS
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  A MultiTask multilingual model is developed to assess factual consistency in context-claim pairs across various Natural Language Understanding (NLU) tasks,
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- including Summarization, Question Answering (QA), Semantic Textual Similarity (STS), Paraphrase, Fact Verification (FV), and Natural Language Inference (NLI).
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- AlignScoreCS is fine-tuned on a vast multi-task dataset consisting of 7 million documents, encompassing these NLU tasks in both Czech and English languages.
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- Its multilingual pre-training enables its potential utilization in various other languages. The architecture is capable of processing tasks using regression,
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  binary classification, or ternary classification, although for evaluation purposes, we recommend employing the AlignScore function.
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  This work is influenced by its English counterpart [AlignScore: Evaluating Factual Consistency with a Unified Alignment Function](https://arxiv.org/abs/2305.16739).
 
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  # AlignScoreCS
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  A MultiTask multilingual model is developed to assess factual consistency in context-claim pairs across various Natural Language Understanding (NLU) tasks,
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+ including **Summarization**, **Question Answering (QA)**, **Semantic Textual Similarity (STS)**, **Paraphrase**, **Fact Verification (FV)**, and **Natural Language Inference (NLI)**.
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+ AlignScoreCS is fine-tuned on a vast multi-task dataset consisting of 7 million documents, encompassing these NLU tasks in both **Czech** and **English** languages.
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+ Its multilingual pre-training enables its potential utilization in **various other languages**. The architecture is capable of processing tasks using regression,
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  binary classification, or ternary classification, although for evaluation purposes, we recommend employing the AlignScore function.
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  This work is influenced by its English counterpart [AlignScore: Evaluating Factual Consistency with a Unified Alignment Function](https://arxiv.org/abs/2305.16739).