Information Retrieval Systems NLP Tools
Core implementations of document retrieval, ranking, and indexing systems using techniques like TF-IDF, BM25, cosine similarity, and inverted indexes. Includes search engine architectures and query-document matching. Does NOT include question-answering systems, dense retrieval with neural embeddings as primary focus, or domain-specific applications like resume matching or fake news detection.
There are 15 information retrieval systems tools tracked. The highest-rated is williamscott701/Information-Retrieval at 43/100 with 133 stars.
Get all 15 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=information-retrieval-systems&limit=20"
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| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
williamscott701/Information-Retrieval
Information Retrieval algorithms developed in python. To follow the blog... |
|
Emerging |
| 2 |
microsoft/SimXNS
SimXNS is a research project for information retrieval. This repo contains... |
|
Emerging |
| 3 |
ronaldseoh/cs276
Me working on "CS276: Information Retrieval and Web Search" |
|
Emerging |
| 4 |
lingmod-tue/FLAIR
FLAIR is an online information retrieval & question generation tool for... |
|
Experimental |
| 5 |
park1997/Industrial_systems_Engineering_PJ_Cloud
나홀로 소송을 준비하는 일반인을 위한 법률 정보 시스템 구축 |
|
Experimental |
| 6 |
aifenaike/Semantic_Search_and_Retrieval
A Query-Document pair ranking system using GloVe embeddings and RankCosine. |
|
Experimental |
| 7 |
danakianfar/information_retrieval_1
Information Retrieval Course 2017 - MSc Artificial Intelligence @ UvA |
|
Experimental |
| 8 |
screddy1313/boolean-query-retrieval
In this project we will be building boolean query retrieval model using... |
|
Experimental |
| 9 |
dyneth02/IRWA-Labs
A specialized toolkit for Information Retrieval and Web Analytics. This rep... |
|
Experimental |
| 10 |
AlessioMongelluzzo/FISinFIS_Apriori_Python
Python implementation of FISinFIS Apriori algorithm for PAR and NAR mining... |
|
Experimental |
| 11 |
moritztng/hedgy
Search engine for the Lex Fridman Podcast :microphone: |
|
Experimental |
| 12 |
tskatia/Historical_News_Question_Answering
A multi-stage Information Retrieval system for historical newspapers... |
|
Experimental |
| 13 |
hailiang-wang/text-error-correction
Text Query Rewrite |
|
Experimental |
| 14 |
kenares/NLP-Information-Retrieval
compilation of notebooks |
|
Experimental |
| 15 |
zamirmehdi/Information-Retrieval-Project
A three-phase Persian news search engine to retrieve text documents in... |
|
Experimental |