Salvatore Romeo

38 papers A* 5A 4B 3C 2Journal 14Unranked 9
YearRankTypeTitle / Venue / Authors
2025 A* conf
SAMULE: Self-Learning Agents Enhanced by Multi-level Reflection.
EMNLP
Yubin Ge, Salvatore Romeo, Jason Cai, Monica Sunkara, Yi Zhang
2025 J jnl
SAMULE: Self-Learning Agents Enhanced by Multi-level Reflection.
CoRR
Yubin Ge, Salvatore Romeo, Jason Cai, Monica Sunkara, Yi Zhang
2025 — conf
TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues.
ACL (Findings)
Yubin Ge, Salvatore Romeo, Jason Cai, Raphael Shu, Yassine Benajiba, Monica Sunkara, Yi Zhang
2025 J jnl
TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues.
CoRR
Yubin Ge, Salvatore Romeo, Jason Cai, Raphael Shu, Monica Sunkara, Yassine Benajiba, Yi Zhang
2023 J jnl
Intent Induction from Conversations for Task-Oriented Dialogue Track at DSTC 11.
CoRR
James Gung, Raphael Shu, Emily Moeng, Wesley Rose, Salvatore Romeo, Yassine Benajiba, Arshit Gupta, Saab Mansour, Yi Zhang
2023 A* conf
Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification.
EMNLP
Mujeen Sung, James Gung, Elman Mansimov, Nikolaos Pappas, Raphael Shu, Salvatore Romeo, Yi Zhang, Vittorio Castelli
2023 J jnl
Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification.
CoRR
Mujeen Sung, James Gung, Elman Mansimov, Nikolaos Pappas, Raphael Shu, Salvatore Romeo, Yi Zhang, Vittorio Castelli
2023 J jnl
User Simulation with Large Language Models for Evaluating Task-Oriented Dialogue.
CoRR
Sam Davidson, Salvatore Romeo, Raphael Shu, James Gung, Arshit Gupta, Saab Mansour, Yi Zhang
2022 J jnl
Dialog2API: Task-Oriented Dialogue with API Description and Example Programs.
CoRR
Raphael Shu, Elman Mansimov, Tamer Alkhouli, Nikolaos Pappas, Salvatore Romeo, Arshit Gupta, Saab Mansour, Yi Zhang, Dan Roth
2022 — conf
Label Semantic Aware Pre-training for Few-shot Text Classification.
ACL (1)
Aaron Mueller, Jason Krone, Salvatore Romeo, Saab Mansour, Elman Mansimov, Yi Zhang, Dan Roth
2022 J jnl
Label Semantic Aware Pre-training for Few-shot Text Classification.
CoRR
Aaron Mueller, Jason Krone, Salvatore Romeo, Saab Mansour, Elman Mansimov, Yi Zhang, Dan Roth
2021 — conf
Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings.
EMNLP (Findings)
Sawsan Alqahtani, Garima Lalwani, Yi Zhang, Salvatore Romeo, Saab Mansour
2021 J jnl
Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings.
CoRR
Sawsan Alqahtani, Garima Lalwani, Yi Zhang, Salvatore Romeo, Saab Mansour
2019 J jnl
Language processing and learning models for community question answering in Arabic.
Inf. Process. Manag.
Salvatore Romeo, Giovanni Da San Martino, Yonatan Belinkov, Alberto Barrón-Cedeño, Mohamed Eldesouki, Kareem Darwish, Hamdy Mubarak, James R. Glass, Alessandro Moschitti
2019 — conf
Tanbih: Get To Know What You Are Reading.
EMNLP/IJCNLP (3)
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
2019 J jnl
Tanbih: Get To Know What You Are Reading.
CoRR
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
2018 — conf
A Flexible, Efficient and Accurate Framework for Community Question Answering Pipelines.
ACL (4)
Salvatore Romeo, Giovanni Da San Martino, Alberto Barrón-Cedeño, Alessandro Moschitti
2018 A* conf
Adversarial Domain Adaptation for Duplicate Question Detection.
EMNLP
Darsh J. Shah, Tao Lei, Alessandro Moschitti, Salvatore Romeo, Preslav Nakov
2018 J jnl
Adversarial Domain Adaptation for Duplicate Question Detection.
CoRR
Darsh J. Shah, Tao Lei, Alessandro Moschitti, Salvatore Romeo, Preslav Nakov
2017 A conf
A Multiple-Instance Learning Approach to Sentence Selection for Question Ranking.
ECIR
Salvatore Romeo, Giovanni Da San Martino, Alberto Barrón-Cedeño, Alessandro Moschitti
2017 A* conf
Cross-Language Question Re-Ranking.
SIGIR
Giovanni Da San Martino, Salvatore Romeo, Alberto Barrón-Cedeño, Shafiq R. Joty, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov
2017 J jnl
Cross-Language Question Re-Ranking.
CoRR
Giovanni Da San Martino, Salvatore Romeo, Alberto Barrón-Cedeño, Shafiq R. Joty, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov
2016 J jnl
Addressing Community Question Answering in English and Arabic.
CoRR
Giovanni Da San Martino, Alberto Barrón-Cedeño, Salvatore Romeo, Alessandro Moschitti, Shafiq R. Joty, Fahad Al-Obaidli, Kateryna Tymoshenko, Antonio Uva
2016 — conf
An Interactive System for Exploring Community Question Answering Forums.
COLING (Demos)
Enamul Hoque, Shafiq R. Joty, Lluís Màrquez, Alberto Barrón-Cedeño, Giovanni Da San Martino, Alessandro Moschitti, Preslav Nakov, Salvatore Romeo, Giuseppe Carenini
2016 — conf
ConvKN at SemEval-2016 Task 3: Answer and Question Selection for Question Answering on Arabic and English Fora.
SemEval@NAACL-HLT
Alberto Barrón-Cedeño, Giovanni Da San Martino, Shafiq R. Joty, Alessandro Moschitti, Fahad Al-Obaidli, Salvatore Romeo, Kateryna Tymoshenko, Antonio Uva
2016 J jnl
ECIR 2016 Workshop on Modeling, Learning and Mining for Cross/Multilinguality (MultiLingMine '16).
SIGIR Forum
Dino Ienco, Mathieu Roche, Salvatore Romeo, Paolo Rosso, Andrea Tagarelli
2016 A conf
Learning to Re-Rank Questions in Community Question Answering Using Advanced Features.
CIKM
Giovanni Da San Martino, Alberto Barrón-Cedeño, Salvatore Romeo, Antonio Uva, Alessandro Moschitti
2016 A conf
MultiLingMine 2016: Modeling, Learning and Mining for Cross/Multilinguality.
ECIR
Dino Ienco, Mathieu Roche, Salvatore Romeo, Paolo Rosso, Andrea Tagarelli
2016 B conf
Neural Attention for Learning to Rank Questions in Community Question Answering.
COLING
Salvatore Romeo, Giovanni Da San Martino, Alberto Barrón-Cedeño, Alessandro Moschitti, Yonatan Belinkov, Wei-Ning Hsu, Yu Zhang, Mitra Mohtarami, James R. Glass
2016 — ed.
Proceedings of the First Workshop on Modeling, Learning and Mining for Cross/Multilinguality (MultiLingMine 2016) co-located with the 38th European Conference on Information Retrieval (ECIR 2016), Padova, Italy, March 20, 2016.
MultiLingMine@ECIR
Dino Ienco, Mathieu Roche, Salvatore Romeo, Paolo Rosso, Andrea Tagarelli
2016 B conf
Selecting Sentences versus Selecting Tree Constituents for Automatic Question Ranking.
COLING
Alberto Barrón-Cedeño, Giovanni Da San Martino, Salvatore Romeo, Alessandro Moschitti
2015 A conf
Knowledge-Based Representation for Transductive Multilingual Document Classification.
ECIR
Salvatore Romeo, Dino Ienco, Andrea Tagarelli
2015 — conf
Multilingual Document Classification via Transductive Learning.
IIR
Salvatore Romeo, Dino Ienco, Andrea Tagarelli
2014 C conf
Clustering View-Segmented Documents via Tensor Modeling.
ISMIS
Salvatore Romeo, Andrea Tagarelli, Dino Ienco
2014 A* conf
Semantic-Based Multilingual Document Clustering via Tensor Modeling.
EMNLP
Salvatore Romeo, Andrea Tagarelli, Dino Ienco
2014 — conf
The PackRec system for travel package recommendation.
SEBD
Roberto Interdonato, Salvatore Romeo, Andrea Tagarelli
2013 C conf
A Tensor-based Clustering Approach for Multiple Document Classifications.
ICPRAM
Salvatore Romeo, Andrea Tagarelli, Francesco Gullo, Sergio Greco
2013 B conf
A Versatile Graph-Based Approach to Package Recommendation.
ICTAI
Roberto Interdonato, Salvatore Romeo, Andrea Tagarelli, George Karypis