105 citations · 337 across the 46 of their papers we have counts for
7 papers · 1 filter
Classifying Patent Applications with Ensemble Methods
Fernando Benites, Shervin Malmasi, Marcos Zampieri
We present methods for the automatic classification of patent applications using an annotated dataset provided by the organizers of the ALTA 2018 shared task - Classifying Patent A…
Classifier Ensembles for Dialect and Language Variety Identification
Liviu P. Dinu, Alina Maria Ciobanu, Marcos Zampieri +1
In this paper we present ensemble-based systems for dialect and language variety identification using the datasets made available by the organizers of the VarDial Evaluation Campai…
German Dialect Identification Using Classifier Ensembles
Alina Maria Ciobanu, Shervin Malmasi, Liviu P. Dinu
In this paper we present the GDI_classification entry to the second German Dialect Identification (GDI) shared task organized within the scope of the VarDial Evaluation Campaign 20…
Discriminating between Indo-Aryan Languages Using SVM Ensembles
Alina Maria Ciobanu, Marcos Zampieri, Shervin Malmasi +2
In this paper we present a system based on SVM ensembles trained on characters and words to discriminate between five similar languages of the Indo-Aryan family: Hindi, Braj Bhasha…
A Portuguese Native Language Identification Dataset
Iria del Río, Marcos Zampieri, Shervin Malmasi
In this paper we present NLI-PT, the first Portuguese dataset compiled for Native Language Identification (NLI), the task of identifying an author's first language based on their s…
A Report on the Complex Word Identification Shared Task 2018
Seid Muhie Yimam, Chris Biemann, Shervin Malmasi +5
We report the findings of the second Complex Word Identification (CWI) shared task organized as part of the BEA workshop co-located with NAACL-HLT'2018. The second CWI shared task…