no code implementations • WS (NoDaLiDa) 2019 • Valentin Barriere, Amaury Fouret
In this paper we present a new method to learn a model robust to typos for a Named Entity Recognition task.
no code implementations • EACL (WASSA) 2021 • Shabnam Tafreshi, Orphee De Clercq, Valentin Barriere, Sven Buechel, João Sedoc, Alexandra Balahur
This paper presents the results that were obtained from the WASSA 2021 shared task on predicting empathy and emotions.
no code implementations • WASSA (ACL) 2022 • Valentin Barriere, Shabnam Tafreshi, João Sedoc, Sawsan Alqahtani
This paper presents the results that were obtained from WASSA 2022 shared task on predicting empathy, emotion, and personality in reaction to news stories.
no code implementations • PoliticalNLP (LREC) 2022 • Valentin Barriere, Alexandra Balahur, Brian Ravenet
We present a new dataset of online debates in English, annotated with stance.
no code implementations • LREC 2022 • Valentin Barriere, Slim Essid, Chloé Clavel
In this paper, we present the process we used in order to collect new annotations of opinions over the multimodal corpus SEMAINE composed of dyadic interactions.
no code implementations • 8 Feb 2024 • Mateo Lostanlen, Felix Veith, Cristian Buc, Valentin Barriere
Early wildfire detection is of the utmost importance to enable rapid response efforts, and thus minimize the negative impacts of wildfire spreads.
1 code implementation • 9 Nov 2023 • Felipe Urrutia, Cristian Buc, Valentin Barriere
We show that the LLM normally struggles for the main task using in-context learning, but can handle these easiest subtasks and produce useful weak labels to train a BERT.
no code implementations • 27 Sep 2023 • Valentin Barriere, Felipe del Rio, Andres Carvallo De Ferari, Carlos Aspillaga, Eugenio Herrera-Berg, Cristian Buc Calderon
Artificial neural networks typically struggle in generalizing to out-of-context examples.
no code implementations • 19 May 2023 • Valentin Barriere, Martin Claverie, Maja Schneider, Guido Lemoine, Raphaël d'Andrimont
To evaluate our approach, we release a new annotated dataset of 7. 4 million agricultural parcels in France and Netherlands.
no code implementations • 23 Aug 2022 • Valentin Barriere, Martin Claverie
Nevertheless, the majority of the studies are restricted to the use of one modality (Remote Sensing data or crop rotation) and never fuse the Earth Observation data with domain knowledge like crop rotations.
no code implementations • COLING 2020 • Valentin Barriere, Alexandra Balahur
Tweets are specific text data when compared to general text.
no code implementations • 8 Sep 2019 • Valentin Barriere, Amaury Fouret
In this paper we present a new method to learn a model robust to typos for a Named Entity Recognition task.
no code implementations • 20 Jun 2018 • Valentin Barriere, Chloé Clavel, Slim Essid
This model allows us to capture the dynamics of the reviewer's opinion in the transcripts of long unsegmented audio reviews that are analyzed by our system.