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FastText Spanish Medical Embeddings

open access: yes, 2020
[Plan TL/medicine/word embeddings] Word embeddings generated from Spanish corpora that include: (a) the full-text in Spanish available in SciELO.org (until December/2018), (b) all articles from the following Wikipedia categories: Pharmacology, Pharmacy ...
Aitor Gonzalez-Agirre   +5 more
core   +1 more source

Unveiling Biases in Word Embeddings: An Algorithmic Approach for Comparative Analysis Based on Alignment [PDF]

open access: yes, 2023
openWord embeddings are state-of-the-art vectorial representation of words with the goal of preserving semantic similarity. They are the result of specific learning algorithms trained on usually large corpora.
SANGUIN, PIETRO MARIA
core  

From Node Embedding To Community Embedding

open access: yesCoRR, 2016
Code available at https://github.com/andompesta/nodeembedding-to ...
Vincent W. Zheng   +4 more
openaire   +2 more sources

Latin embeddings

open access: yes, 2020
Lemma embeddings for Latin can be downloaded here. Embeddings have been evaluated on a novel benchmark for the synonym selection task available in the file syn-selection-benchmark-Latin.tsv.
Rachele Sprugnoli   +2 more
core   +1 more source

Injective and coarse embeddings of persistence diagrams and Wasserstein space [PDF]

open access: yes, 2023
In this dissertation we will examine questions related to two fields of mathematics, topological data analysis (TDA) and optimal transport (OT). Both of these fields center on complex data types to which one often needs to apply standard machine learning
Pritchard, Christopher Neil   +1 more
core  

Equivalent birational embeddings.

open access: yes, 2009
Let X be a projective variety of dimension r. We want to understand when two birational embeddings of the same variety are equivalent up to a Cremona transformation of the projective space, in this case we say that they are Cremona equivalent.
MELLA, Massimiliano, Polastri, Elena
core   +1 more source

CrimeVec—Exploring Spatial-Temporal Based Vector Representations of Urban Crime Types and Crime-Related Urban Regions

open access: yesISPRS International Journal of Geo-Information, 2021
The traditional categorization of crime types relies on a hierarchical structure, from high-level categories to lower-level subtypes. This tree-based classification treats crime types as mutually independent when they do not branch from the same higher ...
Alessandro Crivellari, Alina Ristea
doaj   +1 more source

Hawkish or Dovish? That Is the Question: Agentic Retrieval of FED Monetary Policy Report

open access: yesMathematics
This paper develops a Natural Language Processing (NLP) pipeline to quantify the hawkish–dovish stance in the Federal Reserve’s semiannual Monetary Policy Reports (MPRs).
Ana Lorena Jiménez-Preciado   +3 more
doaj   +1 more source

Gender bias in Word Embeddings: toward a gender score analysis in textual documents. [PDF]

open access: yes, 2022
openIl seguente elaborato proporne uno studio dei principali esperimenti condotti sui Word Embeddings, con un’attenzione particolare a quelli relativi ai WE nella lingua italiana e una seguente analisi del gender score nei documenti testuali.
FRISO, LUCA
core  

Embedding by Unembedding

open access: yesProceedings of the ACM on Programming Languages, 2023
Embedding is a language development technique that implements the object language as a library in a host language. There are many advantages of the approach, including being lightweight and the ability to inherit features of the host language.
Kazutaka Matsuda   +3 more
openaire   +3 more sources

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