Dr Erwan Moreau

Postdoc

Status: Former Member

Erwan is a postdoctoral researcher at Trinity College Dublin in the School of Computer Science and Statistics. His research domain is Natural Language Processing (NLP). Since his PhD in 2006 He has worked on many different NLP problems and used various Machine Learning techniques. His most recent works are about Machine Translation Quality Estimation, Authorship identification, and applications of NLP to mining biomedical data. He also has an interest in Citizen Science projects.

Research Domains

Artificial Intelligence
Data Visualisation
Entity Extraction
Information Retrieval
Languages
Machine Learning
Machine Translation
Natural Language Processing

Publications

An Evaluation Method for Diachronic Word Sense Induction

PUBLICATION:	EMNLP 2020 - Conference on Empirical Methods in Natural Language Processing
AUTHOR(S):	Ashjan Alsulaimani, Erwan Moreau, Carl Vogel
DATE:	16 November 2020
TYPE:	Conf papers

A Paradigm for Democratizing Artificial Intelligence Research

PUBLICATION:	Innovations in Big Data Mining and Embedded Knowledge pp 137-166https://doi.org/10.1007/978-3-030-15939-9_8
AUTHOR(S):	Erwan Moreau, Carl Vogel, Marguerite Barry
DATE:	03 July 2019
TYPE:	Book Chapters

Machine learning analytics: can ‘artificial intelligence’ help student nurses to assess communication skills during self-reflection?

PUBLICATION:	THE2019 - Trinity Health and Education International Research Conference
AUTHOR(S):	Sinead Impey, Freda Neill, Padhraig Ryan, Carl Vogel, Erwan Moreau, Charles Normand
DATE:	03 June 2019
TYPE:	Conf papers

Semantic reranking of CRF label sequences for verbal multiword expression identification

PUBLICATION:	In Stella Markantonatou, Carlos Ramisch, Agata Savary & Veronika Vincze (eds.), Multiword expressions at length and in depth: Extended papers from the MWE 2017 workshop, 177–207. Berlin: Language Science Press
AUTHOR(S):	Erwan Moreau, Ashjan Alsulaimani, Alfredo Maldonado, Lifeng Han, Carl Vogel, Koel Dutta Chowdhury
DATE:	25 October 2018
TYPE:	Book Chapters

CRF-Seq and CRF-DepTree at PARSEME Shared Task 2018: Detecting Verbal MWEs using Sequential and Dependency-based Approaches

PUBLICATION:	LAW-MWE-CxG 2018 workshop co-located with COLING 2018, Shared task on automatic identification of verbal multiword expressions - edition 1.1
AUTHOR(S):	Erwan Moreau, Ashjan Alsulaimani, Alfredo Maldonado, Carl Vogel
DATE:	25 August 2018
TYPE:	Conf papers

Multilingual Word Segmentation: Training Many Language-Specific Tokenizers Smoothly Thanks to the Universal Dependencies Corpus

PUBLICATION:	LREC 2018 - 11th International Conference on Language Resources and Evaluation
AUTHOR(S):	Erwan Moreau, Carl Vogel
DATE:	01 May 2018
TYPE:	Conf papers

Detection of Verbal Multi-Word Expressions via Conditional Random Fields with Syntactic Dependency Features and Semantic Re-Ranking

PUBLICATION:	MWE 2017 -13th Workshop on Multiword Expressions
AUTHOR(S):	Alfredo Maldonado, Lifeng Han, Erwan Moreau, Ashjan Alsulaimani, Koel Dutta Chowdhury, Carl Vogel, Qun Liu
DATE:	04 April 2017
TYPE:	Conf papers

Author Verification: Basic Stacked Generalization Applied To Predictions from a Set of Heterogeneous Learners - Notebook for PAN at CLEF 2015

PUBLICATION:	CLEF 2015 - Conference and Labs of the Evaluation forum
AUTHOR(S):	Erwan Moreau, Arun Jayapal, Gerard Lynch, Carl Vogel
DATE:	11 September 2015
TYPE:	Conf papers

Dr Erwan Moreau

Postdoc

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Publications