Requirement for assessing and calibrating the trust relationship in human-AI Not be detected by humans above chance performance in this binaryĬlassification task are passing the test. Generated by a human or by an XAI method.

A human interrogator is asked to judge whether an explanation was

Metric for XAI methods based on Turing's imitation game, a Turing Test for Machine generated from human explanations. Transparent AI methods has to consider the ability of humans to distinguish ThisĮffect challenges the very goal of XAI and implies that responsible usage of Experimental evidence suggests that this effect can beĪttributed to how intuitive, or human, an AI or explanation appears. Shows that explanations can have the opposite effect: When presentingĮxplanations of ML predictions humans often tend to trust ML predictions even Identify wrong predictions more efficiently. Predictions of machine learning (ML) models, for instance by enabling humans to In transparent AI systems is that explanations help to better assess Trust relationship in human-AI interaction. O元911367W Page_number_confidence 93.10 Pages 234 Partner Innodata Pdf_module_version 0.0.18 Ppi 360 Rcs_key 24143 Republisher_date 20220722011708 Republisher_operator Republisher_time 478 Scandate 20220718025656 Scanner Scanningcenter cebu Scribe3_search_catalog isbn Scribe3_search_id 0893919268 Sent_to_scribe Tts_version 5.Download a PDF of the paper titled A Turing Test for Transparency, by Felix Biessmann and Viktor Treu Download PDF Abstract: A central goal of explainable artificial intelligence (XAI) is to improve the Urn:lcp:turingtestframep0000croc:epub:c3dc6892-fea7-4ce5-b7ef-c02897b5fd99 Foldoutcount 0 Identifier turingtestframep0000croc Identifier-ark ark:/13960/s2ngkkkjs0j Invoice 1652 Isbn 0893919268ġ567500307 Lccn 93009050 Ocr tesseract 5.1.0-1-ge935 Ocr_detected_lang en Ocr_detected_lang_conf 1.0000 Ocr_detected_script Latin Ocr_detected_script_conf 0.9800 Ocr_module_version 0.0.16 Ocr_parameters -l eng Old_pallet IA-NS-0001294 Openlibrary_edition Access-restricted-item true Addeddate 21:01:31 Autocrop_version 0.0.14_books-20220331-0.2 Boxid IA40605213 Camera Sony Alpha-A6300 (Control) Collection_set printdisabled External-identifier

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