RAG-Ex

✳️ RAG-Ex: Towards Generic Explainability

Choose from these examples

EN Example 1 EN Example 2 EN Example 3 EN Example 4 EN Example 5 DE Example 1 DE Example 2 DE Example 3 DE Example 4 DE Example 5

Note: This is a demo version of the tool with limited functionalities. For building the full version, please visit here.

Question

Explanation Granularity

ExplanationGranularity.WORD_LEVEL ExplanationGranularity.SENTENCE_LEVEL ExplanationGranularity.PARAGRAPH_LEVEL ExplanationGranularity.PHRASE_LEVEL

Explainer

generic_explainer

Upper

Middle

Lower

Model

flan-t5-xl flan-t5-xxl llama-2-7b-hf llama-2-13b-hf gpt-3.5-turbo

Perturber

leave_one_out random_word_perturber reorder_perturber antonym_perturber synonym_perturber entity_perturber

Comparator

sentence_transformers_based_comparator levenshtein_comparator jaro_winkler_comparator n_gram_comparator

System Response

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