Salmon Run

Swimming upstream on the technology tide, one technology at a time. A collection of articles, tips, and random musings on application development and system design.

Showing posts with label similarity. Show all posts

Tuesday, May 07, 2019

node2vec Graph Embeddings for NeurIPS papers with gensim

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The utility of Word Embeddings is based on the Distributional Hypothesis , i.e., the idea that words in similar contexts tend to have simil...

Monday, August 21, 2017

Improving Sentence Similarity Predictions using Attention and Regression

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If you have been following my last two posts, you will know that I've been trying (unsuccessfully so far) to prove to myself that the a...

4 comments:

Monday, April 24, 2017

Predicting Image Similarity using Siamese Networks

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In my previous post, I mentioned that I want to use Siamese Networks to predict image similarity from the INRIA Holidays Dataset . The Kera...

11 comments:

Saturday, September 10, 2016

Sentence Similarity using Recursive Embeddings and Dynamic Pooling

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I was watching Richard Socher's lectures on CS224d: Deep Learning for Natural Language Processing at the Deep Learning Enthusiasts me...

13 comments:

Friday, May 03, 2013

Inter-Document Similarity with Scikit-Learn and NLTK

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Someone recently asked me about using Python to calculate document similarity across text documents. The application had to do with cheatin...

17 comments:

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About me

Sujit Pal: I am a programmer interested in Semantic Search, Ontology, Natural Language Processing and Machine Learning. My programming languages of choice are Java, Scala, and Python. I love solving problems and exploring different possibilities with open source tools and frameworks.

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