Search Results for author: Dorota Glowacka

Found 5 papers, 0 papers with code

Unexplored Frontiers: A Review of Empirical Studies of Exploratory Search

no code implementations21 Dec 2023 Alan Medlar, Denis Kotkov, Dorota Glowacka

We investigated aspects of interdisciplinarity, study settings and evaluation methodologies from a systematically selected sample of 231 publications from 2010-2021, including a total of 172 articles with empirical studies.

Retrieval

Statistically significant detection of semantic shifts using contextual word embeddings

no code implementations EMNLP (Eval4NLP) 2021 Yang Liu, Alan Medlar, Dorota Glowacka

Detecting lexical semantic change in smaller data sets, e. g. in historical linguistics and digital humanities, is challenging due to a lack of statistical power.

Word Embeddings

Classifying Author Intention for Writer Feedback in Related Work

no code implementations RANLP 2019 Arlene Casey, Bonnie Webber, Dorota Glowacka

The ability to produce high-quality publishable material is critical to academic success but many Post-Graduate students struggle to learn to do so.

A Framework for Annotating `Related Works' to Support Feedback to Novice Writers

no code implementations WS 2019 Arlene Casey, Bonnie Webber, Dorota Glowacka

Understanding what is expected of academic writing can be difficult for novice writers to assimilate, and recent years have seen several automated tools become available to support academic writing.

Deep Gate Recurrent Neural Network

no code implementations11 Apr 2016 Yuan Gao, Dorota Glowacka

This paper introduces two recurrent neural network structures called Simple Gated Unit (SGU) and Deep Simple Gated Unit (DSGU), which are general structures for learning long term dependencies.

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