Felice Dell’Orletta

34 papers · 2007–2025 · 7 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) 🏃 Academic Marathon (18) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (6) 🗺️ Taxonomy Completionist (53) 🏆 Keyword Champion (4) 🤝 Dynamic Duo (12) 🔥 Unstoppable (8) ❓ The Questioner (5) 💎 Century Club (34) 🗃️ Keyword Collector (134) ⚡ Prolific Year (5)

Conferences

ACL (11) NAACL (7) EMNLP (6) COLING (5) CONLL (3) IJCNLP (1) SEMEVAL (1)

Top co-authors

Dominique Brunato (12) Giulia Venturi (12) Alessio Miaschi (12) Giovanni Puccetti (5) Giuseppe Attardi (4) Cristiano Ciaccio (3) Lorenzo De Mattei (3) Maria Simi (3) Chiara Alzetta (3) Andrea Esuli (3)

Research topics

Linguistics (1) Education (1)

Keywords

neural language model (7) language model (5) linguistic knowledge (4) multilingual model (4) linguistic feature (4) large language model (3) sentence complexity (3) representation learning (3) probing task (3) data augmentation (2) text coherence (2) human perception (2) text generation (2) natural language generation (2) semantic knowledge (2) pre-trained language model (2) attention mechanism (1) transfer learning (1) direct preference optimization (1) binary classification (1)

Papers

TEXT-CAKE: Challenging Language Models on Local Text Coherence COLING 2025

Evaluating Lexical Proficiency in Neural Language Models ACL 2025

From Human Reading to NLM Understanding: Evaluating the Role of Eye-Tracking Data in Encoder-Based Models ACL 2025

Stress-testing Machine Generated Text Detection: Shifting Language Models Writing Style to Fool Detectors ACL 2025

Beyond the Spelling Miracle: Investigating Substring Awareness in Character-Blind Language Models ACL 2025

Optimizing LLMs for Italian: Reducing Token Fertility and Enhancing Efficiency Through Vocabulary Adaptation NAACL 2025

AI ‘News’ Content Farms Are Easy to Make and Hard to Detect: A Case Study in Italian ACL 2024

Evaluating Large Language Models via Linguistic Profiling EMNLP 2024

Linguistic Knowledge Can Enhance Encoder-Decoder Models (If You Let It) COLING 2024

Fine-tuning with HED-IT: The impact of human post-editing for dialogical language models ACL 2024

Coherent or Not? Stressing a Neural Language Model for Discourse Coherence in Multiple Languages ACL 2023

On the Nature of BERT: Correlating Fine-Tuning and Linguistic Competence COLING 2022

How about Time? Probing a Multilingual Language Model for Temporal Relations COLING 2022

SemEval-2022 Task 3: PreTENS-Evaluating Neural Networks on Presuppositional Semantic Knowledge SEMEVAL 2022

SemEval-2022 Task 3: PreTENS-Evaluating Neural Networks on Presuppositional Semantic Knowledge NAACL 2022

Outlier Dimensions that Disrupt Transformers are Driven by Frequency EMNLP 2022

Human Perception in Natural Language Generation ACL 2021

Human Perception in Natural Language Generation IJCNLP 2021

Sentence Complexity in Context NAACL 2021

That Looks Hard: Characterizing Linguistic Complexity in Humans and Language Models NAACL 2021

How Do BERT Embeddings Organize Linguistic Knowledge? NAACL 2021

What Makes My Model Perplexed? A Linguistic Investigation on Neural Language Models Perplexity NAACL 2021

Contextual and Non-Contextual Word Embeddings: an in-depth Linguistic Investigation ACL 2020

Tracking the Evolution of Written Language Competence in L2 Spanish Learners ACL 2020

Linguistic Profiling of a Neural Language Model COLING 2020

Linguistically-Driven Strategy for Concept Prerequisites Learning on Italian ACL 2019

Is this Sentence Difficult? Do you Agree? EMNLP 2018

Assessing the Impact of Incremental Error Detection and Correction. A Case Study on the Italian Universal Dependency Treebank EMNLP 2018

PaCCSS-IT: A Parallel Corpus of Complex-Simple Sentences for Automatic Text Simplification EMNLP 2016

ULISSE: an Unsupervised Algorithm for Detecting Reliable Dependency Parses CONLL 2011

Reverse Revision and Linear Tree Combination for Dependency Parsing NAACL 2009

DeSRL: A Linear-Time Semantic Role Labeling System CONLL 2008

Multilingual Dependency Parsing and Domain Adaptation using DeSR CONLL 2007

Multilingual Dependency Parsing and Domain Adaptation using DeSR EMNLP 2007