Explainable AI/Communication

Contributors:

Reading list

survey/review/perspective paper book/book chapter Encyclopedia

Required - Explainable Artificial Intelligence (XAI)

Required - Pragmatics and Discourse

Required - Rational Speech Act

Optional - Communication

Optional - Pedagogy

Optional - Pragmatics

Optional - Implicature, Metaphpor, and Humor

Optional - Rational Speech Act

Optional - Explainable Artificial Intelligence (XAI)

Essay

In this lecture, we discussed XAI as a communication process. Given the materials in the lecture and the reading list, discuss

  1. The major challenges to be resolved in future XAI research;
  2. Possible ways to resolve these challenges. You can start by identifying essential components in the communicative XAI framework and analyze the limitation beared by every components. Be bold when proposing possible solutions but try to be specific. Your tentative approaches will be more convincing if you include appropriate settings to verify your thoughts.
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