A top machine learning conference, the ICML, is the latest organization to ban the use of ChatGPT. It follows similar bans from coding site Stack Overflow and New York City’s Department of Education.
In each case, there are different fears about the harmful effects of AI-generated text. One of the most common is that the output of these systems is simply unreliable. These AI tools are vast autocomplete systems, trained to predict which word follows the next in any given sentence. As such, they have no hard-coded database of “facts” to draw on — just the ability to write plausible-sounding statements.
“There is a clear unconscious bias when evaluating papers in peer review to prefer more fluent ones, and this works in favor of native speakers,” says Goldberg. “By using tools like ChatGPT to help phrase their ideas, it seems that many non-native speakers believe they can ‘level the playing field’ around these issues.” Such tools may be able to help researchers save time, said Goldberg, as well as better communicate with their peers.
“I see LLMs as quite distinct from something like auto-correct or Grammarly, which are corrective and educational tools,” said Raji. “Although it can be used for this purpose, LLMs are not explicitly designed to adjust the structure and language of text that is already written — it has other more problematic capabilities as well, such as the generation of novel text and spam.
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