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commonlit-readability-prize's Introduction

CommonLit-Readability-Prize:

The goal of the CommonLit Readability Prize (CLRP) is to predict the reading difficulty of the given text.

About the contest:

The goal of the CLRP is to predict the reading difficulty of the given text.

The main columns are : -

Unique ID : Unique ID for each excerpt.
Excerpt : A piece of content(about 700 characters long) from several educational materials.
Target Score : Difficulty score for each excerpt rated by high school teachers.

My Kaggle notebooks:

Data Cleaning: CLRP - https://www.kaggle.com/ananduk1993/clrp-data-clean-excerpt-stats

Feature Engineering+Baseline Prediction: https://www.kaggle.com/ananduk1993/clrp-feature-engineering-baseline-prediction

Fine-tuning Roberta: https://www.kaggle.com/ananduk1993/cl-roberta-large-lightgbm-better-finetune

Ensemble top Models: https://www.kaggle.com/ananduk1993/ensemble-top-models

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