Zobrazeno 1 - 10
of 5 884
pro vyhledávání: '"Andrè, F."'
Autor:
Martins, Pedro Henrique, Fernandes, Patrick, Alves, João, Guerreiro, Nuno M., Rei, Ricardo, Alves, Duarte M., Pombal, José, Farajian, Amin, Faysse, Manuel, Klimaszewski, Mateusz, Colombo, Pierre, Haddow, Barry, de Souza, José G. C., Birch, Alexandra, Martins, André F. T.
The quality of open-weight LLMs has seen significant improvement, yet they remain predominantly focused on English. In this paper, we introduce the EuroLLM project, aimed at developing a suite of open-weight multilingual LLMs capable of understanding
Externí odkaz:
http://arxiv.org/abs/2409.16235
Efficient point cloud coding has become increasingly critical for multiple applications such as virtual reality, autonomous driving, and digital twin systems, where rich and interactive 3D data representations may functionally make the difference. De
Externí odkaz:
http://arxiv.org/abs/2409.08130
To ensure large language models (LLMs) are used safely, one must reduce their propensity to hallucinate or to generate unacceptable answers. A simple and often used strategy is to first let the LLM generate multiple hypotheses and then employ a reran
Externí odkaz:
http://arxiv.org/abs/2409.07131
Recently, a diverse set of decoding and reranking procedures have been shown effective for LLM-based code generation. However, a comprehensive framework that links and experimentally compares these methods is missing. We address this by proposing Dec
Externí odkaz:
http://arxiv.org/abs/2408.13745
Autor:
Rodrigues, Tulio E., Furlan, Eduardo, Helene, André F., Helene, Otaviano, Pessini, Eduardo, Simões, Alexandre, Pontes, Maurício, Fischer, Frida M.
The relationships between workload and fatigue or sleepiness are investigated through the analysis of rosters and responses to questionnaires from Brazilian aircrews, taken from Fadig\^ometro database. The approach includes temporal markers - coincid
Externí odkaz:
http://arxiv.org/abs/2408.08889
Autor:
Rutherford, Saige, Wolfers, Thomas, Fraza, Charlotte, Harrnet, Nathaniel G., Beckmann, Christian F., Ruhe, Henricus G., Marquand, Andre F.
Reference classes in healthcare establish healthy norms, such as pediatric growth charts of height and weight, and are used to chart deviations from these norms which represent potential clinical risk. How the demographics of the reference class infl
Externí odkaz:
http://arxiv.org/abs/2407.19114
Event cameras have the ability to capture asynchronous per-pixel brightness changes, called "events", offering advantages over traditional frame-based cameras for computer vision applications. Efficiently coding event data is critical for transmissio
Externí odkaz:
http://arxiv.org/abs/2407.15531
Current question-answering benchmarks predominantly focus on accuracy in realizable prediction tasks. Conditioned on a question and answer-key, does the most likely token match the ground truth? Such benchmarks necessarily fail to evaluate LLMs' abil
Externí odkaz:
http://arxiv.org/abs/2407.14614
Transformers are the current architecture of choice for NLP, but their attention layers do not scale well to long contexts. Recent works propose to replace attention with linear recurrent layers -- this is the case for state space models, which enjoy
Externí odkaz:
http://arxiv.org/abs/2407.05489
Recent studies have highlighted the potential of exploiting parallel corpora to enhance multilingual large language models, improving performance in both bilingual tasks, e.g., machine translation, and general-purpose tasks, e.g., text classification
Externí odkaz:
http://arxiv.org/abs/2407.00436