SubmissionNumber#=%=#185
FinalPaperTitle#=%=#DaVinci at SemEval-2024 Task 9: Few-shot prompting GPT-3.5 for Unconventional Reasoning
ShortPaperTitle#=%=#
NumberOfPages#=%=#5
CopyrightSigned#=%=#Suyash Vardhan Mathur
JobTitle#==#
Organization#==#IIIT Hyderabad, Gachibowli, Hyderabad, Telangana, India
Abstract#==#While significant work has been done in the field of NLP on vertical thinking, which involves primarily logical thinking, little work has been done towards lateral thinking, which involves looking at problems from an unconventional perspective defying existing conceptions and notions. Towards this direction, SemEval 2024 introduces the task of BRAINTEASER, which involves two types of questions -- Sentence Puzzle and Word Puzzle that defy conventional common-sense reasoning and constraints. In this paper, we tackle both the questions using few-shot prompting on GPT-3.5 and gain insights regarding the difference in the nature of the two types of questions. Our prompting strategy placed us 26th on the leaderboard for the Sentence Puzzle and 15th on the Word Puzzle task.
Author{1}{Firstname}#=%=#Suyash Vardhan
Author{1}{Lastname}#=%=#Mathur
Author{1}{Username}#=%=#suyash.mathur
Author{1}{Email}#=%=#suyash.mathur@research.iiit.ac.in
Author{1}{Affiliation}#=%=#IIIT Hyderabad
Author{2}{Firstname}#=%=#Akshett Rai
Author{2}{Lastname}#=%=#Jindal
Author{2}{Username}#=%=#akshettrj
Author{2}{Email}#=%=#jindalakshett@gmail.com
Author{2}{Affiliation}#=%=#International Institute of Information Technology, Hyderabad
Author{3}{Firstname}#=%=#Manish
Author{3}{Lastname}#=%=#Shrivastava
Author{3}{Username}#=%=#manshri
Author{3}{Email}#=%=#m.shrivastava@iiit.ac.in
Author{3}{Affiliation}#=%=#International Institute of Information Technology Hyderabad

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