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ORCIDGabriela Ferraro
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2020 – today
- 2023
[j10]Lanqin Yuan
, Tianyu Wang, Gabriela Ferraro, Hanna Suominen, Marian-Andrei Rizoiu:
Transfer learning for hate speech detection in social media. J. Comput. Soc. Sci. 6(2): 1081-1101 (2023)- 2021
- [j9]Gabriela Ferraro, Ho-Pun Lam:
NLP Techniques for Normative Mining. FLAP 8(4): 941-974 (2021) - [j8]Rogelio Nazar, Antonio Balvet, Gabriela Ferraro, Rafael Marín, Irene Renau:
Pruning and repopulating a lexical taxonomy: experiments in Spanish, English and French. J. Intell. Syst. 30(1): 376-394 (2021) - [c20]Nicholas I-Hsien Kuo, Mehrtash Harandi, Nicolas Fourrier, Christian Walder, Gabriela Ferraro, Hanna Suominen:
Learning to Continually Learn Rapidly from Few and Noisy Data. MetaDL@AAAI 2021: 65-76 - [c19]Nicholas I-Hsien Kuo, Mehrtash Harandi, Nicolas Fourrier, Christian Walder, Gabriela Ferraro, Hanna Suominen:
Plastic and Stable Gated Classifiers for Continual Learning. CVPR Workshops 2021: 3553-3558 - [i7]Nicholas I-Hsien Kuo, Mehrtash Harandi, Nicolas Fourrier, Christian Walder, Gabriela Ferraro, Hanna Suominen:
Learning to Continually Learn Rapidly from Few and Noisy Data. CoRR abs/2103.04066 (2021) - [i6]Tao Ni, Qing Wang, Gabriela Ferraro:
Explore BiLSTM-CRF-Based Models for Open Relation Extraction. CoRR abs/2104.12333 (2021) - 2020
- [j7]Gabriela Ferraro, Brendan Loo Gee, Shenjia Ji, Luis Salvador-Carulla:
Lightme: analysing language in internet support groups for mental health. Health Inf. Sci. Syst. 8(1): 34 (2020) - [c18]Nicholas I-Hsien Kuo, Mehrtash Harandi, Nicolas Fourrier, Christian Walder, Gabriela Ferraro, Hanna Suominen:
M2SGD: Learning to Learn Important Weights. CVPR Workshops 2020: 957-964 - [c17]Nicholas I-Hsien Kuo, Mehrtash Harandi, Nicolas Fourrier, Christian Walder, Gabriela Ferraro, Hanna Suominen:
An Input Residual Connection for Simplifying Gated Recurrent Neural Networks. IJCNN 2020: 1-8 - [i5]Gabriela Ferraro, Brendan Loo Gee, Shenjia Ji, Luis Salvador-Carulla:
Lightme: Analysing Language in Internet Support Groups for Mental Health. CoRR abs/2007.00824 (2020) - [i4]Nicholas I-Hsien Kuo, Mehrtash Harandi, Nicolas Fourrier, Christian Walder, Gabriela Ferraro, Hanna Suominen:
MTL2L: A Context Aware Neural Optimiser. CoRR abs/2007.09343 (2020)
2010 – 2019
- 2019
- [c16]Alvin Kennardi, Gabriela Ferraro, Qing Wang:
Domain Adaptation for Low-Resource Neural Semantic Parsing. ALTA 2019: 87-93 - [c15]Gabriela Ferraro, Zoe Piper, Rebecca Hinton:
FindHer: a Filter to Find Women Experts. ALTA 2019: 146-150 - [c14]Gabriela Ferraro, Ho-Pun Lam, Silvano Colombo Tosatto, Francesco Olivieri, Mohammad Badiul Islam, Nick van Beest, Guido Governatori:
Automatic Extraction of Legal Norms: Evaluation of Natural Language Processing Tools. JSAI-isAI Workshops 2019: 64-81 - [i3]Marian-Andrei Rizoiu, Tianyu Wang, Gabriela Ferraro, Hanna Suominen:
Transfer Learning for Hate Speech Detection in Social Media. CoRR abs/1906.03829 (2019) - 2018
- [c13]Dilesha Seneviratne, Shlomo Geva, Guido Zuccon, Gabriela Ferraro, Magali R. G. Meireles:
Linking Patents to Knowledge Sources: A Context Matching Technique using Automatic Patent Classification. ADCS 2018: 13:1-13:4 - 2016
- [j6]Magali R. G. Meireles, Gabriela Ferraro, Shlomo Geva:
Classification and information management for patent collections: a literature review and some research questions. Inf. Res. 21(1) (2016) - [c12]Lizhen Qu, Gabriela Ferraro, Liyuan Zhou, Weiwei Hou, Timothy Baldwin:
Named Entity Recognition for Novel Types by Transfer Learning. EMNLP 2016: 899-905 - [i2]Lizhen Qu, Gabriela Ferraro, Liyuan Zhou, Weiwei Hou, Timothy Baldwin:
Named Entity Recognition for Novel Types by Transfer Learning. CoRR abs/1610.09914 (2016) - 2015
- [c11]Dilesha Seneviratne, Shlomo Geva, Guido Zuccon, Gabriela Ferraro, Timothy Chappell, Magali R. G. Meireles:
A Signature Approach to Patent Classification. AIRS 2015: 413-419 - [c10]Lizhen Qu, Gabriela Ferraro, Liyuan Zhou, Weiwei Hou, Nathan Schneider, Timothy Baldwin:
Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representations on Sequence Labelling Tasks. CoNLL 2015: 83-93 - [c9]Mohamed Reda Bouadjenek, Scott Sanner, Gabriela Ferraro:
A study of query reformulation for patent prior art search with partial patent applications. ICAIL 2015: 23-32 - [c8]Mona Golestan Far, Scott Sanner, Mohamed Reda Bouadjenek, Gabriela Ferraro, David Hawking:
On Term Selection Techniques for Patent Prior Art Search. SIGIR 2015: 803-806 - [i1]Lizhen Qu, Gabriela Ferraro, Liyuan Zhou, Weiwei Hou, Nathan Schneider, Timothy Baldwin:
Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representation on Sequence Labelling Tasks. CoRR abs/1504.05319 (2015) - 2014
- [j5]Gabriela Ferraro, Rogelio Nazar, Margarita Alonso Ramos, Leo Wanner:
Towards advanced collocation error correction in Spanish learner corpora. Lang. Resour. Evaluation 48(1): 45-64 (2014) - [c7]Gabriela Ferraro, Hanna Suominen, Jaume Nualart:
Segmentation of patent claims for improving their readability. PITR@EACL 2014: 66-73 - [c6]Donglu Wang, Gabriela Ferraro, Hanna Suominen, Osmat A. Jefferson:
Automated Categorisation of Patent Claims that Reference Human Genome Sequences. ADCS 2014: 117 - [c5]Hanna Suominen, Tobias Schreck, Gondy Leroy, Harry Hochheiser, Lorraine Goeuriot, Liadh Kelly, Danielle L. Mowery, Jaume Nualart, Gabriela Ferraro, Daniel A. Keim:
Task 1 of the CLEF eHealth Evaluation Lab 2014. CLEF (Working Notes) 2014: 1-30 - [e1]Gabriela Ferraro, Stephen Wan:
Proceedings of the Australasian Language Technology Association Workshop, ALTA 2014, Melbourne, Australia, November 26 - 28, 2014. ACL 2014 [contents] - 2013
- [c4]Hanna Suominen, Gabriela Ferraro:
Noise in Speech-to-Text Voice: Analysis of Errors and Feasibility of Phonetic Similarity for Their Correction. ALTA 2013: 34-42 - 2012
- [b1]Gabriela Ferraro:
Towards deep content extraction from specialized discourse : the case of verbal relations in patent claims. Pompeu Fabra University, Spain, 2012 - [j4]Gabriela Ferraro, Leo Wanner:
Labeling Semantically Motivated Clusters of Verbal Relations. Proces. del Leng. Natural 49: 129-138 (2012) - [j3]Luz Rello, Gabriela Ferraro, Iria Gayo:
A First Approach to the Automatic Detection of Zero Subjects and Impersonal Constructions in Portuguese. Proces. del Leng. Natural 49: 163-170 (2012) - [c3]Simon Mille, Alicia Burga, Gabriela Ferraro, Leo Wanner:
How Does the Granularity of an Annotation Scheme Influence Dependency Parsing Performance? COLING (Posters) 2012: 839-852 - 2011
- [j2]Gabriela Ferraro, Leo Wanner:
Towards the derivation of verbal content relations from patent claims using deep syntactic structures. Knowl. Based Syst. 24(8): 1233-1244 (2011) - [j1]Luz Rello, Gabriela Ferraro, Alicia Burga:
Error Analysis for the Improvement of Subject Ellipsis Detection. Proces. del Leng. Natural 47: 223-230 (2011)
2000 – 2009
- 2009
- [c2]Nadjet Bouayad-Agha, Gerard Casamayor, Gabriela Ferraro, Leo Wanner:
Simplification of Patent Claim Sentences for their Paraphrasing and Summarization. FLAIRS 2009 - [c1]Nadjet Bouayad-Agha, Gerard Casamayor, Gabriela Ferraro, Simon Mille, Vanesa Vidal, Leo Wanner:
Improving the comprehension of legal documentation: the case of patent claims. ICAIL 2009: 78-87
Coauthor Index
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