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followers: 4.0 following: 44.0 repos: 315.0 gists: 3.0

Name: Wilfredo Martel

Type: User

Company: FullStack Developer | Semantic Search | NLP

Bio: I am a passionate student in Artificial Intelligence, specializing in semantic search, NLP, transformers, and bio-inspired algorithms.

Location: Ecuador

Blog: www.linkedin.com/in/wilfredomartel

Wilfredo Martel's Projects

semantic-segmentation-legalai

Semantic Segmentation of Legal texts that labels sentences with one of 7 rhetorical roles.

sematic

Context-enhanced question answering, local setup. GPT4ALL, HuggingFace Embeddings model, FAISS, LangChain

sentence-embedding-is-all-you-need

Korean Sentence Embedding Repository

sentence-pairs-classification

Contrast the performance and results between different vector model representations in a multi-classification problem.

sentence-transformers

Sentence Embeddings with BERT & XLNet Sentence FineTune

sentence-use

Sentence-USE: Universal Sentence Encoder with Siamese Architecture

sentencekobert_personality_research

SentenceBERT training - ALL Code

sgpt

SGPT: GPT Sentence Embeddings for Semantic Search

siamese-nn

Tensorflow Implementation of Siamese Neural Network for Learning Sentence Similarity

siamesebert-notebook

Quick semantic search using Siamese-BERT encodings

slowfast

Video categorization with customized versions of SlowFast

smtp-connection-pool

Lightweight SMTP connection pool with clustering support, wait/release mechanism, connection lifecycle management, eager/lazy loading pool with load balancing and auto-expiry policy support

spanish-bert

Pretrain RoBERTa for Spanish from scratch and perform NER on Spanish documents

spanish-clinical-case-classificator-with-bert

The project consists in the creation of an automatic classifier of clinical cases in Spanish, with associate each case with the corresponding ICD-10 code. The classifier was trained through deep learning with three variants of the BERT model, for processing Spanish text: Multilingual BERT, BETO and RuPERTa.

spanish-nlp-workshop

A tutorial about NLP technologies available for the Spanish language

spanish-squad-bert

Spanish Q&A System based on BERT fine-tuned on SQuAD

spanish-word-embeddings

Spanish word embeddings computed with different methods and from different corpora

spanishnlpmodelcorpus

Corpus y modelos entrenados para NLP en Español

spanishwordembeddings

Spanish Word Embeddings computed from large corpora and different sizes using fastText.

specter

SPECTER: Document-level Representation Learning using Citation-informed Transformers

splade

SPLADE: sparse neural search (SIGIR21, SIGIR22)

spring-boot-persistence-best-practices

Source Code for 'Spring Boot Persistence Best Practices' by Anghel Leonard

spring-webdav

WebDAV mapping for Spring Boot - Use an API like a network drive, open data as files, edit and save them.

spring-websocket-performance-issue

This repository is an example of a performance issue with spring websocket and rabbitmq

sptag

A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search scenario.

squad-es-mt

Spanish version of SQuAD 1.1 and 2.0 obtained via machine translation

squad-question-answering-using-bert

Successfully leveraged a pretrained BERT Transformer model for developing a question answering system.

stackoverflow-semantic-search

Word2Vec encodings based search engine for Stackoverflow questions

stanford-algorithms

algorithms specialization coursera

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Wilfredo Martel's Projects

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