Summarizing my findings on Query Expansion using Generative AI by evaluating and comparing the results of different query expansion methods.
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Aug 17, 2024 - Python
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query-expansion
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Code pertaining to the paper: "Reducing Bias in Online Datasets"
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Sep 14, 2018 - Python
This project implements a financial research assistant tool that extracts insights from a PDF Report by generating augmented queries and performing semantic document search.
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Mar 10, 2025 - Python
This project implements a Document Retrieval System that integrates GPT-3.5-turbo for query expansion and answer generation. It fetches and ranks documents based on user queries, leveraging MongoDB for document storage, Redis for caching, and web scraping to keep documents updated. The system is designed to provide fast and accurate search results
nlp docker redis web-scraping beautifulsoup tf-idf cosine-similarity query-expansion document-retrieval mongodb-atlas fastapi document-ranking news-scraping streamlit openai-api
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Sep 28, 2024 - Python
Query Expansion & Re-Ranking for Biomedical Information Retrieval
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Jul 25, 2025 - Python
Evaluating performance of BM25, Rocchio Model and Pseudo feedback algorithms for document retrieval
search-engine tf-idf bm25 query-expansion ranking-algorithm rocchio-algorithm pseudo-relevance-feedback query-likelihood
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Mar 16, 2025 - Python
Advanced DB Project 1
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Jun 27, 2023 - Python
Document summarisation and query expansion
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Sep 28, 2021 - Python
Naver AI Hackathon 2018 : Image Retrieval Challenge
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Oct 4, 2019 - Python
TTDS 2022/23. Course page: https://www.inf.ed.ac.uk/teaching/courses/tts/
python search-engine information-retrieval big-data text-processing query-expansion ranked-retrieval
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Nov 11, 2022 - Python
A python program for indexing documents and querying them with expansion over Elasticsearch engine
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Apr 20, 2023 - Python
Multi-stage Retrieval using SPLADE or RM3 and T5.
search api search-engine flask machine-learning information-retrieval transformers ranking query-expansion zero-shot-learning reranking pyterrier
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Apr 24, 2023 - Python
Search engine specifically targeted to Olympics
search-engine crawler clustering-algorithm query-expansion search-engine-algorithm rocchio-algorithm hits-algorithm
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Apr 2, 2021 - Python
LLM-based Listwise Reranker for Retrieval-Augmented Generation (RAG) over GitHub code repositories. Includes advanced retrieval, reranking, summarization, and evaluation with Recall@K.
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Apr 19, 2025 - Python
A basic search engine to index a corpus for searching and rank the document data set.
python search search-engine query oop indexing index inverted-index tf-idf oop-principles query-expansion ranking-algorithm oops-in-python corpus-processing
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Mar 14, 2023 - Python
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.
information-retrieval language-model bm25 query-expansion reranking relevance-feedback probabilistic-retrieval pseudo-relevance-feedback dirichlet-smoothing robertson document-reranking lavrenko-and-croft col764
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Nov 17, 2020 - Python
SIR is a sense-enhanced Information Retrieval system for multiple languages (EMNLP2021).
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Dec 3, 2021 - Python
A search engine built to retrieve geographical information of any country.
search-engine information-retrieval google clustering crawling countries pagerank-algorithm indexing user-interface search-engines apache-solr query-expansion hierarchical-clustering search-engine-algorithm k-means-clustering agglomerative-clustering nations rocchio-algorithm hits-algorithm apache-nutch
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May 10, 2020 - Python
Query Expansion via thesaurus
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Apr 16, 2019 - Python
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