marekrei.com

Marek Rei

I am a Senior Research Associate in University of Cambridge. Junior Research Fellow in King's College. And a member of the Natural Language and Information Processing Group. My main focus is on the ALTA project. An industry collaboration with Cambridge English. With the goal of creating innovative new technologies for language learning and assessment. I'm also a visiting lecturer in Tartu University. Teaching a course on machine learning and language modelling. My main areas of interest include:. Neural ...

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Marek Rei

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Marek Rei

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Estonia

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Marek Rei | marekrei.com Reviews

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I am a Senior Research Associate in University of Cambridge. Junior Research Fellow in King's College. And a member of the Natural Language and Information Processing Group. My main focus is on the ALTA project. An industry collaboration with Cambridge English. With the goal of creating innovative new technologies for language learning and assessment. I'm also a visiting lecturer in Tartu University. Teaching a course on machine learning and language modelling. My main areas of interest include:. Neural ...

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Marek Rei | marekrei.com Reviews

https://marekrei.com

I am a Senior Research Associate in University of Cambridge. Junior Research Fellow in King's College. And a member of the Natural Language and Information Processing Group. My main focus is on the ALTA project. An industry collaboration with Cambridge English. With the goal of creating innovative new technologies for language learning and assessment. I'm also a visiting lecturer in Tartu University. Teaching a course on machine learning and language modelling. My main areas of interest include:. Neural ...

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marekrei.com

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Marek Rei

http://www.marekrei.com/projects

Publically available datasets of word vectors, generated using different methods and models on the same background corpus. A manually annotated dataset for evaluating entailment detection between dependency graph fragments in the biomedical domain. It contains 100 entailment and 100 nonentailment relations. Fragment sizes range from 1 to 20 words, with the average of 2.86 words. Slink is a short link management software written in PHP. The users can create a short link forwarding service in their own...

2

Marek Rei - Thoughts on Machine Learning and Natural Language Processing

http://www.marekrei.com/blog

Thoughts on Machine Learning and Natural Language Processing. June 30, 2016. Analysing NLP publication patterns. Recently, I got curious about finding out how much different institutions publish in my area. Does Google publish more than Microsoft? Which university has the strongest publication record in NLP? And are there any interesting trends that can be seen in the recent years? Luckily, all these conferences have nice webpages listing all the papers published there. ACL Anthology. Carnegie Mellon has...

3

Vectorsets

http://www.marekrei.com/projects/vectorsets

This is a collection of lexical vector sets. Each word in the vocabulary is represented as a real-valued vector, which can be used for various word similarity applications. The vectors are built using different techniques and therefore have varying properties. The following vector sets are currently available:. The file is in the sparse vector format. Each line contains the vector for one word. The first token is the word, followed by tokens of feature-id : feature-value . Vector representations are crea...

4

Marek Rei

http://www.marekrei.com/about

I am a Research Associate in University of Cambridge. And a member of the Natural Language and Information Processing Group. My main focus is on the ALTA project, an industry collaboration with Cambridge English. With the goal of creating innovative new technologies for language learning and assessment. I'm also a visiting lecturer in Tartu University. Teaching a course on machine learning and language modelling. Before that, I was a member of the Research team in SwiftKey. Unsupervised and semi-supervis...

5

Marek Rei

http://www.marekrei.com/teaching

A written version of the tutorial I gave in Cambridge on using Theano (a library for implementing neural networks). Constructing and Evaluating Word Embeddings. The module I teach in University of Cambridge, covering various types of word embeddings and their applications. Machine Learning for Language Modelling. The course I teach in University of Tartu, covering n-gram language models and neural network language models. A public shared task for evaluating language models.

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I am a Senior Research Associate in University of Cambridge. Junior Research Fellow in King's College. And a member of the Natural Language and Information Processing Group. My main focus is on the ALTA project. An industry collaboration with Cambridge English. With the goal of creating innovative new technologies for language learning and assessment. I'm also a visiting lecturer in Tartu University. Teaching a course on machine learning and language modelling. My main areas of interest include:. Neural ...

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