legalbert

Reproducible Legal NER pipeline using RoBERTa, LegalBERT, linguistic features, and back-translation. Implements data preparation, spaCy training configs, and evaluation on the InLegalNER corpus with 14 fine-grained entity types.

AI contract analysis platform: clause extraction, risk scoring, obligation tracking, redline suggestions and compliance checking for Brazilian law (CLT, LGPD, CC) using fine-tuned LegalBERT

A Graph-Augmented Retrieval Framework for Indian Legal Judgments using Structure-Aware Chunking, Region-Aware Metadata Extraction, Bipartite Citation Graphs, and Hybrid Dense-Graph Ranking.

This web app is part of a research project to identify and address biases in the LegalBERT model for classifying legislative bills. Using explainability techniques, we aim to make model predictions transparent, revealing inherent biases and refining the model to be more human-aligned and fair for diverse communities.

End-to-end NLP pipeline that fine-tunes LegalBERT to extract key clauses (parties, dates, governing law, anti-assignment, renewal terms) from legal contracts. Includes data engineering, training, evaluation, a FastAPI + Docker service, and tests.

Analyse de Texte Juridique 📜 : Comparaison des modèles NLP pour la classification de textes de procédures judiciaires indiennes 🏛️. Inclut l'entraînement 🏋️‍♂️, l'évaluation 📊 et l'analyse d'erreurs 🕵️‍♂️. Utilise LegalBERT ⚖️, DistilBERT 🧪 et Roberta 🤖.

AI-powered system for predicting appeal case outcomes using LegalBERT and generating legal briefs with GPT-4o-mini

Explainable Legal NLP system for predicting court case outcomes using LegalBERT, knowledge distillation, and long-document processing.

AI-powered Legal Research Platform — RAG pipeline for Indian case law with semantic search, streaming Q&A, NER, analytics, and citation explorer. Final Year Major Project.

legalbert case classifier (training and training output)

Clause-level contract risk scoring with automatic rewriting — LegalBERT + RAG (ChromaDB) + Mistral-7B, runs on 4GB VRAM

AI-powered legal document analysis. Upload PDFs, get keyword extraction (LegalBERT), plain-English definitions, Indian case law mapping, paragraph importance scoring, highlighted PDFs, and a RAG chatbot. Built with FastAPI, Groq LLM, FAISS, and PyMuPDF.

Full-stack legal contract analyzer using React, Flask, OCR, and NLP to extract clauses, detect risks, and identify missing terms.