Dispensing with Humans in Human-Computer Interaction Research
Courtni Byun, Piper Vasicek, Kevin Seppi
Abstract
Machine Learning models have become more advanced than could have been supposed even a few years ago, often surpassing human performance on many tasks. Large language models (LLM) can produce text indistinguishable from human-produced text. This begs the question, how necessary are humans - even for tasks where humans appear indispensable?
Topics & Concepts
Computer scienceHuman–computer interactionArtificial intelligenceCognitive scienceNatural language processingData sciencePsychologyTopic ModelingSpeech and dialogue systemsNatural Language Processing Techniques