Publications

Automatic Head and Neck Tumor segmentation and outcome prediction relying on FDG-PET/CT images: Findings from the second edition of the HECKTOR challenge

Vincent Andrearczyk

Valentin Oreiller

Sarah Boughdad

Catherine Cheze Le Rest

Olena Tankyevych

Hesham M. Elhalawani

Mario Jreige

John O. Prior

Martin Vallières

Dimitris Visvikis

Mathieu Hatt

Adrien Depeursinge

2023-12-01

Medical Image Analysis (published)

doi.org

Balaur: Language Model Pretraining with Lexical Semantic Relations

Andrei Mircea

Jackie Cheung

2023-12-01

Findings of the Association for Computational Linguistics: EMNLP 2023 (published)

doi.org

openreview.net

Brain decoding of the Human Connectome Project tasks in a dense individual fMRI dataset

Shima Rastegarnia

Marie St-Laurent

Elizabeth DuPre

Basile Pinsard

Pierre (Louis) Bellec

2023-12-01

NeuroImage (published)

doi.org

Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model

Parishad BehnamGhader

Santiago Miret

Siva Reddy

Augmenting pretrained language models with retrievers to select the supporting documents has shown promise in effectively solving common NLP… (see more) problems, including language modeling and question answering, in an interpretable way. In this paper, we first study the strengths and weaknesses of different retriever-augmented language models (REALM,

2023-12-01

Findings of the Association for Computational Linguistics: EMNLP 2023 (published)

doi.org

openreview.net

Cross-lingual Open-Retrieval Question Answering for African Languages

Odunayo Ogundepo

Tajuddeen Gwadabe

Clara E. Rivera

Jonathan H. Clark

Sebastian Ruder

David Ifeoluwa Adelani

Bonaventure F. P. Dossou

Abdou Aziz DIOP

Claytone Sikasote

Gilles Q. Hacheme

Happy Buzaaba

Ignatius Majesty Ezeani

Rooweither Mabuya

Salomey Osei

Chris Emezue

Albert Njoroge Kahira

Shamsuddeen Hassan Muhammad

Akintunde Oladipo

Abraham Toluwase Owodunni

Atnafu Lambebo Tonja … (see 24 more)

Iyanuoluwa Shode

Akari Asai

Aremu Anuoluwapo

Ayodele Awokoya

Bernard Opoku

Chiamaka Ijeoma Chukwuneke

Christine Mwase

Clemencia Siro

Stephen Arthur

Tunde Oluwaseyi Ajayi

V. Otiende

Andre Niyongabo Rubungo

B. Sinkala

Daniel A. Ajisafe

Emeka Onwuegbuzia

Falalu Lawan

Ibrahim Ahmad

Jesujoba Alabi

CHINEDU EMMANUEL MBONU

Mofetoluwa Adeyemi

Mofya Phiri

Orevaoghene Ahia

Ruqayya Nasir Iro

Sonia Adhiambo

2023-12-01

Findings of the Association for Computational Linguistics: EMNLP 2023 (published)

doi.org

Cross-lingual Open-Retrieval Question Answering for African Languages

Odunayo Ogundepo

Tajuddeen Gwadabe

Clara E. Rivera

Jonathan H. Clark

Sebastian Ruder

David Ifeoluwa Adelani

Bonaventure F. P. Dossou

Abdou Aziz DIOP

Claytone Sikasote

Gilles HACHEME

Happy Buzaaba

Ignatius Ezeani

Rooweither Mabuya

Salomey Osei

Chris Emezue

Albert Kahira

Shamsuddeen Hassan Muhammad

Akintunde Oladipo

Abraham Toluwase Owodunni

Atnafu Lambebo Tonja … (see 32 more)

Iyanuoluwa Shode

Akari Asai

Tunde Oluwaseyi Ajayi

Clemencia Siro

Stephen Arthur

Mofetoluwa Adeyemi

Orevaoghene Ahia

Aremu Anuoluwapo

Oyinkansola Awosan

Chiamaka Ijeoma Chukwuneke

Bernard Opoku

Ayodele Awokoya

Verrah Akinyi Otiende

Christine Mwase

Boyd Sinkala

Andre Niyongabo Rubungo

Daniel Ajisafe

Emeka Felix Onwuegbuzia

Habib Mbow

Emile Niyomutabazi

Eunice Mukonde

Falalu Lawan

Ibrahim Ahmad

Jesujoba Oluwadara Alabi

Martin Namukombo

CHINEDU EMMANUEL MBONU

Mofya Phiri

Neo Putini

Ndumiso Mngoma

Priscilla A. Amuok

Ruqayya Nasir Iro

Sonia Adhiambo

2023-12-01

Findings of the Association for Computational Linguistics: EMNLP 2023 (published)

doi.org

openreview.net

Current AI applications in neurology: Brain imaging

Tal Arbel

Joshua D. Durso-Finley

Jean-Pierre R. Falet

Raghav Mehta

Douglas Arnold

Nick Pawlowski

2023-12-01

Journal of the Neurological Sciences (published)

doi.org

A framework for fair decision-making over time with time-invariant utilities

Andrea Lodi

Sriram Sankaranarayanan

Guanyi Wang

2023-12-01

European Journal of Operational Research (published)

doi.org

arxiv.org

From physics to sentience: Deciphering the semantics of the free-energy principle and evaluating its claims: Comment on "Path integrals, particular kinds, and strange things" by Karl Friston et al.

Zahra Sheikhbahaee

Adam Safron

Casper Hesp

Guillaume Dumas

2023-12-01

Physics of Life Reviews (published)

doi.org

arxiv.org

Large language models: What could they do for neurology?

Guillaume Lajoie

2023-12-01

Journal of the Neurological Sciences (published)