Davide Buscaldi

Orcid: 0000-0003-1112-3789

According to our database1, Davide Buscaldi authored at least 139 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Citation prediction by leveraging transformers and natural language processing heuristics.
Inf. Process. Manag., January, 2024

Predicting and analyzing memorization within fine-tuned Large Language Models.
CoRR, 2024

Triplètoile: Extraction of Knowledge from Microblogging Text.
CoRR, 2024

Knowledge Graphs for Digital Transformation Monitoring in Social Media.
Proceedings of the Joint proceedings of the 3rd International workshop on knowledge graph generation from text (TEXT2KG) and Data Quality meets Machine Learning and Knowledge Graphs (DQMLKG) co-located with the Extended Semantic Web Conference ( ESWC 2024), 2024

Automating Citation Placement with Natural Language Processing and Transformers.
Proceedings of the Second International Workshop on Semantic Technologies and Deep Learning Models for Scientific, 2024

Towards a Novel Approach for Knowledge Base Population Using Distant Supervision.
Proceedings of the Pattern Recognition - 16th Mexican Conference, 2024

Workshop on Deep Learning and Large Language Models for Knowledge Graphs (DL4KG).
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Automatic Categorization of ESWD Weather Reports in French.
Proceedings of the Actes du 42ème Congrès INFORSID, Nancy, France, May 28-31, 2024., 2024

Delaunay Graph: Addressing Over-Squashing and Over-Smoothing Using Delaunay Triangulation.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Matrice d'adjacence courbée : intégration de la courbure des arêtes dans la transmission des messages.
Proceedings of the Extraction et Gestion des Connaissances, 2024

Classification of Social Media Hateful Screenshots Inciting Violence and Discrimination.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2024

2023
Word sense induction with agglomerative clustering and mutual information maximization.
AI Open, January, 2023

La détection de textes générés par des modèles de langue : une tâche complexe? Une étude sur des textes académiques.
Proceedings of the Actes de CORIA-TALN 2023. Actes de l'atelier "Analyse et Recherche de Textes Scientifiques", 2023

Enriching with Minority Instances a Corpus of Sentiment Analysis in Spanish.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 2023

RCLN at SemEval-2023 Task 1: Leveraging Stable Diffusion and Image Captions for Visual WSD.
Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Detecting Artificially Generated Academic Text: The Importance of Mimicking Human Utilization of Large Language Models.
Proceedings of the Natural Language Processing and Information Systems, 2023

Towards Automatic Principles of Persuasion Detection Using Machine Learning Approach.
Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2023

A Knowledge Graph-Based Method for the Geolocation of Tweets.
Proceedings of the Workshop Proceedings of the 19th International Conference on Intelligent Environments (IE2023), 2023

Assessing the Impact of Word Embeddings for Relation Prediction: An Empirical Study.
Proceedings of the Joint Proceedings of the Second International Workshop on Knowledge Graph Generation From Text and the First International BiKE Challenge co-located with 20th Extended Semantic Conference (ESWC 2023), 2023

How Good is NLLB for Low-resource Languages? A Study on the Genoese Language.
Proceedings of the 9th Italian Conference on Computational Linguistics, Venice, Italy, November 30, 2023

An Ensemble Method Based on the Combination of Transformers with Convolutional Neural Networks to Detect Artificially Generated Text.
Proceedings of the 21st Annual Workshop of the Australasian Language Technology Association, 2023

2022
Editorial of the Special Issue on Deep Learning and Knowledge Graphs.
Semantic Web, 2022

SCICERO: A deep learning and NLP approach for generating scientific knowledge graphs in the computer science domain.
Knowl. Based Syst., 2022

Special issue on senti-mental health: Future generation sentiment analysis systems.
Future Gener. Comput. Syst., 2022

Word Sense Induction with Hierarchical Clustering and Mutual Information Maximization.
CoRR, 2022

Completing Scientific Facts in Knowledge Graphs of Research Concepts.
IEEE Access, 2022

CS-KG: A Large-Scale Knowledge Graph of Research Entities and Claims in Computer Science.
Proceedings of the Semantic Web - ISWC 2022, 2022

Transformer-Based Models for the Automatic Indexing of Scientific Documents in French.
Proceedings of the Natural Language Processing and Information Systems, 2022

Evaluation of a New Representation for Noise Reduction in Distant Supervision.
Proceedings of the Advances in Computational Intelligence, 2022

A Benchmark Corpus for the Detection of Automatically Generated Text in Academic Publications.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Empirical Comparison of Semantic Similarity Measures for Technical Question Answering.
Proceedings of the New Trends in Database and Information Systems, 2022

2021
Sherloc: a knowledge-driven algorithm for geolocating microblog messages at sub-city level.
Int. J. Geogr. Inf. Sci., 2021

Generating knowledge graphs by employing Natural Language Processing and Machine Learning techniques within the scholarly domain.
Future Gener. Comput. Syst., 2021

Deep Learning Enhanced with Graph Knowledge for Sentiment Analysis.
Proceedings of the Joint Proceedings of the 2nd International Workshop on Deep Learning meets Ontologies and Natural Language Processing (DeepOntoNLP 2021) & 6th International Workshop on Explainable Sentiment Mining and Emotion Detection (X-SENTIMENT 2021) co-located with co-located with 18th Extended Semantic Web Conference 2021, Hersonissos, Greece, June 6th, 2021

2020
Calcul de similarité entre phrases : quelles mesures et quels descripteurs ? (Sentence Similarity : a study on similarity metrics with words and character strings ).
Proceedings of the Actes de la 6e conférence conjointe Journées d'Études sur la Parole (JEP, 2020

AI-KG: An Automatically Generated Knowledge Graph of Artificial Intelligence.
Proceedings of the Semantic Web - ISWC 2020, 2020

TexTrolls: Identifying Trolls on Twitter with Textual and Affective Features.
Proceedings of the Workshop on Online Misinformation- and Harm-Aware Recommender Systems co-located with 14th ACM Conference on Recommender Systems (RecSys 2020), 2020

2019
TexTrolls: Identifying Russian Trolls on Twitter from a Textual Perspective.
CoRR, 2019

Frame-Based Detection of Figurative Language in Tweets [Application Notes].
IEEE Comput. Intell. Mag., 2019

Indexation et appariements de documents cliniques pour le Deft 2019 (Indexing and pairing texts of the medical domain ).
Proceedings of the Actes de la Conférence sur le Traitement Automatique des Langues Naturelles (TALN) PFIA 2019. Défi Fouille de Textes (atelier TALN-RECITAL), 2019

The role of geographic knowledge in sub-city level geolocation.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

Mining Scholarly Publications for Scientific Knowledge Graph Construction.
Proceedings of the Semantic Web: ESWC 2019 Satellite Events, 2019

Mining Scholarly Data for Fine-Grained Knowledge Graph Construction.
Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG2019) Co-located with the 16th Extended Semantic Web Conference 2019 (ESWC 2019), 2019

2018
Apport des dépendances syntaxiques et des patrons séquentiels à l'extraction de relations ().
Proceedings of the Actes de la Conférence TALN. CORIA-TALN-RJC 2018 - Volume 1, 2018

Modèles en Caractères pour la Détection de Polarité dans les Tweets (Character-level Models for Polarity Detection in Tweets ).
Proceedings of the Actes de la Conférence CORIA-TALN-RJC - Volume 2, 2018

SemEval-2018 Task 7: Semantic Relation Extraction and Classification in Scientific Papers.
Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

Tweetaneuse @ AMI EVALITA2018: Character-based Models for the Automatic Misogyny Identification Task (Short Paper).
Proceedings of the Sixth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2018) co-located with the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), 2018

Improving access to scientific literature: a semantic IR perspective.
Proceedings of the 5th Spanish Conference on Information Retrieval, 2018

2017
LIPN-UAM at EmoInt-2017: Combination of Lexicon-based features and Sentence-level Vector Representations for Emotion Intensity Determination.
Proceedings of the 8th Workshop on Computational Approaches to Subjectivity, 2017

LIPN at SemEval-2017 Task 10: Filtering Candidate Keyphrases from Scientific Publications with Part-of-Speech Tag Sequences to Train a Sequence Labeling Model.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

Classification of keyphrases from scientific publications using WordNet and word embeddings.
Proceedings of the Actes du 1er atelier Valorisation et Analyse des Données de la Recherche (VADOR 2017) organisé durant la 35e édition du congrès Informatique des Organisations et Systèmes d'Information et de Décision (INFORSID 2017), 2017

Exploring Vector Spaces for Semantic Relations.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

2016
Détection et classification non supervisées de relations sémantiques dans des articles scientifiques (Unsupervised Classification of Semantic Relations in Scientific Papers).
Proceedings of the Actes de la conférence conjointe JEP-TALN-RECITAL 2016. Volume 2 : TALN (Articles longs), 2016

LIPN-IIMAS at SemEval-2016 Task 1: Random Forest Regression Experiments on Align-and-Differentiate and Word Embeddings penalizing strategies.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Semantic Annotation of the ACL Anthology Corpus for the Automatic Analysis of Scientific Literature.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Unsupervised Relation Extraction in Specialized Corpora Using Sequence Mining.
Proceedings of the Advances in Intelligent Data Analysis XV - 15th International Symposium, 2016

Correlating open rating systems and lived experiences extraction from text.
Proceedings of the Joint Proceedings of the Posters and Demos Track of the 12th International Conference on Semantic Systems, 2016

Event-Based Recognition of Lived Experiences in User Reviews.
Proceedings of the Knowledge Engineering and Knowledge Management, 2016

IRADABE2: Lexicon Merging and Positional Features for Sentiment Analysis in Italian.
Proceedings of Third Italian Conference on Computational Linguistics (CLiC-it 2016) & Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2016), 2016

2015
Sentiment Analysis on Microblogs for Natural Disasters Management: a Study on the 2014 Genoa Floodings.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

ELiRF-UPV en TASS 2015: Análisis de Sentimientos en Twitter.
Proceedings of TASS 2015: Workshop on Sentiment Analysis at SEPLN co-located with 31st SEPLN Conference (SEPLN 2015), 2015

QASSIT: A Pretopological Framework for the Automatic Construction of Lexical Taxonomies from Raw Texts.
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

SOPA: Random Forests Regression for the Semantic Textual Similarity task.
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

Correlating Open Rating Systems and Event Extraction from Text.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

A Random Forest Approach for Authorship Profiling.
Proceedings of the Working Notes of CLEF 2015, 2015

2014
LIPN: Introducing a new Geographical Context Similarity Measure and a Statistical Similarity Measure based on the Bhattacharyya coefficient.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

2013
LIPN-CORE: Semantic Text Similarity using n-grams, WordNet, Syntactic Analysis, ESA and Information Retrieval based Features.
Proceedings of the Second Joint Conference on Lexical and Computational Semantics, 2013

A semi-automatic approach for building ontologies from acollection of structured web documents.
Proceedings of the 7th International Conference on Knowledge Capture, 2013

Effects of Ontology Pitfalls on Ontology-based Information Retrieval Systems.
Proceedings of the KEOD 2013, 2013

Construction semi-automatique d'ontologies à partir d'une collection de pages web structurées.
Proceedings of the IC 2013 : 24es Journées francophones d'Ingénierie des Connaissances (Proceedings of the 24th French Knowledge Engineering Conference), 2013

Enrichissement d'ontologies grâce à l'annotation sémantique de pages web.
Proceedings of the Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier, 2013

YaSemIR: yet another semantic information retrieval system.
Proceedings of the ESAIR'13, 2013

Using the Semantics of Texts for Information Retrieval: A Concept- and Domain Relation-Based Approach.
Proceedings of the New Trends in Databases and Information Systems, 2013

2012
From humor recognition to irony detection: The figurative language of social media.
Data Knowl. Eng., 2012

IRIT: Textual Similarity Combining Conceptual Similarity with an N-Gram Comparison Method.
Proceedings of the 6th International Workshop on Semantic Evaluation, 2012

Voice-QA: Evaluating the Impact of Misrecognized Words on Passage Retrieval.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012

Exploitation de l'asymétrie entre termes pour l'extraction automatique de taxonomies à partir de textes.
Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012

2011
Approaches to disambiguating toponyms.
ACM SIGSPATIAL Special, 2011

Toponym Disambiguation in Information Retrieval.
Proces. del Leng. Natural, 2011

Passage retrieval in legal texts.
J. Log. Algebraic Methods Program., 2011

A pretopological framework for the automatic construction of lexical-semantic structures from texts.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Answering questions with an <i>n</i>-gram based passage retrieval engine.
J. Intell. Inf. Syst., 2010

Evaluation Protocol and Tools for Question-Answering on Speech Transcripts.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

Grounding toponyms in an Italian local news corpus.
Proceedings of the 6th Workshop on Geographic Information Retrieval, 2010

<i>GIR</i>Pharma: a geographic information retrieval approach to locate pharmacies on duty.
Proceedings of the 1st International Conference and Exhibition on Computing for Geospatial Research & Application, 2010

NLEL at RespubliQA 2010.
Proceedings of the CLEF 2010 LABs and Workshops, 2010

2009
An Analysis of the Impact of Ambiguity on Automatic Humour Recognition.
Proceedings of the Text, Speech and Dialogue, 12th International Conference, 2009

Toponym ambiguity in geographical information retrieval.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Geooreka: Enhancing Web Searches with Geographical Information.
Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, 2009

The Impact of Semantic and Morphosyntactic Ambiguity on Automatic Humour Recognition.
Proceedings of the Natural Language Processing and Information Systems, 2009

Evaluating Humorous Features: Towards a Humour Taxonomy.
Proceedings of the 4th Indian International Conference on Artificial Intelligence, 2009

Overview of QAST 2009.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

NLEL-MAAT at CLEF-IP.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

NLEL-MAAT at CLEF-ResPubliQA.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

NLEL-MAAT at ResPubliQA.
Proceedings of the Multilingual Information Access Evaluation I. Text Retrieval Experiments, 2009

NLEL at CLEF 2009 Robust WSD Task.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009

Indexing with WordNet Synonyms May Improve Retrieval Results.
Proceedings of the Multilingual Information Access Evaluation I. Text Retrieval Experiments, 2009

2008
A conceptual density-based approach for the disambiguation of toponyms.
Int. J. Geogr. Inf. Sci., 2008

Geo-WordNet: Automatic Georeferencing of WordNet.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

Map-based vs. knowledge-based toponym disambiguation.
Proceedings of the 5th ACM Workshop On Geographic Information Retrieval, 2008

TextMESS at GeoCLEF 2008: Result Merging with Fuzzy Borda Ranking.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

QA with a Disambiguated Document Collection.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

The UPV at GeoCLEF 2008: The GeoWorSE System.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

Using GeoWordNet for Geographical Information Retrieval.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

Some Experiments in Question Answering with a Disambiguated Document Collection.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

GeoTextMESS: Result Fusion with Fuzzy Borda Ranking in Geographical Information Retrieval.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

2007
Web-based Selection of Optimal Translations of Short Queries.
Proces. del Leng. Natural, 2007

Some Experiments in Humour Recognition Using the Italian Wikiquote Collection.
Proceedings of the Applications of Fuzzy Sets Theory, 2007

UPV-WSD : Combining different WSD Methods by means of Fuzzy Borda Voting.
Proceedings of the 4th International Workshop on Semantic Evaluations, 2007

A comparison of methods for the automatic identification of locations in wikipedia.
Proceedings of the 4th ACM Workshop On Geographic Information Retrieval, 2007

The UPV at GeoCLEF 2007.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

On the Relative Importance of Toponyms in GeoCLEF.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

The UPV at QA@CLEF 2007.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

Web-Based Anaphora Resolution for the QUASAR Question Answering System.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

2006
Spoken QA Based on a Passage Retrieval Engine.
Proceedings of the 2006 IEEE ACL Spoken Language Technology Workshop, 2006

Mining Knowledge fromWikipedia for the Question Answering task.
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006

Inferring Geographical Ontologies from Multiple Resources for Geographical Information Retrieval.
Proceedings of the 3rd ACM Workshop On Geographic Information Retrieval, 2006

R2D2 at GeoCLEF 2006: a Mixed Approach.
Proceedings of the Working Notes for CLEF 2006 Workshop co-located with the 10th European Conference on Digital Libraries (ECDL 2006), 2006


The UPV at QA@CLEF 2006.
Proceedings of the Working Notes for CLEF 2006 Workshop co-located with the 10th European Conference on Digital Libraries (ECDL 2006), 2006

<i>N</i> -Gram vs. Keyword-Based Passage Retrieval for Question Answering.
Proceedings of the Evaluation of Multilingual and Multi-modal Information Retrieval, 2006

WordNet-based Index Terms Expansion for Geographical Information Retrieval.
Proceedings of the Working Notes for CLEF 2006 Workshop co-located with the 10th European Conference on Digital Libraries (ECDL 2006), 2006

A WordNet-Based Indexing Technique for Geographical Information Retrieval.
Proceedings of the Evaluation of Multilingual and Multi-modal Information Retrieval, 2006

A Naïve Bag-of-Words Approach to Wikipedia QA.
Proceedings of the Working Notes for CLEF 2006 Workshop co-located with the 10th European Conference on Digital Libraries (ECDL 2006), 2006

A Bag-of-Words Based Ranking Method for the Wikipedia Question Answering Task.
Proceedings of the Evaluation of Multilingual and Multi-modal Information Retrieval, 2006

Verb Sense Disambiguation Using Support Vector Machines: Impact of WordNet-Extracted Features.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2006

Sense Cluster Based Categorization and Clustering of Abstracts.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2006

2005
A Multilingual Question Answering System using an n-grams based Passage Retrieval Engine.
Proceedings of the 2nd Indian International Conference on Artificial Intelligence, 2005

QUASAR: The Question Answering System of the Universidad Politécnica de Valencia.
Proceedings of the Accessing Multilingual Information Repositories, 2005

Monolingual and Cross-language QA using a QA-oriented Passage Retrieval System.
Proceedings of the Working Notes for CLEF 2005 Workshop co-located with the 9th European Conference on Digital Libraries (ECDL 2005), 2005

A WordNet-based Query Expansion Method for Geographical Information Retrieval.
Proceedings of the Working Notes for CLEF 2005 Workshop co-located with the 9th European Conference on Digital Libraries (ECDL 2005), 2005

Using the WordNet Ontology in the GeoCLEF Geographical Information Retrieval Task.
Proceedings of the Accessing Multilingual Information Repositories, 2005

Two Web-Based Approaches for Noun Sense Disambiguation.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2005

Context Expansion with Global Keywords for a Conceptual Density-Based WSD.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2005

2004
Integrating Conceptual Density with WordNet Domains and CALD Glosses for Noun Sense Disambiguation.
Proceedings of the Advances in Natural Language Processing, 4th International Conference, 2004

The upv-unige-CIAOSENSO WSD system.
Proceedings of the Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text, 2004

2003
Un Método Automático para la Desambiguación Léxica de Nombres.
Rev. Colomb. de Computación, 2003

Tag semantics for the retrieval of XML documents.
Proceedings of the 1st Intenational Symposium on Information and Communication Technologies, 2003

Automatic Noun Sense Disambiguation.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2003


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