Thilina RajapakseinTowards AIFinding the Needle in the Haystack: How To Use the Dense Passage RetrieverThe goal of passage retrieval is to find the relevant passage for a given query from an extensive collection of passages. Let’s see how…·5 min read·Nov 13, 2021----
Thilina RajapakseinTowards Data ScienceA Quick Overview of NVIDIA Jarvis — An End-to-End Framework for Conversational AIThe NVIDIA Jarvis framework simplifies the process of training and deploying Conversational AI systems making it much easier to build…·5 min read·Feb 26, 2021----
Thilina RajapakseinTowards Data ScienceHow to Train an mT5 Model for Translation With Simple TransformersLet’s see how we can train an mT5 bilingual translation model for a low-resource languageSinhalese.·8 min read·Jan 4, 2021--2--2
Thilina RajapakseinTowards Data ScienceGoing Global —How to Multi-Task in Multiple Languages with the mT5 TransformerCross-lingual, zero-shot training with mT5 — Training an mT5 model in English and using it with other languages!·10 min read·Dec 16, 2020--1--1
Thilina RajapakseinSkil-AIDivide and Conquer — How to Deal With Complex DatasetsReal-life data is messy, complex, and hard to understand! Let’s see how we can make it a little simpler!·4 min read·Oct 26, 2020----
Thilina RajapakseinSkil-AIDealing with DuplicatesJohn Smith. J Smith. Smith, John. How to find if this John is the same as that John!·3 min read·Oct 11, 2020----
Thilina RajapakseinTowards Data ScienceBART for Paraphrasing with Simple TransformersParaphrasing is the act of expressing something using different words while retaining the original meaning. Let’s see how we can do it!·8 min read·Aug 5, 2020--7--7
Thilina RajapakseinTowards Data ScienceHyperparameter Optimization for Optimum Transformer ModelsHow to tune your hyperparameters with Simple Transformers for better Natural Langauge Processing.·16 min read·Jul 13, 2020--6--6
Thilina RajapakseinTowards Data ScienceThe Guide to Multi-Tasking with the T5 TransformerThe T5 Transformer can perform any NLP task. And, it can perform multiple tasks, at the same time, with the same model. Here’s how!·8 min read·Jun 19, 2020--5--5
Thilina RajapakseinTowards Data ScienceAsking the Right Questions: Training a T5 Transformer Model on a New taskThe 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!·12 min read·May 22, 2020--11--11
