Zobrazeno 1 - 10
of 13 530
pro vyhledávání: '"Roller A"'
Autor:
Garau-Luis, Juan Jose, Bordes, Patrick, Gonzalez, Liam, Roller, Masa, de Almeida, Bernardo P., Hexemer, Lorenz, Blum, Christopher, Laurent, Stefan, Grzegorzewski, Jan, Lang, Maren, Pierrot, Thomas, Richard, Guillaume
Biological sequences encode fundamental instructions for the building blocks of life, in the form of DNA, RNA, and proteins. Modeling these sequences is key to understand disease mechanisms and is an active research area in computational biology. Rec
Externí odkaz:
http://arxiv.org/abs/2406.14150
Autor:
Raithel, Lisa, Yeh, Hui-Syuan, Yada, Shuntaro, Grouin, Cyril, Lavergne, Thomas, Névéol, Aurélie, Paroubek, Patrick, Thomas, Philippe, Nishiyama, Tomohiro, Möller, Sebastian, Aramaki, Eiji, Matsumoto, Yuji, Roller, Roland, Zweigenbaum, Pierre
User-generated data sources have gained significance in uncovering Adverse Drug Reactions (ADRs), with an increasing number of discussions occurring in the digital world. However, the existing clinical corpora predominantly revolve around scientific
Externí odkaz:
http://arxiv.org/abs/2403.18336
Objective: To improve performance of medical entity normalization across many languages, especially when fewer language resources are available compared to English. Materials and Methods: We introduce xMEN, a modular system for cross-lingual medical
Externí odkaz:
http://arxiv.org/abs/2310.11275
Autor:
Roslund, Jonathan D., Cingöz, Arman, Lunden, William D., Partridge, Guthrie B., Kowligy, Abijith S., Roller, Frank, Sheredy, Daniel B., Skulason, Gunnar E., Song, Joe P., Abo-Shaeer, Jamil R., Boyd, Martin M.
Deployed optical clocks will improve positioning for navigational autonomy, provide remote time standards for geophysical monitoring and distributed coherent sensing, allow time synchronization of remote quantum networks, and provide operational redu
Externí odkaz:
http://arxiv.org/abs/2308.12457
Factuality can play an important role when automatically processing clinical text, as it makes a difference if particular symptoms are explicitly not present, possibly present, not mentioned, or affirmed. In most cases, a sufficient number of example
Externí odkaz:
http://arxiv.org/abs/2308.08827
Autor:
Zhang, Jianguo, Roller, Stephen, Qian, Kun, Liu, Zhiwei, Meng, Rui, Heinecke, Shelby, Wang, Huan, Savarese, Silvio, Xiong, Caiming
End-to-end task-oriented dialogue (TOD) systems have achieved promising performance by leveraging sophisticated natural language understanding and natural language generation capabilities of pre-trained models. This work enables the TOD systems with
Externí odkaz:
http://arxiv.org/abs/2308.08169
We study improving social conversational agents by learning from natural dialogue between users and a deployed model, without extra annotations. To implicitly measure the quality of a machine-generated utterance, we leverage signals like user respons
Externí odkaz:
http://arxiv.org/abs/2307.14117
Autor:
Martina Rimoldi, Ning Wang, Jilin Zhang, Diego Villar, Duncan T. Odom, Jussi Taipale, Paul Flicek, Maša Roller
Publikováno v:
Genome Biology, Vol 25, Iss 1, Pp 1-22 (2024)
Abstract Background DNA methylation is an important epigenetic modification which has numerous roles in modulating genome function. Its levels are spatially correlated across the genome, typically high in repressed regions but low in transcription fa
Externí odkaz:
https://doaj.org/article/cf477576d182432584630d6c8a3a968c
Autor:
Tilman Schmider, Anne Grethe Hestnes, Julia Brzykcy, Hannes Schmidt, Arno Schintlmeister, Benjamin R. K. Roller, Ezequiel Jesús Teran, Andrea Söllinger, Oliver Schmidt, Martin F. Polz, Andreas Richter, Mette M. Svenning, Alexander T. Tveit
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-15 (2024)
Abstract Atmospheric methane oxidizing bacteria (atmMOB) constitute the sole biological sink for atmospheric methane. Still, the physiological basis allowing atmMOB to grow on air is not well understood. Here we assess the ability and strategies of s
Externí odkaz:
https://doaj.org/article/bc2648fe4b9f4ce1900630a561f8c778
Autor:
Molybog, Igor, Albert, Peter, Chen, Moya, DeVito, Zachary, Esiobu, David, Goyal, Naman, Koura, Punit Singh, Narang, Sharan, Poulton, Andrew, Silva, Ruan, Tang, Binh, Liskovich, Diana, Xu, Puxin, Zhang, Yuchen, Kambadur, Melanie, Roller, Stephen, Zhang, Susan
We present a theory for the previously unexplained divergent behavior noticed in the training of large language models. We argue that the phenomenon is an artifact of the dominant optimization algorithm used for training, called Adam. We observe that
Externí odkaz:
http://arxiv.org/abs/2304.09871