Enrico Palumbo

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 30

Top Topics

Electric Vehicles

Recurrent Neural Networks

Language Understanding

Item Recommendation

Top Venues

ESWC (Satellite Events)

WWW (Companion Volume)

Publications

Yijun Tian, Maryam Aziz, Alice Wang, Enrico Palumbo, Hugues Bouchard
Structural Podcast Content Modeling with Generalizability. WWW (Companion Volume) (2024)
Andrea Bacciu, Enrico Palumbo, Andreas Damianou, Nicola Tonellotto, Fabrizio Silvestri
Generating Query Recommendations via LLMs. CoRR (2024)
Andreas Damianou, Francesco Fabbri, Paul Gigioli, Marco De Nadai, Alice Wang, Enrico Palumbo, Mounia Lalmas
Towards Graph Foundation Models for Personalization. WWW (Companion Volume) (2024)
Andreas Damianou, Francesco Fabbri, Paul Gigioli, Marco De Nadai, Alice Wang, Enrico Palumbo, Mounia Lalmas
Towards Graph Foundation Models for Personalization. CoRR (2024)
Gustavo Penha, Enrico Palumbo, Maryam Aziz, Alice Wang, Hugues Bouchard
Improving Content Retrievability in Search with Controllable Query Generation. CoRR (2023)
Enrico Palumbo, Andreas Damianou, Alice Wang, Alva Liu, Ghazal Fazelnia, Francesco Fabbri, Rui Ferreira, Fabrizio Silvestri, Hugues Bouchard, Claudia Hauff, Mounia Lalmas, Ben Carterette, Praveen Chandar, David Nyhan
Graph Learning for Exploratory Query Suggestions in an Instant Search System. CIKM (2023)
Alva Liu, Humberto Jesús Corona Pampin, Enrico Palumbo
Bootstrapping Query Suggestions in Spotify's Instant Search System. SIGIR (2023)
Gustavo Penha, Enrico Palumbo, Maryam Aziz, Alice Wang, Hugues Bouchard
Improving Content Retrievability in Search with Controllable Query Generation. WWW (2023)
Donato Crisostomi, Andrea Caciolai, Alessandro Pedrani, Kay Rottmann, Alessandro Manzotti, Enrico Palumbo, Davide Bernardi
Mitigating the Burden of Redundant Datasets via Batch-Wise Unique Samples and Frequency-Aware Losses. ACL (industry) (2023)
Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudre, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hüser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Lizhen Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gökhan Tür, Prem Natarajan
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. KDD (2022)
Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudre, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hüser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Liz Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gökhan Tür, Prem Natarajan
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. CoRR (2022)
Enrico Palumbo, Andrea Mezzalira, Cristina Marco, Alessandro Manzotti, Daniele Amberti
Semantic Diversity for Natural Language Understanding Evaluation in Dialog Systems. COLING (Industry) (2020)
Enrico Palumbo, Diego Monti, Giuseppe Rizzo, Raphaël Troncy, Elena Baralis
entity2rec: Property-specific knowledge graph embeddings for item recommendation. Expert Syst. Appl. 151 (2020)
Diego Monti, Enrico Palumbo, Giuseppe Rizzo, Maurizio Morisio
Sequeval: An Offline Evaluation Framework for Sequence-Based Recommender Systems. Inf. 10 (5) (2019)
Enrico Palumbo, Giuseppe Rizzo, Raphaël Troncy
STEM: Stacked threshold-based entity matching for knowledge base generation. Semantic Web 10 (1) (2019)
Enrico Palumbo, Alberto Buzio, Andrea Gaiardo, Giuseppe Rizzo, Raphaël Troncy, Elena Baralis
Tinderbook: Fall in Love with Culture. ESWC (2019)
Enrico Palumbo, Giuseppe Rizzo, Raphaël Troncy, Elena Baralis, Michele Osella, Enrico Ferro
Translational Models for Item Recommendation. ESWC (Satellite Events) (2018)
Enrico Palumbo, Giuseppe Rizzo, Raphaël Troncy, Elena Baralis, Michele Osella, Enrico Ferro
Knowledge Graph Embeddings with node2vec for Item Recommendation. ESWC (Satellite Events) (2018)
Brunella Caroleo, Enrico Palumbo, Michele Osella, Antonio Lotito, Giuseppe Rizzo, Enrico Ferro, Antonio Attanasio, Silvia Chiusano, Giulio Zuccaro, Mattia Leone, Daniela De Gregorio
A Knowledge-Based Multi-Criteria Decision Support System Encompassing Cascading Effects for Disaster Management. Int. J. Inf. Technol. Decis. Mak. 17 (5) (2018)
Diego Monti, Enrico Palumbo, Giuseppe Rizzo, Maurizio Morisio
Sequeval: A Framework to Assess and Benchmark Sequence-based Recommender Systems. CoRR (2018)
Diego Monti, Enrico Palumbo, Giuseppe Rizzo, Pasquale Lisena, Raphaël Troncy, Michael Fell, Elena Cabrio, Maurizio Morisio
An Ensemble Approach of Recurrent Neural Networks using Pre-Trained Embeddings for Playlist Completion. RecSys Challenge (2018)
Enrico Palumbo, Giuseppe Rizzo, Raphaël Troncy, Elena Baralis, Michele Osella, Enrico Ferro
An Empirical Comparison of Knowledge Graph Embeddings for Item Recommendation. DL4KGS@ESWC (2018)
Giulio Carducci, Giuseppe Rizzo, Diego Monti, Enrico Palumbo, Maurizio Morisio
TwitPersonality: Computing Personality Traits from Tweets Using Word Embeddings and Supervised Learning. Inf. 9 (5) (2018)
Diego Monti, Enrico Palumbo, Giuseppe Rizzo, Raphaël Troncy, Maurizio Morisio
Semantic Trails of City Explorations: How Do We Live a City. CoRR (2018)
Enrico Palumbo, Giuseppe Rizzo, Raphaël Troncy
entity2rec: Learning User-Item Relatedness from Knowledge Graphs for Top-N Item Recommendation. RecSys (2017)
Brunella Caroleo, Elisa Pautasso, Michele Osella, Enrico Palumbo, Enrico Ferro
Assessing the Impacts of Electric Vehicles Uptake: A System Dynamics Approach. COMPSAC (2) (2017)
Raphaël Troncy, Giuseppe Rizzo, Anthony Jameson, Óscar Corcho, Julien Plu, Enrico Palumbo, Juan Carlos Ballesteros Hermida, Adrian Spirescu, Kai-Dominik Kuhn, Catalin-Mihai Barbu, Matteo Rossi, Irene Celino, Rachit Agarwal, Christian Scanu, Massimo Valla, Timber Haaker
3cixty: Building comprehensive knowledge bases for city exploration. J. Web Semant. (2017)
Raphaël Troncy, Enrico Palumbo, Efstratios Sygkounas, Giuseppe Rizzo
SentiME++ at SemEval-2017 Task 4: Stacking State-of-the-Art Classifiers to Enhance Sentiment Classification. SemEval@ACL (2017)
Enrico Palumbo, Giuseppe Rizzo, Raphaël Troncy, Elena Baralis
Predicting Your Next Stop-over from Location-based Social Network Data with Recurrent Neural Networks. RecTour@RecSys (2017)
Enrico Palumbo, Giuseppe Rizzo, Raphaël Troncy
An Ensemble Approach to Financial Entity Matching for the FEIII 2016 Challenge. DSMM@SIGMOD (2016)
Walter Allasia, Enrico Palumbo
A complex network model of semantic memory impairments. ICME Workshops (2015)
Enrico Palumbo, Walter Allasia
Semantic Similarity Between Images: A Novel Approach Based on a Complex Network of Free Word Associations. SISAP (2015)