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 word-embeddings. Show all posts

Sunday, October 17, 2021

Fine-tuning OpenAI CLIP for different domains

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In July this year, a group of us on the TWIML Slack Channel came together and participated in the Flax/JAX Community Week organized by Hug...

2 comments:

Monday, November 30, 2020

Word Sense Disambiguation using BERT as a Language Model

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The BERT (Bidirectional Encoder Representation from Transformers) model was proposed in the paper BERT: Pre-training of Deep Bidirectional T...

6 comments:

Saturday, March 14, 2020

Music Recommendations using DeepWalk on Spark

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The idea behind Distributional Semantics in Natural Language Processing (NLP) can be succintly summed up by the quote from the famous ling...

1 comment:

Saturday, December 21, 2019

Finding Similar Tweets with BERT and NMSLib

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Since my initial explorations with vector search for images on Lucene some time back, several good libraries and products have appeared tha...

3 comments:

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...

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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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