21 citations · 55 across the 10 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
cs.CL2018
WiRe57 : A Fine-Grained Benchmark for Open Information Extraction
William Léchelle, Fabrizio Gotti, Philippe Langlais
We build a reference for the task of Open Information Extraction, on five documents. We tentatively resolve a number of issues that arise, including inference and granularity. We s…
cs.CL2018
Robust Lexical Features for Improved Neural Network Named-Entity Recognition
Abbas Ghaddar, Philippe Langlais
Neural network approaches to Named-Entity Recognition reduce the need for carefully hand-crafted features. While some features do remain in state-of-the-art systems, lexical featur…
cs.CL2018
Extracting Parallel Sentences with Bidirectional Recurrent Neural Networks to Improve Machine Translation
Francis Grégoire, Philippe Langlais
Parallel sentence extraction is a task addressing the data sparsity problem found in multilingual natural language processing applications. We propose a bidirectional recurrent neu…