Zobrazeno 1 - 10
of 5 641
pro vyhledávání: '"P Avram"'
Autor:
Avram, Andrei-Marius, Timpuriu, Mircea, Iuga, Andreea, Matei, Vlad-Cristian, Tăiatu, Iulian-Marius, Găină, Tudor, Cercel, Dumitru-Clementin, Pop, Florin, Cercel, Mihaela-Claudia
Using supervised automatic summarisation methods requires sufficient corpora that include pairs of documents and their summaries. Similarly to many tasks in natural language processing, most of the datasets available for summarization are in English,
Externí odkaz:
http://arxiv.org/abs/2412.11317
In this essay, we investigate some relations between Chemical Reaction Networks (CRN) and Mathematical Epidemiology (ME) and report on several pleasant surprises which we had simply by putting these two topics together. Firstly, we propose a definiti
Externí odkaz:
http://arxiv.org/abs/2411.11867
Our paper reviews some key concepts in chemical reaction network theory and mathematical epidemiology, and examines their intersection, with three goals. The first is to make the case that mathematical epidemiology (ME), and also related sciences lik
Externí odkaz:
http://arxiv.org/abs/2411.00488
This paper presents the design and evolution of the RELATE platform. It provides a high-performance environment for natural language processing activities, specially constructed for Romanian language. Initially developed for text processing, it has b
Externí odkaz:
http://arxiv.org/abs/2410.21778
Autor:
Dima, George-Andrei, Avram, Andrei-Marius, Crăciun, Cristian-George, Cercel, Dumitru-Clementin
The remarkable achievements obtained by open-source large language models (LLMs) in recent years have predominantly been concentrated on tasks involving the English language. In this paper, we aim to advance the performance of Llama2 models on Romani
Externí odkaz:
http://arxiv.org/abs/2410.04269
This essay reviews some key concepts in mathematical epidemiology and examines the intersection of this field with related scientific disciplines, such as chemical reaction network theory and Lagrange-Hamilton geometry. Through a synthesis of theoret
Externí odkaz:
http://arxiv.org/abs/2406.03269
Cure Violence is a community violence intervention program that aims to reduce gun violence by mediating conflicts, "treating" high-risk individuals, and changing community norms. Using NYC shootings data from 2006-2023, we assess the efficacy of Cur
Externí odkaz:
http://arxiv.org/abs/2406.02459
Mathematical Epidemiology (ME) shares with Chemical Reaction Network Theory (CRNT) the basic mathematical structure of its dynamical systems. Despite this central similarity, methods from CRNT have been seldom applied to solving problems in ME. We ex
Externí odkaz:
http://arxiv.org/abs/2405.14576
Autor:
Avram, Andrei-Marius, Iuga, Andreea, Manolache, George-Vlad, Matei, Vlad-Cristian, Micliuş, Răzvan-Gabriel, Muntean, Vlad-Andrei, Sorlescu, Manuel-Petru, Şerban, Dragoş-Andrei, Urse, Adrian-Dinu, Păiş, Vasile, Cercel, Dumitru-Clementin
This work introduces HistNERo, the first Romanian corpus for Named Entity Recognition (NER) in historical newspapers. The dataset contains 323k tokens of text, covering more than half of the 19th century (i.e., 1817) until the late part of the 20th c
Externí odkaz:
http://arxiv.org/abs/2405.00155
Autor:
Sidi, Avram
In this note, we present a simple proof of an analogue of the Cauchy-Schwarz inequality relevant to products of determinants. Specifically, we show that $$ |\det(A^*MB)|^2\leq \det(A^*MA)\cdot \det(B^*MB),\quad A,B\in \mathbb{C}^{m\times n},$$ where
Externí odkaz:
http://arxiv.org/abs/2403.19691