Genta Indra Winata

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

end2end-asr-pytorch. End-to-End Automatic Speech Recognition on PyTorch

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)

miners. MINERS ⛏️: The semantic retrieval benchmark for evaluating multilingual language models. (EMNLP 2024 Findings)

cnn-autoencoder-tf. CNN and Contrastive Autoencoder (CAE) on EMNIST using Tensorflow

multi-task-cs-lm. Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning (CALCS 2018, ACL)

pmf. Probabilistic Matrix Factorization on MovieLens 100K

matrix_fact. Matrix Factorization Library

gentaiscool.github.io. My website

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

xnli-dataset. Python

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

cyk-parser. Cocke–Younger–Kasami Algorithm Parser

pokeranch-imba. Pokemon Game in Android

chicken-scheme. Permutation in Chicken Scheme

multi-layer-perceptron. Implementation of multi-layer perceptron neural network