Salvatore Romeo

According to our database, Salvatore Romeo authored at least 27 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

User Simulation with Large Language Models for Evaluating Task-Oriented Dialogue.

Sam Davidson, Salvatore Romeo, Raphael Shu, James Gung, Arshit Gupta, Saab Mansour, Yi Zhang

CoRR, 2023

Intent Induction from Conversations for Task-Oriented Dialogue Track at DSTC 11.

James Gung, Raphael Shu, Emily Moeng, Wesley Rose, Salvatore Romeo, Yassine Benajiba, Arshit Gupta, Saab Mansour, Yi Zhang

CoRR, 2023

Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification.

Mujeen Sung, James Gung, Elman Mansimov, Nikolaos Pappas, Raphael Shu, Salvatore Romeo, Yi Zhang, Vittorio Castelli

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Dialog2API: Task-Oriented Dialogue with API Description and Example Programs.

Raphael Shu, Elman Mansimov, Tamer Alkhouli, Nikolaos Pappas, Salvatore Romeo, Arshit Gupta, Saab Mansour, Yi Zhang, Dan Roth

CoRR, 2022

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

Aaron Mueller, Jason Krone, Salvatore Romeo, Saab Mansour, Elman Mansimov, Yi Zhang, Dan Roth

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings.

Sawsan Alqahtani, Garima Lalwani, Yi Zhang, Salvatore Romeo, Saab Mansour

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2019

Language processing and learning models for community question answering in Arabic.

Salvatore Romeo, Giovanni Da San Martino, Yonatan Belinkov, Alberto Barrón-Cedeño, Mohamed Eldesouki, Kareem Darwish, Hamdy Mubarak, James R. Glass, Alessandro Moschitti

Inf. Process. Manag., 2019

Tanbih: Get To Know What You Are Reading.

Yifan Zhang, Giovanni Da San Martino, Alberto Barrón-Cedeño, Salvatore Romeo, Jisun An, Haewoon Kwak, Todor Staykovski, Israa Jaradat, Georgi Karadzhov, Ramy Baly, Kareem Darwish, James R. Glass, Preslav Nakov

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

Adversarial Domain Adaptation for Duplicate Question Detection.

Darsh J. Shah, Tao Lei, Alessandro Moschitti, Salvatore Romeo, Preslav Nakov

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

A Flexible, Efficient and Accurate Framework for Community Question Answering Pipelines.

Salvatore Romeo, Giovanni Da San Martino, Alberto Barrón-Cedeño, Alessandro Moschitti

Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, System Demonstrations, 2018

2017

Cross-Language Question Re-Ranking.

Giovanni Da San Martino, Salvatore Romeo, Alberto Barrón-Cedeño, Shafiq R. Joty, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

A Multiple-Instance Learning Approach to Sentence Selection for Question Ranking.

Salvatore Romeo, Giovanni Da San Martino, Alberto Barrón-Cedeño, Alessandro Moschitti

Proceedings of the Advances in Information Retrieval, 2017

2016

ECIR 2016 Workshop on Modeling, Learning and Mining for Cross/Multilinguality (MultiLingMine '16).

Dino Ienco, Mathieu Roche, Salvatore Romeo, Paolo Rosso, Andrea Tagarelli

SIGIR Forum, 2016

Addressing Community Question Answering in English and Arabic.

Giovanni Da San Martino, Alberto Barrón-Cedeño, Salvatore Romeo, Alessandro Moschitti, Shafiq R. Joty, Fahad Al-Obaidli, Kateryna Tymoshenko, Antonio Uva

CoRR, 2016

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

Alberto Barrón-Cedeño, Giovanni Da San Martino, Shafiq R. Joty, Alessandro Moschitti, Fahad Al-Obaidli, Salvatore Romeo, Kateryna Tymoshenko, Antonio Uva

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

MultiLingMine 2016: Modeling, Learning and Mining for Cross/Multilinguality.

Dino Ienco, Mathieu Roche, Salvatore Romeo, Paolo Rosso, Andrea Tagarelli

Proceedings of the Advances in Information Retrieval, 2016

Neural Attention for Learning to Rank Questions in Community Question Answering.

Salvatore Romeo, Giovanni Da San Martino, Alberto Barrón-Cedeño, Alessandro Moschitti, Yonatan Belinkov, Wei-Ning Hsu, Yu Zhang, Mitra Mohtarami, James R. Glass

Proceedings of the COLING 2016, 2016

An Interactive System for Exploring Community Question Answering Forums.

Enamul Hoque, Shafiq R. Joty, Lluís Màrquez, Alberto Barrón-Cedeño, Giovanni Da San Martino, Alessandro Moschitti, Preslav Nakov, Salvatore Romeo, Giuseppe Carenini

Proceedings of the COLING 2016, 2016

Selecting Sentences versus Selecting Tree Constituents for Automatic Question Ranking.

Alberto Barrón-Cedeño, Giovanni Da San Martino, Salvatore Romeo, Alessandro Moschitti

Proceedings of the COLING 2016, 2016

Learning to Re-Rank Questions in Community Question Answering Using Advanced Features.

Giovanni Da San Martino, Alberto Barrón-Cedeño, Salvatore Romeo, Antonio Uva, Alessandro Moschitti

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Multilingual Document Classification via Transductive Learning.

Salvatore Romeo, Dino Ienco, Andrea Tagarelli

Proceedings of the 6th Italian Information Retrieval Workshop, 2015

Knowledge-Based Representation for Transductive Multilingual Document Classification.

Salvatore Romeo, Dino Ienco, Andrea Tagarelli

Proceedings of the Advances in Information Retrieval, 2015

2014

The PackRec system for travel package recommendation.

Roberto Interdonato, Salvatore Romeo, Andrea Tagarelli

Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

Clustering View-Segmented Documents via Tensor Modeling.

Salvatore Romeo, Andrea Tagarelli, Dino Ienco

Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

Semantic-Based Multilingual Document Clustering via Tensor Modeling.

Salvatore Romeo, Andrea Tagarelli, Dino Ienco

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

2013

A Versatile Graph-Based Approach to Package Recommendation.

Roberto Interdonato, Salvatore Romeo, Andrea Tagarelli, George Karypis

Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

A Tensor-based Clustering Approach for Multiple Document Classifications.

Salvatore Romeo, Andrea Tagarelli, Francesco Gullo, Sergio Greco

Proceedings of the ICPRAM 2013, 2013