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A Textbook or ChatGPT: Which Helps Novice Programmers Most With Unknown Terms?

Published on Nov 06, 20246 Views

Session 2: Lexicography and Language Technologies

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Chapter list

A Textbook or ChatGPT: Which Helps Novice Programmers Most with Unknown Terms?00:00
Outline00:57
Meta-lexicographic studies01:40
Meta-lexicographic studies02:41
Meta-lexicographic studies03:30
Meta-lexicographic studies04:15
User studies of LLMs for lexicographic tasks04:53
Studies with users querying LLMs directly06:11
The research gap07:58
Focus and aim08:40
Caveat09:02
The challenge of learning to programme for L2 English users09:37
Research questions10:16
Method10:43
Participants and context10:47
Task design12:12
Explanation sources: textbook12:57
Example textbook explanation13:24
Explanation sources: ChatGPT13:35
Example ChatGPT explanation14:15
Procedure: Multiple-choice reception task14:30
Procedure: Multiple-choice reception task15:11
Procedure: Multiple-choice reception task15:32
Procedure: Interview15:42
Results and discussion16:14
Preliminaries16:18
RQ1: success16:53
RQ1: success17:16
RQ2: time18:04
RQ2: time18:36
Interviews: common concerns19:23
Interviews: the linguistic challenge of programming20:25
In summary…20:44
Limitations21:14
Thank you!23:22