Science is a core part of what we do. Can you make a bot which can understand science?
Given a question and 4 possible answers, of which exactly one is correct, build a bot to choose the correct option.
The bot should find out the correct answer to the questions in test.csv, on which it will be evaluated.
Like any other competition, it is acceptable to use pre-trained models/external open sources of data.
| Column | Explanations | Type |
|---|---|---|
| id | Question ID | integer |
| question | The question | text |
| correctAnswer | The correct answer, one of (A, B, C or D) | category |
| answerA | Option A | text |
| answerB | Option B | text |
| answerC | Option C | text |
| answerD | Option D | text |
train.csv contains the training data, with all of the above columns.
test.csv contains all of the above columns except correctAnswer. Predict the correct answer to the questions present and submit.
Finally, sample_submission.csv contains the sample submission format.
- The submitted (.csv) file will contain 2 columns,
idandcorrectAnswer. Example present insample_submission.csv - Submit a
Readmefile to explain in detail your assumptions and thinking. Why did you choose to solve problem the way you did. - Submit all your code (with detailed documentation) and required libraries. Instructions how to run your code.
- We would really suggest you to solve problem by giving your best shot in thinking from NLP fundamentals.