Zobrazeno 1 - 10
of 1 440
pro vyhledávání: '"Emonet, A."'
Autor:
Emonet, Vincent, Bolleman, Jerven, Duvaud, Severine, de Farias, Tarcisio Mendes, Sima, Ana Claudia
We introduce a Retrieval-Augmented Generation (RAG) system for translating user questions into accurate federated SPARQL queries over bioinformatics knowledge graphs (KGs) leveraging Large Language Models (LLMs). To enhance accuracy and reduce halluc
Externí odkaz:
http://arxiv.org/abs/2410.06062
Autor:
Bolleman, Jerven, Emonet, Vincent, Altenhoff, Adrian, Bairoch, Amos, Blatter, Marie-Claude, Bridge, Alan, Duvaud, Severine, Gasteiger, Elisabeth, Kuznetsov, Dmitry, Moretti, Sebastien, Michel, Pierre-Andre, Morgat, Anne, Pagni, Marco, Redaschi, Nicole, Zahn-Zabal, Monique, de Farias, Tarcisio Mendes, Sima, Ana Claudia
Background. In the last decades, several life science resources have structured data using the same framework and made these accessible using the same query language to facilitate interoperability. Knowledge graphs have seen increased adoption in bio
Externí odkaz:
http://arxiv.org/abs/2410.06010
Autor:
Chaki, Sayan Kumar, Baltaci, Zeynep Sonat, Vincent, Elliot, Emonet, Remi, Vial-Bonacci, Fabienne, Bahier-Porte, Christelle, Aubry, Mathieu, Fournel, Thierry
This paper aims to develop the study of historical printed ornaments with modern unsupervised computer vision. We highlight three complex tasks that are of critical interest to book historians: clustering, element discovery, and unsupervised change l
Externí odkaz:
http://arxiv.org/abs/2408.08633
Autor:
Mattingly, Henry H., Kamino, Keita, Ong, Jude, Kottou, Rafaela, Emonet, Thierry, Machta, Benjamin B.
Understanding biological functions requires identifying the physical limits and system-specific constraints that have shaped them. In Escherichia coli chemotaxis, gradient-climbing speed is information-limited, bounded by the sensory information they
Externí odkaz:
http://arxiv.org/abs/2407.07264
Living systems continually respond to signals from the surrounding environment. Survival requires that their responses adapt quickly and robustly to the changes in the environment. One particularly challenging example is olfactory navigation in turbu
Externí odkaz:
http://arxiv.org/abs/2405.20135
E. coli use a regular lattice of receptors and attached kinases to detect and amplify faint chemical signals. Kinase output is characterized by precise adaptation to a wide range of background ligand levels and large gain in response to small relativ
Externí odkaz:
http://arxiv.org/abs/2405.18331
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, as other forms of capacity measures or regularizations are used in alg
Externí odkaz:
http://arxiv.org/abs/2402.13285
Group fairness is a central research topic in text classification, where reaching fair treatment between sensitive groups (e.g. women vs. men) remains an open challenge. This paper presents a novel method for mitigating biases in neural text classifi
Externí odkaz:
http://arxiv.org/abs/2311.12689
Autor:
Brandao, Eduardo, Nakhoul, Anthony, Duffner, Stefan, Emonet, Rémi, Garrelie, Florence, Habrard, Amaury, Jacquenet, François, Pigeon, Florent, Sebban, Marc, Colombier, Jean-Philippe
Publikováno v:
Physical Review Letters 130.22 (2023): 226201
Ultrafast laser irradiation can induce spontaneous self-organization of surfaces into dissipative structures with nanoscale reliefs. These surface patterns emerge from symmetry-breaking dynamical processes that occur in Rayleigh-B\'enard-like instabi
Externí odkaz:
http://arxiv.org/abs/2310.13453
Autor:
Caufield, J. Harry, Hegde, Harshad, Emonet, Vincent, Harris, Nomi L., Joachimiak, Marcin P., Matentzoglu, Nicolas, Kim, HyeongSik, Moxon, Sierra A. T., Reese, Justin T., Haendel, Melissa A., Robinson, Peter N., Mungall, Christopher J.
Publikováno v:
Bioinformatics, 2024 Mar 4;40(3)
Creating knowledge bases and ontologies is a time consuming task that relies on a manual curation. AI/NLP approaches can assist expert curators in populating these knowledge bases, but current approaches rely on extensive training data, and are not a
Externí odkaz:
http://arxiv.org/abs/2304.02711