452 Open source projects that are alternatives of or similar to Rnn Nlu

Implementation of State-of-the-art Text Classification Models in Pytorch

Deep Learning based Automatic Speech Recognition with attention for the Nvidia Jetson.

A bidirectional recurrent neural network model with attention mechanism for restoring missing punctuation in unsegmented text

RNNSharp is a toolkit of deep recurrent neural network which is widely used for many different kinds of tasks, such as sequence labeling, sequence-to-sequence and so on. It's written by C# language and based on .NET framework 4.6 or above versions. RNNSharp supports many different types of networks, such as forward and bi-directional network, sequence-to-sequence network, and different types of layers, such as LSTM, Softmax, sampled Softmax and others.

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

Deep-learning model presented in "DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison".

A neural network to generate captions for an image using CNN and RNN with BEAM Search.

Sequence Labeling in Tensorflow

[AAAI 2020] Modeling Personality with Attentive Networks and Contextual Embeddings

ACL 2018: Hybrid semi-Markov CRF for Neural Sequence Labeling (http://aclweb.org/anthology/P18-2038)

word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding

Transformer implemented in Keras

a Deep Learning Framework for Text

LSTM-CRF in PyTorch

Tensorflow implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)

End-to-end ASR/LM implementation with PyTorch

Simple and comprehensive tutorials in TensorFlow

序列化标注工具，基于PyTorch实现BLSTM-CNN-CRF模型，CoNLL 2003 English NER测试集F1值为91.10%（word and char feature）。

Four styles of encoder decoder model by Python, Theano, Keras and Seq2Seq

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

Generative Adversarial Transformers

Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com

Anomaly detection implemented in Keras

🥕 Evolutionary Neural Networks in JavaScript

A Japanese tokenizer based on recurrent neural networks

CRNN with attention to do OCR,add Chinese recognition

Empower Sequence Labeling with Task-Aware Neural Language Model | a PyTorch Tutorial to Sequence Labeling

The RWTH extensible training framework for universal recurrent neural networks

RMDL: Random Multimodel Deep Learning for Classification

Official implementation of the paper “GECToR – Grammatical Error Correction: Tag, Not Rewrite” // Published on BEA15 Workshop (co-located with ACL 2020) https://www.aclweb.org/anthology/2020.bea-1.16.pdf

My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.

Reinforcement Learning for Portfolio Management

TensorFlow implementation of "Tracking the World State with Recurrent Entity Networks".

Sequence prediction using recurrent neural networks(LSTM) with TensorFlow

Deep Modular Co-Attention Networks for Visual Question Answering

Learning Named Entity Tagger from Domain-Specific Dictionary

[ICCV 2019] "ABD-Net: Attentive but Diverse Person Re-Identification" https://arxiv.org/abs/1908.01114

Fine-grained Sentiment Analysis of User Reviews --- AI CHALLENGER 2018

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

BERT-NER (nert-bert) with google bert https://github.com/google-research.

Implementation of ABCNN(Attention-Based Convolutional Neural Network) on Tensorflow

Bilinear attention networks for visual question answering

Machine learning models for time series analysis

TensorFlow implementation of 'Attention Is All You Need (2017. 6)'

LSTM+CRF NER

Connectionist Temporal Classification (CTC) decoder with dictionary and language model for TensorFlow.

📃 **Unofficial** PyTorch Implementation of DA-RNN (arXiv:1704.02971)

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

Char-RNN implemented using TensorFlow.

Neural Network for HFT-trading [experimental]

Deep neural models for core NLP tasks (Pytorch version)

Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.

Code base for solving Markov Decision Processes and Reinforcement Learning problems using Recurrent Convolutional Neural Networks.

Official code for ResUNetplusplus for medical image segmentation (TensorFlow implementation) (IEEE ISM)

Pointer-generator reinforced seq2seq summarization in PyTorch

Computer-generated poetry

A neural network layer that enables training of deep neural networks directly from crowdsourced labels (e.g. from Amazon Mechanical Turk) or, more generally, labels from multiple annotators with different biases and levels of expertise.

slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet

Tensorflow implementation of Synthetic Gradient for RNN (LSTM)

Fast + Non-Autoregressive Grammatical Error Correction using BERT. Code and Pre-trained models for paper "Parallel Iterative Edit Models for Local Sequence Transduction": www.aclweb.org/anthology/D19-1435.pdf (EMNLP-IJCNLP 2019)