Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Simone Paolo Ponzetto

Large-scale Taxonomy Induction Using Entity and Word Embeddings


May 04, 2021
Petar Ristoski, Stefano Faralli, Simone Paolo Ponzetto, Heiko Paulheim

* Published at IEEE/WIC/ACM International Conference on Web Intelligence 2017 (WI'17) 

  Access Paper or Ask Questions

DebIE: A Platform for Implicit and Explicit Debiasing of Word Embedding Spaces


Mar 11, 2021
Niklas Friedrich, Anne Lauscher, Simone Paolo Ponzetto, Goran Glavaš

* Accepted as EACL21 Demo 

  Access Paper or Ask Questions

FakeFlow: Fake News Detection by Modeling the Flow of Affective Information


Jan 24, 2021
Bilal Ghanem, Simone Paolo Ponzetto, Paolo Rosso, Francisco Rangel

* 9 pages, 6 figures, EACL-2021 

  Access Paper or Ask Questions

Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval


Jan 21, 2021
Robert Litschko, Ivan Vulić, Simone Paolo Ponzetto, Goran Glavaš

* accepted at ECIR'21 (preprint) 

  Access Paper or Ask Questions

Self-Supervised Learning for Visual Summary Identification in Scientific Publications


Jan 14, 2021
Shintaro Yamamoto, Anne Lauscher, Simone Paolo Ponzetto, Goran Glavaš, Shigeo Morishima


  Access Paper or Ask Questions

AraWEAT: Multidimensional Analysis of Biases in Arabic Word Embeddings


Nov 03, 2020
Anne Lauscher, Rafik Takieddin, Simone Paolo Ponzetto, Goran Glavaš

* accepted for WANLP 20 

  Access Paper or Ask Questions

Word Sense Disambiguation for 158 Languages using Word Embeddings Only


Mar 14, 2020
Varvara Logacheva, Denis Teslenko, Artem Shelmanov, Steffen Remus, Dmitry Ustalov, Andrey Kutuzov, Ekaterina Artemova, Chris Biemann, Simone Paolo Ponzetto, Alexander Panchenko

* 10 pages, 5 figures, 4 tables, accepted at LREC 2020 

  Access Paper or Ask Questions

FacTweet: Profiling Fake News Twitter Accounts


Oct 15, 2019
Bilal Ghanem, Simone Paolo Ponzetto, Paolo Rosso

* 6 pages 

  Access Paper or Ask Questions

A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces


Sep 13, 2019
Anne Lauscher, Goran Glavaš, Simone Paolo Ponzetto, Ivan Vulić


  Access Paper or Ask Questions

Unmasking Bias in News


Jun 11, 2019
Javier Sánchez-Junquera, Paolo Rosso, Manuel Montes-y-Gómez, Simone Paolo Ponzetto


  Access Paper or Ask Questions

Political Text Scaling Meets Computational Semantics


May 08, 2019
Federico Nanni, Goran Glavas, Simone Paolo Ponzetto, Heiner Stuckenschmidt

* Updated version - corrected typo in Figure 5 

  Access Paper or Ask Questions

HHMM at SemEval-2019 Task 2: Unsupervised Frame Induction using Contextualized Word Embeddings


May 05, 2019
Saba Anwar, Dmitry Ustalov, Nikolay Arefyev, Simone Paolo Ponzetto, Chris Biemann, Alexander Panchenko

* 5 pages, 3 tables, accepted at SemEval 2019 

  Access Paper or Ask Questions

Knowledge-rich Image Gist Understanding Beyond Literal Meaning


Apr 18, 2019
Lydia Weiland, Ioana Hulpus, Simone Paolo Ponzetto, Wolfgang Effelsberg, Laura Dietz

* Data & Knowledge Engineering, Volume 117, September 2018, Pages 114-132 

  Access Paper or Ask Questions

Providing Advanced Access to Historical War Memoirs Through the Identification of Events, Participants and Roles


Apr 08, 2019
Marco Rovera, Federico Nanni, Simone Paolo Ponzetto

* 10 pages, 3 figures 

  Access Paper or Ask Questions

Unsupervised Sense-Aware Hypernymy Extraction


Sep 17, 2018
Dmitry Ustalov, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto

* In Proceedings of the 14th Conference on Natural Language Processing (KONVENS 2018). Vienna, Austria 

  Access Paper or Ask Questions

Local-Global Graph Clustering with Applications in Sense and Frame Induction


Aug 20, 2018
Dmitry Ustalov, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto

* 29 pages, 13 figures, submitted to the Computational Linguistics journal 

  Access Paper or Ask Questions

Unsupervised Semantic Frame Induction using Triclustering


May 18, 2018
Dmitry Ustalov, Alexander Panchenko, Andrei Kutuzov, Chris Biemann, Simone Paolo Ponzetto

* 8 pages, 1 figure, 4 tables, accepted at ACL 2018 

  Access Paper or Ask Questions

Unsupervised Cross-Lingual Information Retrieval using Monolingual Data Only


May 02, 2018
Robert Litschko, Goran Glavaš, Simone Paolo Ponzetto, Ivan Vulić

* accepted at SIGIR'18 (preprint) 

  Access Paper or Ask Questions

An Unsupervised Word Sense Disambiguation System for Under-Resourced Languages


Apr 27, 2018
Dmitry Ustalov, Denis Teslenko, Alexander Panchenko, Mikhail Chernoskutov, Chris Biemann, Simone Paolo Ponzetto

* In Proceedings of the 11th Conference on Language Resources and Evaluation (LREC 2018). Miyazaki, Japan 

  Access Paper or Ask Questions

Enriching Frame Representations with Distributionally Induced Senses


Mar 15, 2018
Stefano Faralli, Alexander Panchenko, Chris Biemann, Simone Paolo Ponzetto

* In Proceedings of the 11th Conference on Language Resources and Evaluation (LREC 2018). Miyazaki, Japan. ELRA 

  Access Paper or Ask Questions

Building a Web-Scale Dependency-Parsed Corpus from CommonCrawl


Feb 28, 2018
Alexander Panchenko, Eugen Ruppert, Stefano Faralli, Simone Paolo Ponzetto, Chris Biemann

* In Proceedings of the 11th Conference on Language Resources and Evaluation (LREC'2018). Miyazaki, Japan 

  Access Paper or Ask Questions

A Resource-Light Method for Cross-Lingual Semantic Textual Similarity


Jan 19, 2018
Goran Glavaš, Marc Franco-Salvador, Simone Paolo Ponzetto, Paolo Rosso

* Accepted for publication in Knowledge-Based Systems journal 

  Access Paper or Ask Questions

A Framework for Enriching Lexical Semantic Resources with Distributional Semantics


Dec 23, 2017
Chris Biemann, Stefano Faralli, Alexander Panchenko, Simone Paolo Ponzetto

* Accepted for publication in the journal of Natural Language Engineering, 2018 

  Access Paper or Ask Questions

Unsupervised, Knowledge-Free, and Interpretable Word Sense Disambiguation


Jul 21, 2017
Alexander Panchenko, Fide Marten, Eugen Ruppert, Stefano Faralli, Dmitry Ustalov, Simone Paolo Ponzetto, Chris Biemann

* In Proceedings of the the Conference on Empirical Methods on Natural Language Processing (EMNLP 2017). 2017. Copenhagen, Denmark. Association for Computational Linguistics 

  Access Paper or Ask Questions