List: Understanding Semantic Search | Curated by Kaushik Shakkari

Jan 14, 2025
10 stories
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Understanding Semantic Search
This series of articles explores semantic search concepts and techniques.
In
LMAO Learning Group
by
Kaushik Shakkari
Understanding Semantic Search — (Part 0: Introduction and types of semantic search applications)Semantic search has been increasingly popular in 2022 due to its ability to help businesses quickly and accurately find the information…
Dec 26, 2022
Dec 26, 2022
Kaushik Shakkari
Understanding Semantic Search— (Part 1: Introduction to Machine Reading Comprehension)Have you ever wondered how Google can give a granular answer to our question?
Jul 16, 2021
Jul 16, 2021
Kaushik Shakkari
Open Domain Question Answering Series — (Part 2: Machine Reading Comprehension at Scale)In the previous article, I introduced the Machine Reading Comprehension model using SQuAD Dataset, Language Models, and Transfer Learning…
Aug 10, 2021
Aug 10, 2021
Kaushik Shakkari
Open Domain Question Answering Series — (Part 3: Introduction to Knowledge Graphs for Question…Have you ever wondered how Google shows the “About” panel when you search for a person or a place?
Jan 10, 2022
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Jan 10, 2022
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Kaushik Shakkari
Open Domain Question Answering Series — (Part 4: Answer Quality Metrics - Evaluating the Reader…In the first article (part1 of the series), I introduced the Machine Reading Comprehension task. Machine Reading Comprehension is the task…
Jul 11, 2022
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Jul 11, 2022
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Kaushik Shakkari
Understanding Semantic Search — (Part 5: Ranking Metrics for Evaluating Question Answering Systems)This article explained the retriever and reader architecture used for extractive question-answering modeling. In short, for a given user…
Mar 15, 2023
Mar 15, 2023
Kaushik Shakkari
Open Domain Question Answering Series — (Part 6: Fine-Tuning Dense Retriever Models Without Any…Tuning language models requires a vast amount of training data. Generally, supervised fine-tuning approaches are used to tune models for…
Sep 13, 2022
Sep 13, 2022
Kaushik Shakkari
Open Domain Question Answering Series — (Part 7: The Rise of Vector Databases in the World of…The advancements of digitalization led to a rapid increase in the creation, storage, and processing of data. MongoDB stated that “about…
Dec 6, 2022
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Dec 6, 2022
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Kaushik Shakkari
Understanding Semantic Search — (Part 8: Unlock the Power of Extractive Question Answering…Why, when, and how to train language models for extractive question-answering modeling?
Mar 2, 2023
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Mar 2, 2023
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Kaushik Shakkari
Understanding Semantic Search — (Part 9: Introduction to Generative Question Answering, Prompt…TABLE OF CONTENTS:
Apr 24, 2023
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Apr 24, 2023
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