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Marek Rei

Thoughts on Machine Learning and Natural Language Processing

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Creating Interpretable Models with Atomic Inference

This is a guest post from Joe Stacey about our quest to create interpretable Natural Language Inference (NLI) models. In this post he will share The post Creating Interpretable Models with Atomic Inference appeared first on Marek Rei .

68 Summaries of Machine Learning and NLP Research

I have written short summaries of 68 different research papers published in the areas of Machine Learning and Natural Language Processing. They cover a wide The post 68 Summaries of Machine Learning and NLP Research appeared first on Marek Rei .

ML and NLP Publications in 2021

I am sharing here the yearly paper analysis for 2021, containing statistics about ML and NLP publications from the past year. It has arrived later The post ML and NLP Publications in 2021 appeared first on Marek Rei .

Advice for students doing research projects in ML/NLP

This is a collection of advice that I give to students doing research projects in NLP/ML/AI. It includes suggestions that I wish I had known The post Advice for students doing research projects in ML/NLP appeared first on Marek Rei .

ML and NLP Publications in 2020

I ran my paper analysis pipeline once again in order to get statistics for 2020. It certainly was an unusual year. While ML and NLP The post ML and NLP Publications in 2020 appeared first on Marek Rei .

ML and NLP Publications in 2019

It is about time we once again take a look at the publication statistics of the past year. 2019 was another record breaking year in The post ML and NLP Publications in 2019 appeared first on Marek Rei .

74 Summaries of Machine Learning and NLP Research

My previous post on summarising 57 research papers turned out to be quite useful for people working in this field, so it is about time The post 74 Summaries of Machine Learning and NLP Research appeared first on Marek Rei .

The Geographic Diversity of NLP Conferences

The growth of interest in NLP technology, fuelled largely by investment in AI applications, has been accompanied by unprecedented expansion of the preeminent NLP conferences: The post The Geographic Diversity of NLP Conferences appeared first on Marek Rei .

ML and NLP Publications in 2018

It is time for another yearly update of the publication statistics in Machine Learning and Natural Language Processing. The field has continued to grow very The post ML and NLP Publications in 2018 appeared first on Marek Rei .

57 Summaries of Machine Learning and NLP Research

Staying on top of recent work is an important part of being a good researcher, but this can be quite difficult. Thousands of new papers The post 57 Summaries of Machine Learning and NLP Research appeared first on Marek Rei .