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Implementation of Probabilistic Retrieval Query expansion and Relevance Model based Language Modelling aimed at improving the precision of results using pseudo-relevance feedback in Information Retrieval.

Python 95.75% Makefile 4.25%
pseudo-relevance-feedback probabilistic-retrieval query-expansion relevance-feedback language-model robertson lavrenko-and-croft dirichlet-smoothing information-retrieval bm25

ir-pseudo-relevance-feedback's Introduction

Hola! I'm Subhalingam... 👋

Website Twitter Linkedin Github Badge

I currently work as a Data Scientist at KnowDis Data Science where I apply NLP techniques in the e-commerce search pipeline (e.g., product categorization, query segmentation, etc.). I earned my B.Tech. degree in Mathematics and Computing from the Indian Institute of Technology, Delhi (IIT Delhi). Previously, I have worked as a Software Engineering Intern at Samsung R&D Institute in Summer '21. Besides programming, I have an immense interest in teaching and I love watching football, watching movies, listening to music & reading books.


I   Interested in the broad areas of Natural Language Processing (NLP) and Information Retrieval (IR)
R   Specific research interests: Multilingual NLP, Machine Translation, Question Answering, NLP for Social Good
B   Brainstorm with me over tech, football, movies, music and books
E   Know about my experiences: Resume


My Works

Natural Language Processing (NLP) / Information Retrieval (IR) / Machine Learning (ML):

data-iitd/TechTrack btp-hate-speech-profiling nlp-chaii-multilingual-qa nlp-contextual-word-meaning-comparision nlp-tweet-sentiment nlp-written2spoken cb3101/bankruptcy_prediction multimodal-meme-classification movie-finder ANFIS-diabetes-prediction dealing-with-fake-content ir-pseudo-relevance-feedback ir-vsm

Software Development (DSA stuff):

py-differentiate os-assignments graphs jobs-scheduler hashing consumer-producer cfiles

Web Development:

mathsociitd/website ashugupta249/sac_website EDCIITD/Entrepreneurship-Portal-IITDelhi sportal


Ask me anything here

Waka Stats

Code Time

Lines of code

I'm an Early 🐤

🌞 Morning                443 commits         ████░░░░░░░░░░░░░░░░░░░░░   14.14 % 
🌆 Daytime                1253 commits        ██████████░░░░░░░░░░░░░░░   39.98 % 
🌃 Evening                1357 commits        ███████████░░░░░░░░░░░░░░   43.30 % 
🌙 Night                  81 commits          █░░░░░░░░░░░░░░░░░░░░░░░░   02.58 %

📅 I'm Most Productive on Saturday

Monday                   483 commits         ████░░░░░░░░░░░░░░░░░░░░░   15.41 % 
Tuesday                  460 commits         ████░░░░░░░░░░░░░░░░░░░░░   14.68 % 
Wednesday                294 commits         ██░░░░░░░░░░░░░░░░░░░░░░░   09.38 % 
Thursday                 344 commits         ███░░░░░░░░░░░░░░░░░░░░░░   10.98 % 
Friday                   375 commits         ███░░░░░░░░░░░░░░░░░░░░░░   11.97 % 
Saturday                 686 commits         █████░░░░░░░░░░░░░░░░░░░░   21.89 % 
Sunday                   492 commits         ████░░░░░░░░░░░░░░░░░░░░░   15.70 %

📊 This Week I Spent My Time On

🕑︎ Time Zone: Asia/Kolkata

💬 Programming Languages: 
Other                    2 mins              █████████████████████░░░░   83.10 % 
CSV                      0 secs              ███░░░░░░░░░░░░░░░░░░░░░░   12.08 % 
INI                      0 secs              █░░░░░░░░░░░░░░░░░░░░░░░░   02.16 % 
TeX                      0 secs              ░░░░░░░░░░░░░░░░░░░░░░░░░   01.38 % 
Python                   0 secs              ░░░░░░░░░░░░░░░░░░░░░░░░░   00.92 % 

🔥 Editors: 
VS Code                  3 mins              █████████████████████████   100.00 % 

💻 Operating System: 
Mac                      3 mins              █████████████████████████   100.00 %

I Mostly Code in Python

Python                   14 repos            ██████░░░░░░░░░░░░░░░░░░░   22.58 % 
Jupyter Notebook         14 repos            ██████░░░░░░░░░░░░░░░░░░░   22.58 % 
TeX                      10 repos            ████░░░░░░░░░░░░░░░░░░░░░   16.13 % 
HTML                     7 repos             ███░░░░░░░░░░░░░░░░░░░░░░   11.29 % 
CSS                      1 repo              ░░░░░░░░░░░░░░░░░░░░░░░░░   01.61 %

Timeline

Lines of Code chart

Last Updated on 31/05/2024 18:44:58 UTC

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