129 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Mila - Quebec Artificial Intelligence InstituteCA2 papers
- Allen Institute for Artificial IntelligenceUS1 paper
- Booz Allen Hamilton (United States)US1 paper
- British LibraryGB1 paper
- CentraleSupélecFR1 paper
- Centre Inria de l'Université de RennesFR1 paper
- Cornell UniversityUS1 paper
- Delft University of TechnologyNL1 paper
- Ferrum CollegeUS1 paper
- Google DeepMind (United Kingdom)GB1 paper
- Google (United States)US1 paper
- HealthNow New YorkUS1 paper
8 papers
Prompting with Phonemes: Enhancing LLMs' Multilinguality for Non-Latin Script Languages
Hoang H Nguyen, Khyati Mahajan, Vikas Yadav +4
Although multilingual LLMs have achieved remarkable performance across benchmarks, we find they continue to underperform on non-Latin script languages across contemporary LLM famil…
Leveraging PAC-Bayes Theory and Gibbs Distributions for Generalization Bounds with Complexity Measures
Paul Viallard, Rémi Emonet, Amaury Habrard +2
In statistical learning theory, a generalization bound usually involves a complexity measure imposed by the considered theoretical framework. This limits the scope of such bounds,…
Pruning Sparse Tensor Neural Networks Enables Deep Learning for 3D Ultrasound Localization Microscopy
Brice Rauby, Paul Xing, Jonathan Porée +2
Ultrasound Localization Microscopy (ULM) is a non-invasive technique that allows for the imaging of micro-vessels in vivo, at depth and with a resolution on the order of ten micron…
How do you feel? Measuring User-Perceived Value for Rejecting Machine Decisions in Hate Speech Detection
Philippe Lammerts, Philip Lippmann, Yen-Chia Hsu +2
Hate speech moderation remains a challenging task for social media platforms. Human-AI collaborative systems offer the potential to combine the strengths of humans' reliability and…
The StatCan Dialogue Dataset: Retrieving Data Tables through Conversations with Genuine Intents
Xing Han Lu, Siva Reddy, Harm de Vries
We introduce the StatCan Dialogue Dataset consisting of 19,379 conversation turns between agents working at Statistics Canada and online users looking for published data tables. Th…
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset
Hugo Laurençon, Lucile Saulnier, Thomas Wang +51
As language models grow ever larger, the need for large-scale high-quality text datasets has never been more pressing, especially in multilingual settings. The BigScience workshop,…
Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data
Oscar Mañas, Alexandre Lacoste, Xavier Giro-i-Nieto +2
Remote sensing and automatic earth monitoring are key to solve global-scale challenges such as disaster prevention, land use monitoring, or tackling climate change. Although there…
Chatbots as conversational healthcare services
Mlađan Jovanović, Marcos Baez, Fabio Casati
Chatbots are emerging as a promising platform for accessing and delivering healthcare services. The evidence is in the growing number of publicly available chatbots aiming at takin…