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smart-mcq-bilstm
Harshit123443/smart-mcq-bilstm
smart-mcq-bilstm is a machine learning model from Harshit123443. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for keras.
A custom BiLSTM-based multiple-choice question answering model.
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At a glance
- Library
- keras
- Access
- Public
- Created
- Aug 15, 2026
- Updated
- Sep 8, 2026
- SHA
- 3275ace7
Model card
From the Hugging Face model README
Smart MCQ Solver - BiLSTM
A custom BiLSTM-based multiple-choice question answering model.
Task
Given:
- A question
- Five answer options (A-E)
the model produces a score for each option and ranks the top three.
Architecture
Question/Option ↓ TextVectorization ↓ Shared Embedding ↓ Shared BiLSTM ↓ Prompt / Option representations ↓ Comparison features ↓ Dense layers ↓ Option score
Model
- Architecture: BiLSTM
- Framework: TensorFlow/Keras
- Training: From scratch
- Task: Multiple-choice question answering
- Number of choices: 5
- Maximum sequence length: 128
- Evaluation metric: MAP@3
Performance
Kaggle MAP@3: 0.75644 Leaderboard Rank: 378
- Library
- keras
- Created
- Aug 15, 2026
- Updated
- Sep 8, 2026