Search Results for author: Julian Brooke

Found 21 papers, 2 papers with code

Cross-corpus Native Language Identification via Statistical Embedding

no code implementations WS 2018 Francisco Rangel, Paolo Rosso, Julian Brooke, Alex Uitdenbogerd, ra

In this paper, we approach the task of native language identification in a realistic cross-corpus scenario where a model is trained with available data and has to predict the native language from data of a different corpus.

Cross-corpus Native Language Identification

Sub-character Neural Language Modelling in Japanese

no code implementations WS 2017 Viet Nguyen, Julian Brooke, Timothy Baldwin

In East Asian languages such as Japanese and Chinese, the semantics of a character are (somewhat) reflected in its sub-character elements.

Language Modelling

Semi-Automated Resolution of Inconsistency for a Harmonized Multiword Expression and Dependency Parse Annotation

1 code implementation WS 2017 King Chan, Julian Brooke, Timothy Baldwin

This paper presents a methodology for identifying and resolving various kinds of inconsistency in the context of merging dependency and multiword expression (MWE) annotations, to generate a dependency treebank with comprehensive MWE annotations.

Unsupervised Acquisition of Comprehensive Multiword Lexicons using Competition in an n-gram Lattice

no code implementations TACL 2017 Julian Brooke, Jan {\v{S}}najder, Timothy Baldwin

We present a new model for acquiring comprehensive multiword lexicons from large corpora based on competition among n-gram candidates.

Measuring Interlanguage: Native Language Identification with L1-influence Metrics

no code implementations LREC 2012 Julian Brooke, Graeme Hirst

The task of native language (L1) identification suffers from a relative paucity of useful training corpora, and standard within-corpus evaluation is often problematic due to topic bias.

Language Acquisition Machine Translation +4

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