Talking Back -- human input and explanations to interactive AI systems
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arXiv
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| Hauptverfasser: | , , , , |
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| Format: | Preprint |
| Veröffentlicht: |
2025
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| _version_ | 1866913722126041088 |
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| author | Dix, Alan Turchi, Tommaso Wilson, Ben Monreale, Anna Roach, Matt |
| author_facet | Dix, Alan Turchi, Tommaso Wilson, Ben Monreale, Anna Roach, Matt |
| contents | While XAI focuses on providing AI explanations to humans, can the reverse - humans explaining their judgments to AI - foster richer, synergistic human-AI systems? This paper explores various forms of human inputs to AI and examines how human explanations can guide machine learning models toward automated judgments and explanations that align more closely with human concepts. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2503_04343 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Talking Back -- human input and explanations to interactive AI systems Dix, Alan Turchi, Tommaso Wilson, Ben Monreale, Anna Roach, Matt Computers and Society Artificial Intelligence Human-Computer Interaction I.2 While XAI focuses on providing AI explanations to humans, can the reverse - humans explaining their judgments to AI - foster richer, synergistic human-AI systems? This paper explores various forms of human inputs to AI and examines how human explanations can guide machine learning models toward automated judgments and explanations that align more closely with human concepts. |
| title | Talking Back -- human input and explanations to interactive AI systems |
| topic | Computers and Society Artificial Intelligence Human-Computer Interaction I.2 |
| url | https://arxiv.org/abs/2503.04343 |