A Tensor-based Clustering Approach for Multiple Document Classifications. - Salvatore Romeo; Andrea Tagarelli; Francesco Gullo; Sergio Greco (ICPRAM, 2013)

A Versatile Graph-Based Approach to Package Recommendation. - Roberto Interdonato; Salvatore Romeo; Andrea Tagarelli; George Karypis (ICTAI, 2013)

Semantic-Based Multilingual Document Clustering via Tensor Modeling. - Salvatore Romeo; Andrea Tagarelli; Dino Ienco (EMNLP, 2014)

Clustering View-Segmented Documents via Tensor Modeling. - Salvatore Romeo; Andrea Tagarelli; Dino Ienco (ISMIS, 2014)

The PackRec system for travel package recommendation. - Roberto Interdonato; Salvatore Romeo; Andrea Tagarelli (SEBD, 2014)

Knowledge-Based Representation for Transductive Multilingual Document Classification. - Salvatore Romeo; Dino Ienco; Andrea Tagarelli (ECIR, 2015)

Multilingual Document Classification via Transductive Learning. - Salvatore Romeo; Dino Ienco; Andrea Tagarelli (IIR, 2015)

Learning to Re-Rank Questions in Community Question Answering Using Advanced Features. - Giovanni Da San Martino; Alberto Barrón-Cedeño; Salvatore Romeo; Antonio Uva 001; Alessandro Moschitti (CIKM, 2016)

Selecting Sentences versus Selecting Tree Constituents for Automatic Question Ranking. - Alberto Barrón-Cedeño; Giovanni Da San Martino; Salvatore Romeo; Alessandro Moschitti (COLING, 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 (COLING (Demos), 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 033; Mitra Mohtarami; James R. Glass (COLING, 2016)

MultiLingMine 2016: Modeling, Learning and Mining for Cross/Multilinguality. - Dino Ienco; Mathieu Roche; Salvatore Romeo; Paolo Rosso; Andrea Tagarelli (ECIR, 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 001 (SemEval@NAACL-HLT, 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 001 (CoRR, 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)

A Multiple-Instance Learning Approach to Sentence Selection for Question Ranking. - Salvatore Romeo; Giovanni Da San Martino; Alberto Barrón-Cedeño; Alessandro Moschitti (ECIR, 2017)

Cross-Language Question Re-Ranking. - Giovanni Da San Martino; Salvatore Romeo; Alberto Barrón-Cedeño; Shafiq R. Joty; Lluís Màrquez; Alessandro Moschitti; Preslav Nakov (SIGIR, 2017)

A Flexible, Efficient and Accurate Framework for Community Question Answering Pipelines. - Salvatore Romeo; Giovanni Da San Martino; Alberto Barrón-Cedeño; Alessandro Moschitti (ACL (4), 2018)

Adversarial Domain Adaptation for Duplicate Question Detection. - Darsh J. Shah; Tao Lei 001; Alessandro Moschitti; Salvatore Romeo; Preslav Nakov (EMNLP, 2018)

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; et al. (EMNLP/IJCNLP (3), 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)

Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings. - Sawsan Alqahtani; Garima Lalwani; Yi Zhang; Salvatore Romeo; Saab Mansour (EMNLP (Findings), 2021)

Label Semantic Aware Pre-training for Few-shot Text Classification. - Aaron Mueller; Jason Krone; Salvatore Romeo; Saab Mansour; Elman Mansimov; Yi Zhang 001; Dan Roth 001 (ACL (1), 2022)

Dialog2API: Task-Oriented Dialogue with API Description and Example Programs. - Raphael Shu; Elman Mansimov; Tamer Alkhouli; Nikolaos Pappas 004; Salvatore Romeo; Arshit Gupta; Saab Mansour; Yi Zhang 001; Dan Roth 001 (CoRR, 2022)

Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification. - Mujeen Sung; James Gung; Elman Mansimov; Nikolaos Pappas 004; Raphael Shu; Salvatore Romeo; Yi Zhang 001; Vittorio Castelli (EMNLP, 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)

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)

TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues. - Yubin Ge; Salvatore Romeo; Jason Cai; Raphael Shu; Yassine Benajiba; Monica Sunkara; Yi Zhang (ACL (Findings), 2025)