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ItaliaNLP Lab @ItaliaNLP_Lab

The ItaliaNLP Lab @ Istituto di Linguistica Computazionale “Antonio Zampolli” (ILC) - CNR

Joined November 2015
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We are the Lectures on Computational Linguistics in Bolzano! Cristiano Ciaccio and Andra-Maria Florescu just presented their poster “Towards Automatic Lexical Creativity Assessment via the Optimal Innovation Hypothesis” 🔥 @AILC_NLP #NLProc
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🧶 1/3 We’re excited to share our second paper presented at #LREC2026 in Palma: “Controllable Sentence Simplification in Italian: Fine-Tuning Large Language Models on Automatically Generated Resources” by @mpapucci_, Giulia Venturi and Felice Dell'Orletta
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🧶 2/3 In this work, we introduce IMPaCTS: a new multi-level sentence simplification dataset for Italian, automatically generated to support controllable text simplification research. 😊 Dataset on HF: huggingface.co/datasets/mpap… 🔧 Dataset on GitHub: github.com/michelepapucci/im…

mpapucci/impacts · Datasets at Hugging Face

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

huggingface.co
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🧶 3/3 We show that models fine-tuned on IMPaCTS outperform instruction-tuned zero-shot LLMs on controlled sentence simplification tasks, becoming proficient in both simplifying texts and in adhering at the specified target readability level. Paper: tinyurl.com/s37f4nth
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🚀 Excited to share our latest work at READIxTSAR workshop at #LREC2026 "Lexical Conditioning of Model's Distribution through Uncertainty-gated Soft-Mixing of Probabilities" by @mpapucci_ Giulia Venturi and Felice Dell'Orletta.
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In this work we present UGLD, a decoding method that nudges LLMs toward or against a predefined vocabulary at inference time. No fine-tuning needed and without loss of fluency. 📄 Paper: minifyurl.in/xGNf 🔧 GitHub: github.com/michelepapucci/ug… 🐍 Install UGLD: pip install ugld
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[1/4] How does the order of pretraining data impact Neural Language Models? We study this in our 🎉new paper🎉: "On the impact of pretraining data ordering in transformer encoder- and decoder-only language models" Published in Knowledge-Based Systems 🔗sciencedirect.com/science/ar…
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[3/4] We examine effects on: • Perplexity dynamics • Linguistic probing • Downstream tasks performance • Embedding geometry Data ordering shapes both learning dynamics and representations.
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[4/4] 🧑‍💻 Code & experiments: github.com/lucadinidue/curri… Happy to discuss, feedback welcome! 🙌

GitHub - lucadinidue/curriculum_learning: Studying the impact of pre-training data ordering on...

Studying the impact of pre-training data ordering on NLMs' learning dynamics. - lucadinidue/curriculum_learning

github.com
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It’s panel time! 🔥 With Danilo Croce, Felice Dell’Orletta, Elisabetta Fersini and Viviana Patti! @EVALITAcampaign @AILC_NLP #NLProc
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And now it’s the turn of Cristiano Ciaccio, presenting the Cruciverb-IT Shared Task (with @gsarti_, @AlessioMiaschi, Dell’Orletta F. and @MalvinaNissim)! 🔥 @EVALITAcampaign @AILC_NLP #NLProc
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EVALITA 2026 has officially kicked off! 🔥 @AlessioMiaschi is opening this year’s edition — stay tuned for an exciting program ahead! @EVALITAcampaign @AILC_NLP #NLProc
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Big day! Our PhD student @lucadini_ is defining his thesis! 🔥 #NLProc
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Cristiano Ciaccio won the CLiC-it Best Student Paper Award for the work “Crossword Space: Latent Manifold Learning for Italian Crosswords and beyond” (with @gsarti_, @AlessioMiaschi and Felice Dell’Orletta)!! 🔥🔥🔥 @AILC_NLP #NLProc
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Last but not least, Agnese Bonfigli presenting “A Novel Real-World Dataset of Italian Clinical Notes for NLP-based Decision Support in Low Back Pain Treatment”! 🥳 Link to the paper: clic2025.unica.it/wp-content… #NLProc
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Afternoon session with Ruben Piperno presenting “Doctor, Is That You? Evaluating Large Language Models on Italy’s Medical School Entrance Exams” (with Bonfigli A., Dell’Orletta F., Pecchia L., Merone M. and @LBacco1)! 🔥 Link to the paper: clic2025.unica.it/wp-content… #NLProc
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And now Silvio Calderaro presenting “The OuLiBench Benchmark: Formal Constraints as a Lens into LLM Linguistic Competence” (with @AlessioMiaschi and Felice Dell’Orletta)! 📖 Link to the paper: clic2025.unica.it/wp-content… #NLProc
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First talk of the morning with @mpapucci_ presenting “Generating and Evaluating Multi-Level Text Simplification: A Case Study on Italian” (with Giulia Venturi and Felice Dell’Orletta)! 🔥 Link to the paper: clic2025.unica.it/wp-content… #NLProc
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Last but not least (for today), @lucadini_ presenting “The Role of Eye-Tracking Data in Encoder-Based Models: An In-depth Linguistic Analysis” (with @workerplacemint, Dominique Brunato and Felice Dell’Orletta)! 👁️ Link to the paper: clic2025.unica.it/wp-content… #NLProc
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