204 citations · 437 across the 22 of their papers we have counts for
4 papers · 1 filter
Character-based Neural Machine Translation
Wang Ling, Isabel Trancoso, Chris Dyer +1
We introduce a neural machine translation model that views the input and output sentences as sequences of characters rather than words. Since word-level information provides a cruc…
Privacy-Preserving Multi-Document Summarization
Luís Marujo, José Portêlo, Wang Ling +6
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…
Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation
Wang Ling, Tiago Luís, Luís Marujo +5
We introduce a model for constructing vector representations of words by composing characters using bidirectional LSTMs. Relative to traditional word representation models that hav…
Towards Using Machine Translation Techniques to Induce Multilingual Lexica of Discourse Markers
António Lopes, David Martins de Matos, Vera Cabarrão +4
Discourse markers are universal linguistic events subject to language variation. Although an extensive literature has already reported language specific traits of these events, lit…