Popular GitHub Repositories for Bilstm

Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs

Source codes and corpora of paper "Iterated Dilated Convolutions for Chinese Word Segmentation"

reference tensorflow code for named entity tagging

reference pytorch code for named entity tagging

Multivariate Time Series Prediction using Keras (CNN BiLSTM Attention)

biLSTM/CNN based deep learning framework for Question Answer Selection.

Compare six baseline deep learning models on TrecQA

A clean and structured implementation of the RNN family with wandb and pytorch-lightning

In this repository you will find an end-to-end model for text generation by implementing a Bi-LSTM-LSTM based model with PyTorch's LSTMCells.

Ensemble RNN based neural network for ECG anomaly detection

✨ Fake news classification using source adaptive framework - BE Project ?The repository contains Detailed Documentation of the project, Classification pipeline, Architecture, System Interface Design, Tech stack used.

Here I sort out some small projects I did in the process of learning NLP.

Audio-driven facial animation generator with BiLSTM used for transcribing the speech and web interface displaying the avatar and the animation

Modified version of RusStress (https://github.com/MashaPo/russtress) — python package for placing stress in Russian text using RNN (BiLSTM) and the "Grammatical Dictionary" by A. A. Zaliznyak (from http://odict.ru/).

Distilling Task-Specific Knowledge from Teacher Model into BiLSTM

Benchmarking various Deep Learning models such as BERT, ALBERT, BiLSTMs on the task of sentence entailment using two datasets - MultiNLI and SNLI.

State of the art Chinese Word Segmentation with Bi-LSTMs

Use Bi-LSTM neural network to classify Chinese text sentiment, including eight categories (like, disgust, happiness, sadness, anger, surprise, fear, none)

Bangla news classification and generation

Automatic speech recognition for the Nepali language using CNN, bidirectional LSTM and ResNet - IEEE (ICICT - 2022)