Gabriela Ferraro

According to our database, Gabriela Ferraro authored at least 35 papers between 2009 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Transfer learning for hate speech detection in social media.

Lanqin Yuan, Tianyu Wang, Gabriela Ferraro, Hanna Suominen, Marian-Andrei Rizoiu

J. Comput. Soc. Sci., October, 2023

2021

Pruning and repopulating a lexical taxonomy: experiments in Spanish, English and French.

Rogelio Nazar, Antonio Balvet, Gabriela Ferraro, Rafael Marín, Irene Renau

J. Intell. Syst., 2021

NLP Techniques for Normative Mining.

Gabriela Ferraro, Ho-Pun Lam

FLAP, 2021

Explore BiLSTM-CRF-Based Models for Open Relation Extraction.

Tao Ni, Qing Wang, Gabriela Ferraro

CoRR, 2021

Plastic and Stable Gated Classifiers for Continual Learning.

Nicholas I-Hsien Kuo, Mehrtash Harandi, Nicolas Fourrier, Christian Walder, Gabriela Ferraro, Hanna Suominen

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Learning to Continually Learn Rapidly from Few and Noisy Data.

Nicholas I-Hsien Kuo, Mehrtash Harandi, Nicolas Fourrier, Christian Walder, Gabriela Ferraro, Hanna Suominen

Proceedings of the AAAI Workshop on Meta-Learning and MetaDL Challenge, 2021

2020

Lightme: analysing language in internet support groups for mental health.

Gabriela Ferraro, Brendan Loo Gee, Shenjia Ji, Luis Salvador-Carulla

Health Inf. Sci. Syst., 2020

MTL2L: A Context Aware Neural Optimiser.

Nicholas I-Hsien Kuo, Mehrtash Harandi, Nicolas Fourrier, Christian Walder, Gabriela Ferraro, Hanna Suominen

CoRR, 2020

An Input Residual Connection for Simplifying Gated Recurrent Neural Networks.

Nicholas I-Hsien Kuo, Mehrtash Harandi, Nicolas Fourrier, Christian Walder, Gabriela Ferraro, Hanna Suominen

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

M²SGD: Learning to Learn Important Weights.

Nicholas I-Hsien Kuo, Mehrtash Harandi, Nicolas Fourrier, Christian Walder, Gabriela Ferraro, Hanna Suominen

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Transfer Learning for Hate Speech Detection in Social Media.

Marian-Andrei Rizoiu, Tianyu Wang, Gabriela Ferraro, Hanna Suominen

CoRR, 2019

Automatic Extraction of Legal Norms: Evaluation of Natural Language Processing Tools.

Gabriela Ferraro, Ho-Pun Lam, Silvano Colombo Tosatto, Francesco Olivieri, Mohammad Badiul Islam, Nick van Beest, Guido Governatori

Proceedings of the New Frontiers in Artificial Intelligence, 2019

Domain Adaptation for Low-Resource Neural Semantic Parsing.

Alvin Kennardi, Gabriela Ferraro, Qing Wang

Proceedings of the The 17th Annual Workshop of the Australasian Language Technology Association, 2019

FindHer: a Filter to Find Women Experts.

Gabriela Ferraro, Zoe Piper, Rebecca Hinton

Proceedings of the The 17th Annual Workshop of the Australasian Language Technology Association, 2019

2018

Linking Patents to Knowledge Sources: A Context Matching Technique using Automatic Patent Classification.

Dilesha Seneviratne, Shlomo Geva, Guido Zuccon, Gabriela Ferraro, Magali R. G. Meireles

Proceedings of the 23rd Australasian Document Computing Symposium, 2018

2016

Classification and information management for patent collections: a literature review and some research questions.

Magali R. G. Meireles, Gabriela Ferraro, Shlomo Geva

Inf. Res., 2016

Named Entity Recognition for Novel Types by Transfer Learning.

Lizhen Qu, Gabriela Ferraro, Liyuan Zhou, Weiwei Hou, Timothy Baldwin

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

2015

Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representation on Sequence Labelling Tasks.

Lizhen Qu, Gabriela Ferraro, Liyuan Zhou, Weiwei Hou, Nathan Schneider, Timothy Baldwin

CoRR, 2015

On Term Selection Techniques for Patent Prior Art Search.

Mona Golestan Far, Scott Sanner, Mohamed Reda Bouadjenek, Gabriela Ferraro, David Hawking

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

A study of query reformulation for patent prior art search with partial patent applications.

Mohamed Reda Bouadjenek, Scott Sanner, Gabriela Ferraro

Proceedings of the 15th International Conference on Artificial Intelligence and Law, 2015

Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representations on Sequence Labelling Tasks.

Lizhen Qu, Gabriela Ferraro, Liyuan Zhou, Weiwei Hou, Nathan Schneider, Timothy Baldwin

Proceedings of the 19th Conference on Computational Natural Language Learning, 2015

A Signature Approach to Patent Classification.

Dilesha Seneviratne, Shlomo Geva, Guido Zuccon, Gabriela Ferraro, Timothy Chappell, Magali R. G. Meireles

Proceedings of the Information Retrieval Technology, 2015

2014

Towards advanced collocation error correction in Spanish learner corpora.

Gabriela Ferraro, Rogelio Nazar, Margarita Alonso Ramos, Leo Wanner

Lang. Resour. Evaluation, 2014

Task 1 of the CLEF eHealth Evaluation Lab 2014.

Hanna Suominen, Tobias Schreck, Gondy Leroy, Harry Hochheiser, Lorraine Goeuriot, Liadh Kelly, Danielle L. Mowery, Jaume Nualart, Gabriela Ferraro, Daniel A. Keim

Proceedings of the Working Notes for CLEF 2014 Conference, 2014

Automated Categorisation of Patent Claims that Reference Human Genome Sequences.

Donglu Wang, Gabriela Ferraro, Hanna Suominen, Osmat A. Jefferson

Proceedings of the 2014 Australasian Document Computing Symposium, 2014

Segmentation of patent claims for improving their readability.

Gabriela Ferraro, Hanna Suominen, Jaume Nualart

Proceedings of the 3rd Workshop on Predicting and Improving Text Readability for Target Reader Populations, 2014

2013

Noise in Speech-to-Text Voice: Analysis of Errors and Feasibility of Phonetic Similarity for Their Correction.

Hanna Suominen, Gabriela Ferraro

Proceedings of the Australasian Language Technology Association Workshop, 2013

2012

Towards deep content extraction from specialized discourse : the case of verbal relations in patent claims.

Gabriela Ferraro

PhD thesis, 2012

A First Approach to the Automatic Detection of Zero Subjects and Impersonal Constructions in Portuguese.

Luz Rello, Gabriela Ferraro, Iria Gayo

Proces. del Leng. Natural, 2012

Labeling Semantically Motivated Clusters of Verbal Relations.

Gabriela Ferraro, Leo Wanner

Proces. del Leng. Natural, 2012

How Does the Granularity of an Annotation Scheme Influence Dependency Parsing Performance?

Simon Mille, Alicia Burga, Gabriela Ferraro, Leo Wanner

Proceedings of the COLING 2012, 2012

2011

Error Analysis for the Improvement of Subject Ellipsis Detection.

Luz Rello, Gabriela Ferraro, Alicia Burga

Proces. del Leng. Natural, 2011

Towards the derivation of verbal content relations from patent claims using deep syntactic structures.

Gabriela Ferraro, Leo Wanner

Knowl. Based Syst., 2011

2009

Improving the comprehension of legal documentation: the case of patent claims.

Nadjet Bouayad-Agha, Gerard Casamayor, Gabriela Ferraro, Simon Mille, Vanesa Vidal, Leo Wanner

Proceedings of the 12th International Conference on Artificial Intelligence and Law, 2009

Simplification of Patent Claim Sentences for their Paraphrasing and Summarization.

Nadjet Bouayad-Agha, Gerard Casamayor, Gabriela Ferraro, Leo Wanner

Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009