Dominique Brunato

14 papers · 2016–2025 · 5 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🏃 Academic Marathon (9) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (5) 🗺️ Taxonomy Completionist (24) 🌉 Interdisciplinary Bridge 🏆 Keyword Champion (2) 🧬 Topic Evolution 🤝 Dynamic Duo (12) ❓ The Questioner (3) 🗃️ Keyword Collector (55) 💎 Century Club (14)

Conferences

ACL (4) NAACL (4) COLING (3) EMNLP (2) SEMEVAL (1)

Top co-authors

Felice Dell’Orletta (12) Giulia Venturi (7) Alessio Miaschi (3) Shammur Chowdhury (2) Benedetta Iavarone (2) Md. Arid Hasan (2) Cristiano Chesi (2) Luca Dini (2) Roberto Zamparelli (2) Irene Dini (1)

Research topics

Linguistics (1) Education (1)

Keywords

neural language model (5) linguistic feature (3) text coherence (2) sentence complexity (2) multilingual model (2) semantic knowledge (2) data augmentation (2) attention mechanism (1) text classification (1) feature extraction (1) linguistic annotation (1) linguistic knowledge (1) feedback generation (1) language learning (1) language model evaluation (1) embedding space (1) model fine-tuning (1) human-ai collaboration (1) perplexity analysis (1) lexical semantics (1)

Papers

Exploring LLM-Based Assessment of Italian Middle School Writing: A Pilot Study ACL 2025

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

Learning from Impairment: Leveraging Insights from Clinical Linguistics in Language Modelling Research COLING 2025

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

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

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

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

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

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

Sentence Complexity in Context NAACL 2021

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

Linguistic Profiling of a Neural Language Model COLING 2020

Is this Sentence Difficult? Do you Agree? EMNLP 2018

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