Do Large Language Models Have an English Accent? Evaluating and Improving the Naturalness of Multilingual LLMs

Autor: Guo, Yanzhu, Conia, Simone, Zhou, Zelin, Li, Min, Potdar, Saloni, Xiao, Henry

Current Large Language Models (LLMs) are predominantly designed with English as the primary language, and even the few that are multilingual tend to exhibit strong English-centric biases. Much like speakers who might produce awkward expressions when

Externí odkaz: http://arxiv.org/abs/2410.15956

ZEBRA: Zero-Shot Example-Based Retrieval Augmentation for Commonsense Question Answering

Autor: Molfese, Francesco Maria, Conia, Simone, Orlando, Riccardo, Navigli, Roberto

Current Large Language Models (LLMs) have shown strong reasoning capabilities in commonsense question answering benchmarks, but the process underlying their success remains largely opaque. As a consequence, recent approaches have equipped LLMs with m

Externí odkaz: http://arxiv.org/abs/2410.05077

Echoes from Alexandria: A Large Resource for Multilingual Book Summarization

Autor: Scirè, Alessandro, Conia, Simone, Ciciliano, Simone, Navigli, Roberto

In recent years, research in text summarization has mainly focused on the news domain, where texts are typically short and have strong layout features. The task of full-book summarization presents additional challenges which are hard to tackle with c

Externí odkaz: http://arxiv.org/abs/2306.04334

Entity Disambiguation with Entity Definitions

Autor: Procopio, Luigi, Conia, Simone, Barba, Edoardo, Navigli, Roberto

Local models have recently attained astounding performances in Entity Disambiguation (ED), with generative and extractive formulations being the most promising research directions. However, previous works limited their studies to using, as the textua

Externí odkaz: http://arxiv.org/abs/2210.05648

Restrictive use of Restraints and Delirium Duration in the Intensive Care Unit (R2D2-ICU): protocol for a French multicentre parallel-group open-label randomised controlled trial

Autor: Jean-François Timsit, Damien Contou, Julien Schmidt, Carine Roy, Romain Sonneville, Lila Bouadma, Armand Mekontso Dessap, Michel Djibré, Camille Couffignal, Juliette Audibert, Pierre Jaquet, Virginie Godard, Romane Bellot, Fariza Lamara, Tchoubou Tona, Florian Sigaud, Adam Celier, Claire Bourel, Fatiha Essardy, Renaud Cornic, ABGRALL Gwenole, ARRESTIER Romain, AUDIBERT Juliette, AUGY Jean loup, BAGATE François, BAY Pierre, BEGOT Erwan, BEN SALAH Adel, BENELLI Brice, BERTI Enora, BERTIER Astrid, BEURTON Alexandra, BILLIET Pierre-Antoine, BOUADMA Lila, BOUGNAUD Joanna, BOUILLAND Anne Laure, BOUJELBEN Mohamed, BUREAU Côme, CANDILLE Clara, CARIOU Erwann, CARTEAUX Guillaume, CATANO Jenifer, CAVALEIRO Pedro, CELIER Adam, CHAFIOTTE Pierre, CIRILLO Giulia, CLERC Sébastien, CONIA Alexandre, CORDIER Charlotte, COUPRY Louis-Marie, DA SILVA Daniel, DARTEVEL Anais, DE MONTMOLLIN Etienne, DE MONTMOLLIN Nina, DE PROST Nicolas, DECAVELE Maxens, DELERIS Robin, DEMOULE Alexandre, DESNOS Cyrielle, DESSAJAN Julien, DIEMOZ Marie-Claire, DO REGO Hermann, DO VALE Julien, DRES Martin, DUFRANC Etienne, EJZENBERG Michael, ELABBADI Alexandre, FLOCH Pierre Edouard, FOSSE Quentin, FRAPARD Thomas, GAILLET Antoine, GALERNEAU Louis-Marie, GENDREAU Ségolène, GONCALVES CAVALEIRO Pedro, GONTIER Olivier, HAMROUNI Mouldi, HAUDEBOURG Anne-Fleur, HAUDEBOURG Luc, JOLLY Florian, LA MAREC Julien, LABEDADE Pascale, LAVILLEGRAND Jean-Rémi, LECRONIER Marie, LOPINTO Julien, MASI Paul, MAYAUX Julien, MENAT Sophie, MONCOMBLE Elsa, MORAWIEC Elise, NAGLE Sophie, NEMLAGHI Safaa, PICARD Benjamin, PICHON Jeremie, PLAIS Henri, RAZAZI Keyvan, RIGAULT Guillaume, SIGAUD Florian, SONNEVILLE Romain, THY Michael, TIMSIT Jean-François, TUFFET Samuel, TURPIN Matthieu, VINCENT Xavier, VOIRIOT Guillaume, WICKY Paul-Henri, WINDSOR Camille

Publikováno v: BMJ Open, Vol 14, Iss 4 (2024)

Introduction Physical restraint (PR) is prescribed in patients receiving invasive mechanical ventilation in the intensive care unit (ICU) to avoid unplanned removal of medical devices. However, it is associated with an increased risk of delirium. We

Externí odkaz: https://doaj.org/article/44711787b5e6485a8bbe9029a5169901