NLP Research Analyzer

Automated academic document parsing & synthesis

NLP / Research

Technologies Used

Python

Transformers

PyPDF2

LangChain

Ollama

NLP Research Analyzer

A parsing ecosystem that extracts mathematical equations, key methodologies, and core conclusions from complex machine learning and natural language processing research papers.

✨Features

Custom regex-backed structural PDF parser extracting layouts without breaking logical reading order
Automated abstract tokenizing and citation extraction pipelines mapping conceptual research trends
Local model integration (Ollama) enabling completely private, offline paper synthesis and queries
Comparative grid output contrasting methodologies between older and newer parsed manuscripts