Felice Dell'Orletta

Orcid: 0000-0003-3454-9387

Affiliations:
  • Italian Natural Language Processing Lab


According to our database1, Felice Dell'Orletta authored at least 130 papers between 2006 and 2024.

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

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Bibliography

2024
Tell me how you write and I'll tell you what you read: a study on the writing style of book reviews.
J. Documentation, 2024

Leveraging Large Language Models for Mobile App Review Feature Extraction.
CoRR, 2024

The linguistic structure of an emotional text influences the sympathetic activity and the speech prosody of the reader.
Biomed. Signal Process. Control., 2024

From pre-training to fine-tuning: An in-depth analysis of Large Language Models in the biomedical domain.
Artif. Intell. Medicine, 2024

T-FREX: A Transformer-based Feature Extraction Method from Mobile App Reviews.
Proceedings of the IEEE International Conference on Software Analysis, 2024

Evaluating Large Language Models via Linguistic Profiling.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Linguistic Knowledge Can Enhance Encoder-Decoder Models (If You Let It).
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Fine-tuning with HED-IT: The impact of human post-editing for dialogical language models.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

AI 'News' Content Farms Are Easy to Make and Hard to Detect: A Case Study in Italian.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023
A text style transfer system for reducing the physician-patient expertise gap: An analysis with automatic and human evaluations.
Expert Syst. Appl., December, 2023

On Robustness and Sensitivity of a Neural Language Model: A Case Study on Italian L1 Learner Errors.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

On the instability of further pre-training: Does a single sentence matter to BERT?
Nat. Lang. Process. J., 2023

Testing the Effectiveness of the Diagnostic Probing Paradigm on Italian Treebanks.
Inf., 2023

Natural Language Processing in Healthcare: A Bird's Eye View (short paper).
Proceedings of the Seventh Workshop on Natural Language for Artificial Intelligence (NL4AI 2023) co-located with 22th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023

DisCoTex at EVALITA 2023: Overview of the Assessing DIScourse COherence in Italian TEXts task.
Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023), 2023

LangLearn at EVALITA 2023: Overview of the Language Learning Development Task.
Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023), 2023

Lost in Labels: An Ongoing Quest to Optimize Text-to-Text Label Selection for Classification.
Proceedings of the 9th Italian Conference on Computational Linguistics, Venice, Italy, November 30, 2023

Unraveling Text Coherence from the Human Perspective: a Novel Dataset for Italian.
Proceedings of the 9th Italian Conference on Computational Linguistics, Venice, Italy, November 30, 2023

Unmasking the Wordsmith: Revealing Author Identity through Reader Reviews.
Proceedings of the 9th Italian Conference on Computational Linguistics, Venice, Italy, November 30, 2023

Coherent or Not? Stressing a Neural Language Model for Discourse Coherence in Multiple Languages.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Outliers Dimensions that Disrupt Transformers Are Driven by Frequency.
CoRR, 2022

SemEval-2022 Task 3: PreTENS-Evaluating Neural Networks on Presuppositional Semantic Knowledge.
Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

Outlier Dimensions that Disrupt Transformers are Driven by Frequency.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

On the Nature of BERT: Correlating Fine-Tuning and Linguistic Competence.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

How about Time? Probing a Multilingual Language Model for Temporal Relations.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Evaluating Text-To-Text Framework for Topic and Style Classification of Italian texts.
Proceedings of the Sixth Workshop on Natural Language for Artificial Intelligence (NL4AI 2022) co-located with 21th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2022), 2022

What Makes the Audience Engaged? Engagement Prediction Exploiting Multimodal Features.
Proceedings of the Sixth Workshop on Natural Language for Artificial Intelligence (NL4AI 2022) co-located with 21th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2022), 2022

2021
On the interaction of automatic evaluation and task framing in headline style transfer.
CoRR, 2021

Text mining tool for translating terms of contract into technical specifications: Development and application in the railway sector.
Comput. Ind., 2021

Extractive Summarization for Explainable Sentiment Analysis using Transformers.
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

Audience Engagement Prediction in Guided Tours through Multimodal Features.
Proceedings of the Eighth Italian Conference on Computational Linguistics, 2021

Probing Tasks Under Pressure.
Proceedings of the Eighth Italian Conference on Computational Linguistics, 2021

Trattamento automatico della lingua a supporto dell'editoria: primi esperimenti con il Devoto-Oli Junior (Automatic Language Treatment to Support Publishing: First Experiments with the Devoto-Oli Junior).
Proceedings of the Eighth Italian Conference on Computational Linguistics, 2021

Quale testo è scritto meglio? A Study on Italian Native Speakers' Perception of Writing Quality.
Proceedings of the Eighth Italian Conference on Computational Linguistics, 2021

Punctuation Restoration in Spoken Italian Transcripts with Transformers.
Proceedings of the AIxIA 2021 - Advances in Artificial Intelligence, 2021

Evaluating Transformer Models for Punctuation Restoration in Italian.
Proceedings of the Fifth Workshop on Natural Language for Artificial Intelligence (NL4AI 2021) co-located with 20th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2021), 2021

How Do BERT Embeddings Organize Linguistic Knowledge?
Proceedings of Deep Learning Inside Out: The 2nd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures, 2021

What Makes My Model Perplexed? A Linguistic Investigation on Neural Language Models Perplexity.
Proceedings of Deep Learning Inside Out: The 2nd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures, 2021

That Looks Hard: Characterizing Linguistic Complexity in Humans and Language Models.
Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics, 2021

Sentence Complexity in Context.
Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics, 2021

2020
Verbal Communication in Robotics: A Study on Salient Terms, Research Fields and Trends in the Last Decades Based on a Computational Linguistic Analysis.
Frontiers Comput. Sci., 2020

Contextual and Non-Contextual Word Embeddings: an in-depth Linguistic Investigation.
Proceedings of the 5th Workshop on Representation Learning for NLP, 2020

Using NLP to Support Terminology Extraction and Domain Scoping: Report on the H2020 DESIRA Project.
Proceedings of the Joint Proceedings of REFSQ-2020 Workshops, 2020

Invisible to People but not to Machines: Evaluation of Style-aware HeadlineGeneration in Absence of Reliable Human Judgment.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Profiling-UD: a Tool for Linguistic Profiling of Texts.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

"Voices of the Great War": A Richly Annotated Corpus of Italian Texts on the First World War.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

CHANGE-IT @ EVALITA 2020: Change Headlines, Adapt News, GEnerate (short paper).
Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), 2020

TAG-it @ EVALITA2020: Overview of the Topic, Age, and Gender Prediction Task for Italian.
Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), 2020

AcCompl-it @ EVALITA2020: Overview of the Acceptability & Complexity Evaluation Task for Italian.
Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), 2020

PRELEARN @ EVALITA 2020: Overview of the Prerequisite Relation Learning Task for Italian.
Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), 2020

Linguistic Profiling of a Neural Language Model.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Exploring Attention in a Multimodal Corpus of Guided Tours.
Proceedings of the Seventh Italian Conference on Computational Linguistics, 2020

Italian Transformers Under the Linguistic Lens.
Proceedings of the Seventh Italian Conference on Computational Linguistics, 2020

Is Neural Language Model Perplexity Related to Readability?
Proceedings of the Seventh Italian Conference on Computational Linguistics, 2020

GePpeTto Carves Italian into a Language Model.
Proceedings of the Seventh Italian Conference on Computational Linguistics, 2020

The Style of a Successful Story: a Computational Study on the Fanfiction Genre.
Proceedings of the Seventh Italian Conference on Computational Linguistics, 2020

Predicting Movie-elicited Emotions from Dialogue in Screenplay Text: A Study on "Forrest Gump".
Proceedings of the Seventh Italian Conference on Computational Linguistics, 2020

A Machine Learning approach for Sentiment Analysis for Italian Reviews in Healthcare.
Proceedings of the Seventh Italian Conference on Computational Linguistics, 2020

Quantitative Linguistic Investigations across Universal Dependencies Treebanks.
Proceedings of the Seventh Italian Conference on Computational Linguistics, 2020

Tracking the Evolution of Written Language Competence in L2 Spanish Learners.
Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications, 2020

2019
Quanti anni hai? Age Identification for Italian.
Proceedings of the Sixth Italian Conference on Computational Linguistics, 2019

Italian and English Sentence Simplification: How Many Differences?
Proceedings of the Sixth Italian Conference on Computational Linguistics, 2019

Building an Italian Written-Spoken Parallel Corpus: a Pilot Study.
Proceedings of the Sixth Italian Conference on Computational Linguistics, 2019

What Makes a Review helpful? Predicting the Helpfulness of Italian TripAdvisor Reviews.
Proceedings of the Sixth Italian Conference on Computational Linguistics, 2019

Lost in Text. A Cross-Genre Analysis of Linguistic Phenomena within Text.
Proceedings of the Sixth Italian Conference on Computational Linguistics, 2019

Prerequisite or Not Prerequisite? That's the Problem! An NLP-based Approach for Concept Prerequisite Learning.
Proceedings of the Sixth Italian Conference on Computational Linguistics, 2019

A Hierarchical Neural Network Approach for Bots and Gender Profiling.
Proceedings of the Working Notes of CLEF 2019, 2019

Linguistically-Driven Strategy for Concept Prerequisites Learning on Italian.
Proceedings of the Fourteenth Workshop on Innovative Use of NLP for Building Educational Applications, 2019

2018
Dangerous Relations in Dependency Treebanks.
Proceedings of the 16th International Workshop on Treebanks and Linguistic Theories, 2018

Universal Dependencies and Quantitative Typological Trends. A Case Study on Word Order.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Extracting Dependency Relations from Digital Learning Content.
Proceedings of the Digital Libraries and Multimedia Archives, 2018

Real-World Witness Detection in Social Media via Hybrid Crowdsensing.
Proceedings of the Twelfth International Conference on Web and Social Media, 2018

Overview of the EVALITA 2018 Cross-Genre Gender Prediction (GxG) Task.
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

Multi-task Learning in Deep Neural Networks at EVALITA 2018.
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

Overview of the EVALITA 2018 Hate Speech Detection Task.
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

Is this Sentence Difficult? Do you Agree?
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Word Embeddings in Sentiment Analysis.
Proceedings of the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), 2018

Italian in the Trenches: Linguistic Annotation and Analysis of Texts of the Great War.
Proceedings of the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), 2018

Lexicon and Syntax: Complexity across Genres and Language Varieties.
Proceedings of the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), 2018

The CHROME Manifesto: Integrating Multimodal Data into Cultural Heritage Resources.
Proceedings of the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), 2018

Gender and Genre Linguistic Profiling: A Case Study on Female and Male Journalistic and Diary Prose.
Proceedings of the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), 2018

Sentences and Documents in Native Language Identification.
Proceedings of the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), 2018

A NLP-based Analysis of Reflective Writings by Italian Teachers.
Proceedings of the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), 2018

DARC-IT: a DAtaset for Reading Comprehension in ITalian.
Proceedings of the Fifth Italian Conference on Computational Linguistics (CLiC-it 2018), 2018

Multi-Task Learning in Deep Neural Network for Sentiment Polarity and Irony classification.
Proceedings of the 2nd Workshop on Natural Language for Artificial Intelligence (NL4AI 2018) co-located with 17th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2018), 2018

Assessing the Impact of Incremental Error Detection and Correction. A Case Study on the Italian Universal Dependency Treebank.
Proceedings of the Second Workshop on Universal Dependencies, 2018

2017
Natural Language Requirements Processing: A 4D Vision.
IEEE Softw., 2017

Hate Me, Hate Me Not: Hate Speech Detection on Facebook.
Proceedings of the First Italian Conference on Cybersecurity (ITASEC17), 2017

Cross-Media Learning for Image Sentiment Analysis in the Wild.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

On the order of Words in Italian: a Study on Genre vs Complexity.
Proceedings of the Fourth International Conference on Dependency Linguistics, 2017

Stylometry in Computer-Assisted Translation: Experiments on the Babylonian Talmud.
Proceedings of the Fourth Italian Conference on Computational Linguistics (CLiC-it 2017), 2017

Identifying Predictive Features for Textual Genre Classification: the Key Role of Syntax.
Proceedings of the Fourth Italian Conference on Computational Linguistics (CLiC-it 2017), 2017

Stacked Sentence-Document Classifier Approach for Improving Native Language Identification.
Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications, 2017

2016
CItA: an L1 Italian Learners Corpus to Study the Development of Writing Competence.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

PaCCSS-IT: A Parallel Corpus of Complex-Simple Sentences for Automatic Text Simplification.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Dieci sfumature di marcatezza sintattica: verso una nozione computazionale di complessità (Ten Shades of Syntactic Markedness: Towards a Computational Notion of Complexity).
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

Studio sull'Ordine dei Costituenti nel Confronto tra Generi e Complessità (Analysis of Constituents Order Across Textual Genres and Complexity).
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

La Leggibilità dei Testi di Ambito Medico rivolti al Paziente: il Caso dei Bugiardini di Farmaci Senza Obbligo di Prescrizione Medica (Readability of Medical Texts for Patients: a Case Study on Information Leaflets of Drugs without Obligation of Medical Prescription).
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

Tandem LSTM-SVM Approach for Sentiment Analysis.
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

Building the state-of-the-art in POS tagging 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
State of the Art Language Technologies for Italian: The EVALITA 2014 Perspective.
Intelligenza Artificiale, 2015

A Linguistically-driven Approach to Cross-Event Damage Assessment of Natural Disasters from Social Media Messages.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Crisis Mapping During Natural Disasters via Text Analysis of Social Media Messages.
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

CMT and FDE: tools to bridge the gap between natural language documents and feature diagrams.
Proceedings of the 19th International Conference on Software Product Line, 2015

Design and Annotation of the First Italian Corpus for Text Simplification.
Proceedings of The 9th Linguistic Annotation Workshop, 2015

NLP-Based Readability Assessment of Health-Related Texts: a Case Study on Italian Informed Consent Forms.
Proceedings of the Sixth International Workshop on Health Text Mining and Information Analysis, 2015

2014
Measuring and Improving the Completeness of Natural Language Requirements.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2014

T2K^2: a System for Automatically Extracting and Organizing Knowledge from Texts.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Assessing the Readability of Sentences: Which Corpora and Features?
Proceedings of the Ninth Workshop on Innovative Use of NLP for Building Educational Applications, 2014

The PAISÀ Corpus of Italian Web Texts.
Proceedings of the 9th Web as Corpus Workshop, 2014

2013
Selección de los arcos correctos basada en información lingüística para análisis sintáctico de dependencias.
Computación y Sistemas, 2013

Automatic extraction of function-behaviour-state information from patents.
Adv. Eng. Informatics, 2013

Mining commonalities and variabilities from natural language documents.
Proceedings of the 17th International Software Product Line Conference, 2013

Linguistic Profiling of Texts Across Textual Genres and Readability Levels. An Exploratory Study on Italian Fictional Prose.
Proceedings of the Recent Advances in Natural Language Processing, 2013

Unsupervised Linguistically-Driven Reliable Dependency Parses Detection and Self-Training for Adaptation to the Biomedical Domain.
Proceedings of the 2013 Workshop on Biomedical Natural Language Processing, 2013

Linguistic Profiling based on General-purpose Features and Native Language Identification.
Proceedings of the Eighth Workshop on Innovative Use of NLP for Building Educational Applications, 2013

2011
READ-IT: Assessing Readability of Italian Texts with a View to Text Simplification.
Proceedings of the Second Workshop on Speech and Language Processing for Assistive Technologies, 2011

Domain Adaptation for Dependency Parsing at Evalita 2011.
Proceedings of the Evaluation of Natural Language and Speech Tools for Italian, 2011

ULISSE: an Unsupervised Algorithm for Detecting Reliable Dependency Parses.
Proceedings of the Fifteenth Conference on Computational Natural Language Learning, 2011

2010
Contrastive Filtering of Domain-Specific Multi-Word Terms from Different Types of Corpora.
Proceedings of the 2010 Workshop on Multiword Expressions: from Theory to Applications, 2010

Improvements in Parsing the Index Thomisticus Treebank. Revision, Combination and a Feature Model for Medieval Latin.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

Comparing the Influence of Different Treebank Annotations on Dependency Parsing.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

A Contrastive Approach to Multi-word Extraction from Domain-specific Corpora.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

2009
Temporal Relations with Signals: The Case of Italian Temporal Prepositions.
Proceedings of the TIME 2009, 2009

Reverse Revision and Linear Tree Combination for Dependency Parsing.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

TETI: a TimeML compliant TimEx tagger for Italian.
Proceedings of the International Multiconference on Computer Science and Information Technology, 2009

2008
Improving the accuracy of Natural Language Dependency Parsing.
PhD thesis, 2008

DeSRL: A Linear-Time Semantic Role Labeling System.
Proceedings of the Twelfth Conference on Computational Natural Language Learning, 2008

2007
Multilingual Dependency Parsing and Domain Adaptation using DeSR.
Proceedings of the EMNLP-CoNLL 2007, 2007

2006
Searching treebanks for functional constraints: cross-lingual experiments in grammatical relation assignment.
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006


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