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05/21/2023
SLaDe: A Portable Small Language Model Decompiler for Optimized Assembler
Decompilation is a well-studied area with numerous high-quality tools av...
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01/27/2023
Matching Linear Algebra and Tensor Code to Specialized Hardware Accelerators
Dedicated tensor accelerators demonstrate the importance of linear algeb...
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06/30/2022
esCorpius: A Massive Spanish Crawling Corpus
In the recent years, transformer-based models have lead to significant a...
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02/14/2022
Sequence-to-Sequence Resources for Catalan
In this work, we introduce sequence-to-sequence language resources for C...
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12/10/2021
The Large Labelled Logo Dataset (L3D): A Multipurpose and Hand-Labelled Continuously Growing Dataset
In this work, we present the Large Labelled Logo Dataset (L3D), a multip...
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10/31/2021
FinEAS: Financial Embedding Analysis of Sentiment
We introduce a new language representation model in finance called Finan...
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10/23/2021
Spanish Legalese Language Model and Corpora
There are many Language Models for the English language according to its...
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09/16/2021
Spanish Biomedical Crawled Corpus: A Large, Diverse Dataset for Spanish Biomedical Language Models
We introduce CoWeSe (the Corpus Web Salud Español), the largest Spanish ...
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09/08/2021
Biomedical and Clinical Language Models for Spanish: On the Benefits of Domain-Specific Pretraining in a Mid-Resource Scenario
This work presents biomedical and clinical language models for Spanish b...
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08/30/2021
On the Multilingual Capabilities of Very Large-Scale English Language Models
Generative Pre-trained Transformers (GPTs) have recently been scaled to ...
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08/17/2021
Learning C to x86 Translation: An Experiment in Neural Compilation
Deep learning has had a significant impact on many fields. Recently, cod...
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07/16/2021
Are Multilingual Models the Best Choice for Moderately Under-resourced Languages? A Comprehensive Assessment for Catalan
Multilingual language models have been a crucial breakthrough as they co...
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07/15/2021
Spanish Language Models
This paper presents the Spanish RoBERTa-base and RoBERTa-large models, a...
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05/31/2021
Persistent Homology Captures the Generalization of Neural Networks Without A Validation Set
The training of neural networks is usually monitored with a validation (...
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02/25/2021
Spanish Biomedical and Clinical Language Embeddings
We computed both Word and Sub-word Embeddings using FastText. For Sub-wo...
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01/19/2021
Determining Structural Properties of Artificial Neural Networks Using Algebraic Topology
Artificial Neural Networks (ANNs) are widely used for approximating comp...
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12/21/2020
A Vulnerability Study on Academic Collaboration Networks Based on Network Dynamics
Researchers that work for the same institution use their email as the ma...
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04/17/2020
