Hackathon NLP Solutions NLP Tools

Winning or competition submissions from hackathons/competitions that apply NLP techniques to solve domain-specific problems (security, anomaly detection, duplicate identification, etc.). Does NOT include general-purpose NLP tools, libraries, or frameworks.

There are 26 hackathon nlp solutions tools tracked. The highest-rated is logpai/bughub at 31/100 with 123 stars.

Get all 26 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=hackathon-nlp-solutions&limit=20"

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# Tool Score Tier
1 logpai/bughub

A collection of free-text bug reports for duplicate issue identification

31
Emerging
2 shadmehr-salehi/AI-Hackathon-2023

Solution for Hackathon Problem Sets ( NLP )

25
Experimental
3 MinLee0210/Smart-Evaluation-Solution

A project for AngelHack competition - h4ckhcmc 2024

25
Experimental
4 chartes/masterHN-hackathons2026

Résultats de la semaine de compétitions et hackathons du master Humanités...

23
Experimental
5 knmlprz/BITEHack

2 miejsce na BITEHack 2022 w kategorii AI

23
Experimental
6 s1ri1337/SIH2K22

Our entry for NDRF's problem statement GS900 in the Smart India Hackathon...

19
Experimental
7 ssenichev/hacks-ai-BBBB

Решение кейса хакатона от ЦБ: задача предсказания кредитного рейтинга для...

17
Experimental
8 abdullahgulraiz/SeFiDeF

Use NLP to identify duplicates in DevOps security tool reports.

16
Experimental
9 whitedevil31/HackOdisha-2021

Our cool project to find duplicate project submissions on the Devfolio platform

16
Experimental
10 kdduha/hacks-ai-international2023-BBBB

Решение кейса хакатона от Promobot: автоматизация процесса обработки...

16
Experimental
11 ITU-GeoAI-Challenge/Location-Mention-Recognition-Solution-By-Team-Ingenuity-in-ITU-Challenge

An award winning Solution by Team-Ingenuity using Deep Machine Learning and...

16
Experimental
12 vivek7266/commitz

BUGZY - Automated machine learning model to predict if a git commit is a...

15
Experimental
13 Sinistro2025/debug-effort-estimator

🔍 Analyze software error logs to estimate debugging effort, helping...

14
Experimental
14 MUSTAFA-Hamzawy/BugWhiz

Graduation Project - Automatic Bug Triaging System

14
Experimental
15 Suesoficial/DeepSea-AI

🌊 Analyze environmental DNA sequences with DeepSea-AI to uncover...

14
Experimental
16 liamhbyrne/HackAI

1st Place at HackAI 22. Finding explanations for anomalies in travel demand....

14
Experimental
17 vruksheco/Hackatra_v1

An education hackathon to extend ekatra's capabilities, solving UN SDG4:...

13
Experimental
18 olha-kaminska/Int20h_Petitions

Project for "Int20h" Hackathon (Kyiv, Ukraine 2018). First place in "Data...

12
Experimental
19 rajat5ranjan/MH-uHack-Sentiments-2.0-Decode-Code-Words

Machine Learning Hackathon by MachineHack hosted by Ugam

12
Experimental
20 ompatel-24/Meal-Snap

1st Place at Western AI's Hackathon

11
Experimental
21 ACEL-RYKEN/AI_Log_Intelligence

AI Log Intelligence & Failure Prediction System is an end-to-end machine...

11
Experimental
22 2200033104/mongodb-log-anomaly-monitor

MongoDB Log Anomaly & Security Monitor is an AI-powered system that detects...

11
Experimental
23 Jxgadheesan/debug-effort-estimator

ML system that estimates debugging effort from software error logs using NLP...

11
Experimental
24 Manogyna-8/AIOps-Lite-Log-File-Anomaly-Detection

AIOps log anomaly detection system using Isolation Forest, TF-IDF and Flask...

11
Experimental
25 ArnabKumarRoy02/Log-Analysis

This project is our team effort as a part of the Dell Hack2Hire Hackathon...

11
Experimental
26 PE51K/ai-product-hack-2024

AI Product Hack 2024 repo: service for recognizing product “infomodels” and...

10
Experimental