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URL: https://github.com/topics/automatic-essay-scoring

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automatic-essay-scoring

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shubhpawar / Automated-Essay-Scoring

Automated Essay Scoring on The Hewlett Foundation dataset on Kaggle

machine-learning natural-language-processing linear-regression sklearn nltk ensemble-learning text-processing text-analytics ridge-regression cohens-kappa text-regression lasso-regression support-vector-regression gradient-boosting-regressor automatic-essay-scoring

Updated
Jupyter Notebook

JingyingHu / ChineseL2Writing-Surprisals

Materials and code for Hu and Cong (2025) - Modeling Chinese L2 Writing Development: The LLM-Surprisal Perspective

natural-language-processing chinese automatic-essay-scoring large-language-models natural-language-processing-understanding l2-writing-development

Updated
R

IsmaelMousa / automatic-essay-grading

Systematically train and benchmark Mistral, Qwen2.5, and SmolLM2 on essay grading across 39 experiments through data analysis and engineering, structured preprocessing, instruction tuning, postprocessing, and leakage aware evaluation for robust score and rationale generation

modeling evaluation transformers data-engineering data-analysis lora preprocessing postprocessing automatic-essay-scoring instruction-tuning supervised-finetuning flash-attention-2 mistral-7b unsloth qwen2-5 smollm2

Updated
Jupyter Notebook

akurizaldirv / essay-scoring-rabin-karp-synonym-recognition

Automatic Essay Scoring implements the Rabin-Karp Algorithm and Synonym Recognition

text-mining biology text-similarity grading scoring similarity text-processing essay synonym rabin-karp essayscoring rabin-karp-algorithm automatic-essay-scoring synonym-detection synonym-matching synonym-replacement essay-scoring

Updated
Python

PhyloStar / UniversalCEFRScoring

Exploring the idea of a generic, language agnostic, CEFR level classifier

neural-network universal-dependencies automatic-essay-scoring

Updated
Python

nikgorbachev / russian-l2-proficiency-scoring

Implementation of "Automated Essay Scoring for Russian as a Second Language: A Deep Ordinal Learning Approach" (Master's Thesis, UNIBO 2026).

nlp deep-learning aes transformer ordinal-regression russian-language automatic-essay-scoring xlm-roberta linguistic-complexity actfl

Updated
Jupyter Notebook

dinhieufam / Arabic_AES

[LREC 2026] Arabic Automatic Essay Scoring with Prompt Engineering

nlp automatic-essay-scoring llm

Updated
Python

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