Elisabetta Fersini

According to our database1, Elisabetta Fersini authored at least 80 papers between 2006 and 2022.

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

Timeline

Legend:

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Bibliography

2022
One Configuration to Rule Them All? Towards Hyperparameter Transfer in Topic Models using Multi-Objective Bayesian Optimization.
CoRR, 2022

SemEval-2022 Task 5: Multimedia Automatic Misogyny Identification.
Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

Overview of PAN 2022: Authorship Verification, Profiling Irony and Stereotype Spreaders, Style Change Detection, and Trigger Detection - Extended Abstract.
Proceedings of the Advances in Information Retrieval, 2022

Profiling Irony and Stereotype Spreaders on Twitter (IROSTEREO). Overview for PAN at CLEF 2022.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021
LearningToAdapt with word embeddings: Domain adaptation of Named Entity Recognition systems.
Inf. Process. Manag., 2021

Benchmark dataset of memes with text transcriptions for automatic detection of multi-modal misogynistic content.
CoRR, 2021

An Empirical Analysis of Topic Models: Uncovering the Relationships between Hyperparameters, Document Length and Performance Measures.
Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

Word Embedding-Based Topic Similarity Measures.
Proceedings of the Natural Language Processing and Information Systems, 2021

On the Generalization of Figurative Language Detection: The Case of Irony and Sarcasm.
Proceedings of the Natural Language Processing and Information Systems, 2021

OCTIS: Comparing and Optimizing Topic models is Simple!
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, 2021

Cross-lingual Contextualized Topic Models with Zero-shot Learning.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

OCTIS 2.0: Optimizing and Comparing Topic Models in Italian Is Even Simpler!
Proceedings of the Eighth Italian Conference on Computational Linguistics, 2021

Deep Learning Representations in Automatic Misogyny Identification: What Do We Gain and What Do We Miss?
Proceedings of the Eighth Italian Conference on Computational Linguistics, 2021

Profiling Hate Speech Spreaders on Twitter Task at PAN 2021.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

Misogynous MEME Recognition: A Preliminary Study.
Proceedings of the AIxIA 2021 - Advances in Artificial Intelligence, 2021

2020
Constrained Relational Topic Models.
Inf. Sci., 2020

CAGE: Constrained deep Attributed Graph Embedding.
Inf. Sci., 2020

Relational Bayesian Model Averaging for Sentiment Analysis in Social Networks.
Proceedings of the Machine Learning, Optimization, and Data Science, 2020

Profiling Italian Misogynist: An Empirical Study.
Proceedings of the Workshop on Resources and Techniques for User and Author Profiling in Abusive Language, 2020

AMI @ EVALITA2020: Automatic Misogyny Identification.
Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), 2020

Profiling Fake News Spreaders: Stylometry, Personality, Emotions and Embeddings.
Proceedings of the Working Notes of CLEF 2020, 2020

Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models.
Proceedings of the First Workshop on Insights from Negative Results in NLP, 2020

2019
Ensemble learning on visual and textual data for social image emotion classification.
Int. J. Mach. Learn. Cybern., 2019

Computers & operations research.
Comput. Oper. Res., 2019

Unintended Bias in Misogyny Detection.
Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019

SemEval-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in Twitter.
Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

Word Embeddings for Unsupervised Named Entity Linking.
Proceedings of the Knowledge Science, Engineering and Management, 2019

Detecting Sexist MEME On The Web: A Study on Textual and Visual Cues.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2019

2018
A comparison of graph-based word sense induction clustering algorithms in a pseudoword evaluation framework.
Lang. Resour. Evaluation, 2018

Overview of the Task on Automatic Misogyny Identification at IberEval 2018.
Proceedings of the Third Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2018) co-located with 34th Conference of the Spanish Society for Natural Language Processing (SEPLN 2018), 2018

Automatic Identification and Classification of Misogynistic Language on Twitter.
Proceedings of the Natural Language Processing and Information Systems, 2018

Adapting Named Entity Types to New Ontologies in a Microblogging Environment.
Proceedings of the Recent Trends and Future Technology in Applied Intelligence, 2018

Multimodal Classification of Sexist Advertisements.
Proceedings of the 15th International Joint Conference on e-Business and Telecommunications, 2018

Overview of the Evalita 2018 Task on Automatic Misogyny Identification (AMI).
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

SeCredISData 2018: Special Session on Sentiment, Emotion, and Credibility of Information in Social Data.
Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018

2017
Approval network: a novel approach for sentiment analysis in social networks.
World Wide Web, 2017

Earthquake management: a decision support system based on natural language processing.
J. Ambient Intell. Humaniz. Comput., 2017

Towards adaptation of named entity classification.
Proceedings of the Symposium on Applied Computing, 2017

Actively Learning to Rank Semantic Associations for Personalized Contextual Exploration of Knowledge Graphs.
Proceedings of the Semantic Web - 14th International Conference, 2017

TWINE: A real-time system for TWeet analysis via INformation Extraction.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

A Multi-View Sentiment Corpus.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

2016
Expressive signals in social media languages to improve polarity detection.
Inf. Process. Manag., 2016

UniMiB: Entity Linking in Tweets using Jaro-Winkler Distance, Popularity and Coherence.
Proceedings of the 6th Workshop on 'Making Sense of Microposts' co-located with the 25th International World Wide Web Conference (WWW 2016), 2016

Deep Learning and Ensemble Methods for Domain Adaptation.
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

Unsupervised Irony Detection: A Probabilistic Model with Word Embeddings.
Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2016) - Volume 1: KDIR, Porto - Portugal, November 9, 2016

UNIMIB@NEEL-IT: Named Entity Recognition and Linking of Italian Tweets.
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
Legal retrieval as support to eMediation: matching disputant's case and court decisions.
Artif. Intell. Law, 2015

Leveraging Entity Linking to Enhance Entity Recognition in Microblogs.
Proceedings of the KDIR 2015, 2015

Overlapping Kernel-based Community Detection with Node Attributes.
Proceedings of the KDIR 2015, 2015

Word Sense Discrimination on Tweets: A Graph-based Approach.
Proceedings of the KDIR 2015, 2015

Detecting irony and sarcasm in microblogs: The role of expressive signals and ensemble classifiers.
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

2014
Soft-constrained inference for Named Entity Recognition.
Inf. Process. Manag., 2014

Sentiment analysis: Bayesian Ensemble Learning.
Decis. Support Syst., 2014

A p-Median approach for predicting drug response in tumour cells.
BMC Bioinform., 2014

eMediation - Towards Smart Online Dispute Resolution.
Proceedings of the KMIS 2014, 2014

2013
Web Page Classification through Probabilistic Relational Models.
Int. J. Pattern Recognit. Artif. Intell., 2013

Named entity recognition using conditional random fields with non-local relational constraints.
CoRR, 2013

Bayesian Model Averaging and Model Selection for Polarity Classification.
Proceedings of the Natural Language Processing and Information Systems, 2013

Ontology-driven Data Acquisition: Intelligent Support to Legal ODR Systems.
Proceedings of the Legal Knowledge and Information Systems, 2013

Named Entities in Judicial Transcriptions: Extended Conditional Random Fields.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2013

Enhance User-Level Sentiment Analysis on Microblogs with Approval Relations.
Proceedings of the AI*IA 2013: Advances in Artificial Intelligence, 2013

Enhance Polarity Classification on Social Media through Sentiment-based Feature Expansion.
Proceedings of the 14th Workshop "From Objects to Agents" co-located with the 13th Conference of the Italian Association for Artificial Intelligence (AI*IA 2013), 2013

2012
Emotional states in judicial courtrooms: An experimental investigation.
Speech Commun., 2012

Semantic storyboard of judicial debates: a novel multimedia summarization environment.
Program, 2012

Discovering Gene-Drug Relationships for the Pharmacology of Cancer.
Proceedings of the Advances on Computational Intelligence, 2012

2011
Improving the Effectiveness of Multimedia Summarization of Judicial Debates through Ontological Query Expansion.
Proceedings of the Advanced Information Systems Engineering Workshops, 2011

2010
Combining Gene Expression Profiles and Drug Activity Patterns Analysis: A Relational Clustering Approach.
J. Math. Model. Algorithms, 2010

A probabilistic relational approach for web document clustering.
Inf. Process. Manag., 2010

Web Page Classification: A Probabilistic Model with Relational Uncertainty.
Proceedings of the Computational Intelligence for Knowledge-Based Systems Design, 2010

Multimedia Summarization in Law Courts: A Clustering-Based Environment for Browsing and Consulting Judicial Folders.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2010

Semantics and Machine Learning for Building the Next Generation of Judicial Court Management Systems.
Proceedings of the KMIS 2010, 2010

Semantics and Machine Learning: A New Generation of Court Management Systems.
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2010

2009
Audio-Based Emotion Recognition in Judicial Domain: A Multilayer Support Vector Machines Approach.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009

Managing Knowledge Extraction and Retrieval from Multimedia Contents: a Case Study in Judicial Domain.
Proceedings of the 2<sup>nd</sup> International Conference on ICT Solutions for Justice, 2009

Multimedia Summarization in Law Courts: An Environment for Browsing and Consulting.
Proceedings of the 2<sup>nd</sup> International Conference on ICT Solutions for Justice, 2009

Probabilistic Relational Models with Relational Uncertainty: An Early Study in Web Page Classification.
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2009

2008
Enhancing web page classification through image-block importance analysis.
Inf. Process. Manag., 2008

Granular modeling of web documents: impact on information retrieval systems.
Proceedings of the 10th ACM International Workshop on Web Information and Data Management (WIDM 2008), 2008

Audio-based Emotion Recognition for Advanced Automatic Retrieval in Judicial Domain.
Proceedings of the 1<sup>st</sup> International Conference on ICT Solutions for Justice, 2008

2006
A Hierarchical Document Clustering Environment Based on the Induced Bisecting k-Means.
Proceedings of the Flexible Query Answering Systems, 7th International Conference, 2006


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