Discover @gentaiscool Open Source projects

Genta Indra Winata (@gentaiscool)

gentaiscool

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Location 🇭🇰 Hong Kong
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Python
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Java
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end2end-asr-pytorch

End-to-End Automatic Speech Recognition on PyTorch

code-switching-papers

A curated list of research papers and resources on code-switching

lstm-attention

Attention-based bidirectional LSTM for Classification Task (ICASSP)

few-shot-lm

The source code of "Language Models are Few-shot Multilingual Learners" (MRL @ EMNLP 2021)

ros-vrep-slam

ROS and V-REP for Robot Mapping and Localization

indonesian-nlp

A curated list of research papers and resources on Indonesian languages

meta-emb

Multilingual Meta-Embeddings for Named Entity Recognition (RepL4NLP & EMNLP 2019)

multi-task-cs-lm

Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning (CALCS 2018, ACL)

cnn-autoencoder-tf

CNN and Contrastive Autoencoder (CAE) on EMNIST using Tensorflow

pmf

Probabilistic Matrix Factorization on MovieLens 100K

matrix_fact

Matrix Factorization Library

miners

MINERS ⛏️: The semantic retrieval benchmark for evaluating multilingual language models.

gentaiscool.github.io

scikit-learn-examples

Exploration on Logistic Regression, MLP, and SVM using Scikit-learn

distfuse

A library to calculate similarity scores between two collections of text sequences encoded using transformer models for bitext mining, dense retrieval, retrieval-based classification, and retrieval-augmented generation (RAG).

scatternet

Generating scatternet features

cyk-parser

Cocke–Younger–Kasami Algorithm Parser

tripsquare

Collaborative real-time travel app planner for HackUST 2017 transportation category

chicken-scheme

Permutation in Chicken Scheme

nlp-id-progress

The latest progress on the NLP research for the Indonesian language

pokeranch-imba

Pokemon Game in Android

multi-layer-perceptron

Implementation of multi-layer perceptron neural network

xnli-dataset

metametrics