Document Retrieval System / Simple Text Retrieval System, for the Reuters-21578 dataset [SGM -> XML -> Text File]
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Updated
Aug 25, 2023 - Java
Document Retrieval System / Simple Text Retrieval System, for the Reuters-21578 dataset [SGM -> XML -> Text File]
Reuters 1987 Corpus Topic classification
🎙 HW4 of Intelligent Information Retrieval MSc Course ECE@UT
Learning NLP Through Data
Reuters-21578 Corpus is a collection of documents consisting of news articles which appeared on Reuters newswire in 1987. The corpus is available in NLTK package in Python. Topic Modelling has been conducted on this Reuters-21578 corpus of news documents using Latent Dirichlet Allocation (LDA). The obtained topics have been visualized using prop…
Boolean retrieval search engine with SPIMI indexing and BM25 ranking
This project is for the Helsinki University Interactive data visualization course
This Introduction to Deep Learning course project is about topic classification on the Reuters corpus. Tecs: python - jupyter notebook - deep learning - pytorch - huggingface - transformer - BERT
Github Repo for CSE 573 project : Document Clustering and 3D Visualization
This code is based on an unfinished paper of mine that uses a version of topological sorting and WordNet to perform extraction based summarization of a corpus.
Named Entity Recognition (NER) using Conditional Random Field (CRF) in Python
A C++ library for boolean search using a positional inverted index on Reuters-21578 dataset.
Java parser for the "Reuters-21578, Distribution 1.0" Text Categorization data set.
Reuters-21578 multi-class multi-label Classification with Keras
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