LLaMAntino: LLaMA 2 Models for Effective Text Generation in Italian
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LLaMAntino: LLaMA 2 Models for Effective Text Generation in Italian Language

15 December 2023

Pierpaolo Basile

Marco Polignano

Lucia Siciliani

Giovanni Semeraro

Papers citing "LLaMAntino: LLaMA 2 Models for Effective Text Generation in Italian Language"

17 / 17 papers shown

Title
Optimizing LLMs for Italian: Reducing Token Fertility and Enhancing Efficiency Through Vocabulary Adaptation Luca Moroni Giovanni Puccetti Pere-Lluís Huguet Cabot Andrei Stefan Bejgu Edoardo Barba Alessio Miaschi F. Dell’Orletta Andrea Esuli Roberto Navigli 30 0 0 23 Apr 2025
From User Preferences to Optimization Constraints Using Large Language Models Manuela Sanguinetti Alessandra Perniciano Luca Zedda A. Loddo Cecilia Di Ruberto Maurizio Atzori 37 0 0 27 Mar 2025
A gentle push funziona benissimo: making instructed models in Italian via contrastive activation steering Daniel Scalena Elisabetta Fersini Malvina Nissim LLMSV 70 0 0 27 Nov 2024
From English-Centric to Effective Bilingual: LLMs with Custom Tokenizers for Underrepresented Languages Artur Kiulian Anton Polishko M. Khandoga Yevhen Kostiuk Guillermo Gabrielli ... Hrishikesh Garud Wendy Wing Yee Mak Dmytro Chaplynskyi Selma Belhadj Amor Grigol Peradze 32 0 0 24 Oct 2024
RoQLlama: A Lightweight Romanian Adapted Language Model George-Andrei Dima Andrei-Marius Avram Cristian-George Crăciun Dumitru-Clementin Cercel 21 2 0 05 Oct 2024
A Survey of Large Language Models for European Languages Wazir Ali S. Pyysalo 39 2 0 27 Aug 2024
Leveraging Large Language Models to Geolocate Linguistic Variations in Social Media Posts Davide Savarro Davide Zago Stefano Zoia 16 0 0 22 Jul 2024
Unipa-GPT: Large Language Models for university-oriented QA in Italian Irene Siragusa Roberto Pirrone 21 1 0 19 Jul 2024
Igea: a Decoder-Only Language Model for Biomedical Text Generation in Italian T. M. Buonocore Simone Rancati Enea Parimbelli 24 0 0 08 Jul 2024
Disce aut Deficere: Evaluating LLMs Proficiency on the INVALSI Italian Benchmark Fabio Mercorio Mario Mezzanzanica Daniele Potertì Antonio Serino Andrea Seveso 27 4 0 25 Jun 2024
Speech Analysis of Language Varieties in Italy Moreno La Quatra Alkis Koudounas Elena Baralis Sabato Marco Siniscalchi 27 3 0 22 Jun 2024
Fine-tuning with HED-IT: The impact of human post-editing for dialogical language models Daniela Occhipinti Michele Marchi Irene Mondella Huiyuan Lai F. Dell’Orletta Malvina Nissim Marco Guerini 18 1 0 11 Jun 2024
Evaluation of Few-Shot Learning for Classification Tasks in the Polish Language Tsimur Hadeliya D. Kajtoch 38 0 0 27 Apr 2024
From Bytes to Borsch: Fine-Tuning Gemma and Mistral for the Ukrainian Language Representation Artur Kiulian Anton Polishko M. Khandoga Oryna Chubych Jack Connor Raghav Ravishankar A. Shirawalmath 32 5 0 14 Apr 2024
Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers Libo Qin Qiguang Chen Yuhang Zhou Zhi Chen Yinghui Li Lizi Liao Min Li Wanxiang Che Philip S. Yu LRM 47 36 0 07 Apr 2024
The Invalsi Benchmarks: measuring Linguistic and Mathematical understanding of Large Language Models in Italian Andrea Esuli Giovanni Puccetti ELM 22 0 0 27 Mar 2024
Understanding the Capabilities, Limitations, and Societal Impact of Large Language Models Alex Tamkin Miles Brundage Jack Clark Deep Ganguli AILaw ELM 192 258 0 04 Feb 2021