183 citations · 199 across the 4 of their papers we have counts for
5 papers · 1 filter
Adversarial Grammatical Error Correction
Vipul Raheja, Dimitrios Alikaniotis
Recent works in Grammatical Error Correction (GEC) have leveraged the progress in Neural Machine Translation (NMT), to learn rewrites from parallel corpora of grammatically incorre…
The Unreasonable Effectiveness of Transformer Language Models in Grammatical Error Correction
Dimitrios Alikaniotis, Vipul Raheja
Recent work on Grammatical Error Correction (GEC) has highlighted the importance of language modeling in that it is certainly possible to achieve good performance by comparing the…
A Distributional Semantics Approach to Implicit Language Learning
Dimitrios Alikaniotis, John N. Williams
In the present paper we show that distributional information is particularly important when considering concept availability under implicit language learning conditions. Based on r…
The word entropy of natural languages
Christian Bentz, Dimitrios Alikaniotis
The average uncertainty associated with words is an information-theoretic concept at the heart of quantitative and computational linguistics. The entropy has been established as a…
Automatic Text Scoring Using Neural Networks
Dimitrios Alikaniotis, Helen Yannakoudakis, Marek Rei
Automated Text Scoring (ATS) provides a cost-effective and consistent alternative to human marking. However, in order to achieve good performance, the predictive features of the sy…