Multilingual Email Zoning

1 code implementation • EACL 2021 • Bruno Jardim, Ricardo Rei, Mariana S. C. Almeida

The segmentation of emails into functional zones (also dubbed email zoning) is a relevant preprocessing step for most NLP tasks that deal with emails.

Domain Adaptation Segmentation +1

Interleaved Sequence RNNs for Fraud Detection

no code implementations • 14 Feb 2020 • Bernardo Branco, Pedro Abreu, Ana Sofia Gomes, Mariana S. C. Almeida, João Tiago Ascensão, Pedro Bizarro

Payment card fraud causes multibillion dollar losses for banks and merchants worldwide, often fueling complex criminal activities.

Feature Engineering Fraud Detection

The SUMMA Platform Prototype

no code implementations • EACL 2017 • Renars Liepins, Ulrich Germann, Guntis Barzdins, Alex Birch, ra, Steve Renals, Susanne Weber, Peggy van der Kreeft, Herv{\'e} Bourlard, Jo{\~a}o Prieto, Ond{\v{r}}ej Klejch, Peter Bell, Alex Lazaridis, ros, Alfonso Mendes, Sebastian Riedel, Mariana S. C. Almeida, Pedro Balage, Shay B. Cohen, Tomasz Dwojak, Philip N. Garner, Andreas Giefer, Marcin Junczys-Dowmunt, Hina Imran, David Nogueira, Ahmed Ali, Mir, Sebasti{\~a}o a, Andrei Popescu-Belis, Lesly Miculicich Werlen, Nikos Papasarantopoulos, Abiola Obamuyide, Clive Jones, Fahim Dalvi, Andreas Vlachos, Yang Wang, Sibo Tong, Rico Sennrich, Nikolaos Pappas, Shashi Narayan, Marco Damonte, Nadir Durrani, Sameer Khurana, Ahmed Abdelali, Hassan Sajjad, Stephan Vogel, David Sheppey, Chris Hernon, Jeff Mitchell

We present the first prototype of the SUMMA Platform: an integrated platform for multilingual media monitoring.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +5

Jointly Learning to Embed and Predict with Multiple Languages

no code implementations • ACL 2016 • Daniel C. Ferreira, Andr{\'e} F. T. Martins, Mariana S. C. Almeida

Cross-Lingual Transfer Language Modelling +4

Aligning Opinions: Cross-Lingual Opinion Mining with Dependencies

no code implementations • IJCNLP 2015 • Mariana S. C. Almeida, Cl{\'a}udia Pinto, Helena Figueira, Pedro Mendes, Andr{\'e} F. T. Martins

Coreference Resolution Named Entity Recognition (NER) +7

Lisbon: Evaluating TurboSemanticParser on Multiple Languages and Out-of-Domain Data

no code implementations • SEMEVAL 2015 • Mariana S. C. Almeida, Andr{\'e} F. T. Martins

Dependency Parsing Domain Adaptation +1

Priberam: A Turbo Semantic Parser with Second Order Features

no code implementations • SEMEVAL 2014 • Andr{\'e} F. T. Martins, Mariana S. C. Almeida

Dependency Parsing Semantic Parsing +2

Priberam Compressive Summarization Corpus: A New Multi-Document Summarization Corpus for European Portuguese

no code implementations • LREC 2014 • Miguel B. Almeida, Mariana S. C. Almeida, Andr{\'e} F. T. Martins, Helena Figueira, Pedro Mendes, Cl{\'a}udia Pinto

In this paper, we introduce the Priberam Compressive Summarization Corpus, a new multi-document summarization corpus for European Portuguese.

Document Summarization Information Retrieval +3

A Joint Model for Quotation Attribution and Coreference Resolution

no code implementations • EACL 2014 • Mariana S. C. Almeida, Miguel B. Almeida, Andr{\'e} F. T. Martins

coreference-resolution Speaker Identification