Salvatore Romeo

ConvKN at SemEval-2016 Task 3: Answer and Question Selection for Question Answering on Arabic and English Fora

2016

Alberto Barrón-Cedeño, Daniele Bonadiman, Giovanni Da San Martino, Shafiq Joty, Alessandro Moschitti, Fahad Al Obaidli, Salvatore Romeo, Kateryna Tymoshenko, Antonio Uva. Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016). 2016.

Adversarial Domain Adaptation for Duplicate Question Detection

2018 · arXiv (Cornell University)

We address the problem of detecting duplicate questions in forums, which is an important step towards automating the process of answering new questions. As finding and annotating such potential duplicates manually is very tedious and …

Label Semantic Aware Pre-training for Few-shot Text Classification

2022 · arXiv (Cornell University)

In text classification tasks, useful information is encoded in the label names. Label semantic aware systems have leveraged this information for improved text classification performance during fine-tuning and prediction. However, use of label-semantics during pre-training …