Thilina Rajapakse – Medium

Thilina Rajapakse

Published in
Towards AI

Finding the Needle in the Haystack: How To Use the Dense Passage Retriever

The goal of passage retrieval is to find the relevant passage for a given query from an extensive collection of passages. Let’s see how…

Nov 13, 2021

Finding the Needle in the Haystack: How To Use the Dense Passage Retriever

Nov 13, 2021

Published in
TDS Archive

A Quick Overview of NVIDIA Jarvis — An End-to-End Framework for Conversational AI

The NVIDIA Jarvis framework simplifies the process of training and deploying Conversational AI systems making it much easier to build…

Feb 26, 2021

A Quick Overview of NVIDIA Jarvis — An End-to-End Framework for Conversational AI

Feb 26, 2021

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Published in
TDS Archive

How to Train an mT5 Model for Translation With Simple Transformers

Let’s see how we can train an mT5 bilingual translation model for a low-resource languageSinhalese.

Jan 4, 2021

How to Train an mT5 Model for Translation With Simple Transformers

Jan 4, 2021

Published in
TDS Archive

Going Global —How to Multi-Task in Multiple Languages with the mT5 Transformer

Cross-lingual, zero-shot training with mT5 — Training an mT5 model in English and using it with other languages!

Dec 16, 2020

Going Global —How to Multi-Task in Multiple Languages with the mT5 Transformer

Dec 16, 2020

Published in
Skil-AI

Divide and Conquer — How to Deal With Complex Datasets

Real-life data is messy, complex, and hard to understand! Let’s see how we can make it a little simpler!

Oct 26, 2020

Divide and Conquer — How to Deal With Complex Datasets

Oct 26, 2020

Published in
Skil-AI

Dealing with Duplicates

John Smith. J Smith. Smith, John. How to find if this John is the same as that John!

Oct 11, 2020

Dealing with Duplicates

Oct 11, 2020

Published in
TDS Archive

BART for Paraphrasing with Simple Transformers

Paraphrasing is the act of expressing something using different words while retaining the original meaning. Let’s see how we can do it!

Aug 5, 2020

BART for Paraphrasing with Simple Transformers

Aug 5, 2020

Published in
TDS Archive

Hyperparameter Optimization for Optimum Transformer Models

How to tune your hyperparameters with Simple Transformers for better Natural Langauge Processing.

Jul 13, 2020

Hyperparameter Optimization for Optimum Transformer Models

Jul 13, 2020

Published in
TDS Archive

The Guide to Multi-Tasking with the T5 Transformer

The T5 Transformer can perform any NLP task. And, it can perform multiple tasks, at the same time, with the same model. Here’s how!

Jun 19, 2020

The Guide to Multi-Tasking with the T5 Transformer

Jun 19, 2020

Published in
TDS Archive

Asking the Right Questions: Training a T5 Transformer Model on a New task

The T5 Transformer frames any NLP task as a text-to-text task enabling it to easily learn new tasks. Let’s teach the old dog a new trick!

May 22, 2020

Asking the Right Questions: Training a T5 Transformer Model on a New task

May 22, 2020

Thilina Rajapakse

Thilina Rajapakse

AI researcher, avid reader, fantasy and Sci-Fi geek, and fan of the Oxford comma. www.linkedin.com/in/t-rajapakse/

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