1 code implementation • EMNLP 2015 • Wang Ling, Tiago Luís, Luís Marujo, Ramón Fernandez Astudillo, Silvio Amir, Chris Dyer, Alan W. black, Isabel Trancoso
We introduce a model for constructing vector representations of words by composing characters using bidirectional LSTMs.
Ranked #4 on Part-Of-Speech Tagging on Penn Treebank
no code implementations • 6 Aug 2015 • Luís Marujo, José Portêlo, Wang Ling, David Martins de Matos, João P. Neto, Anatole Gershman, Jaime Carbonell, Isabel Trancoso, Bhiksha Raj
State-of-the-art extractive multi-document summarization systems are usually designed without any concern about privacy issues, meaning that all documents are open to third parties.
no code implementations • SEMEVAL 2015 • Luís Marujo, Ricardo Ribeiro, David Martins de Matos, João P. Neto, Anatole Gershman, Jaime Carbonell
The increasing amount of online content motivated the development of multi-document summarization methods.
no code implementations • 3 Jun 2015 • Marta Aparício, Paulo Figueiredo, Francisco Raposo, David Martins de Matos, Ricardo Ribeiro, Luís Marujo
We assess the performance of generic text summarization algorithms applied to films and documentaries, using the well-known behavior of summarization of news articles as reference.
no code implementations • 24 Mar 2014 • Luís Marujo, Anatole Gershman, Jaime Carbonell, João P. Neto, David Martins de Matos
Event classification at sentence level is an important Information Extraction task with applications in several NLP, IR, and personalization systems.