Sina Alinejad at SemEval-2024 Task 7: Numeral Prediction using gpt3.5
Sina Alinejad, Erfan Moosavi Monazzah · 2024
In this paper, we present our approach to the SemEval-2024 numeral reasoning task, which requires filling in a blank with a number based on a given sentence.We first attempted to predict the arithmetic operation needed to compute the correct answer and obtained some statistical insights from this process.We performed operation prediction in two ways: as a 9-class classification problem and as a set of binary classification problems for each operation.However, due to the low accuracy of this method, we switched to a zero-shot learning strategy that leverages natural language inference models to solve the task.