1 code implementation • EMNLP 2018 • Kateryna Tymoshenko, Aless Moschitti, ro
High-level semantics tasks, e. g., paraphrasing, textual entailment or question answering, involve modeling of text pairs.
Natural Language Inference Open-Domain Question Answering +1
no code implementations • EMNLP 2017 • Kateryna Tymoshenko, Daniele Bonadiman, Aless Moschitti, ro
Recent work has shown that Tree Kernels (TKs) and Convolutional Neural Networks (CNNs) obtain the state of the art in answer sentence reranking.
no code implementations • 18 Oct 2016 • Giovanni Da San Martino, Alberto Barrón-Cedeño, Salvatore Romeo, Alessandro Moschitti, Shafiq Joty, Fahad A. Al Obaidli, Kateryna Tymoshenko, Antonio Uva
In the case of the Arabic question re-ranking task, for the first time we applied tree kernels on syntactic trees of Arabic sentences.
no code implementations • SEMEVAL 2016 • Alberto Barr{\'o}n-Cede{\~n}o, Daniele Bonadiman, Giovanni Da San Martino, Shafiq Joty, Aless Moschitti, ro, Fahad Al Obaidli, Salvatore Romeo, Kateryna Tymoshenko, Antonio Uva
Ranked #2 on Question Answering on SemEvalCQA