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Search results for lstm attention

163 search results found

Uav_obstacle_avoidance_controller ⭐ 18

UAV Obstacle Avoidance using Deep Recurrent Reinforcement Learning with Temporal Attention

Ebim Nli ⭐ 18

Enhanced BiLSTM Inference Model for Natural Language Inference

Dhs_summit_2019_image_captioning ⭐ 18

Image captioning using attention models

Tacotron2 ⭐ 18

An implementation of Tacotron2 (excluding WaveNet-vocoder) in TensorFlow.

Match Lstm ⭐ 17

PyTorch Implementation of "Learning Natural Language Inference with LSTM", 2016, S. Wang et al. (https://arxiv.org/pdf/1512.08849.pdf)

Dialogue Seq2seq ⭐ 17

Sequence-to-Sequence Generative Dialogue Systems

Rnn Attention ⭐ 17

两层attention 的lstm评论情感分析

Attention_time ⭐ 16

Python implementation of a time-series model with (optional) attention where the encoder is CNN, decoder is LSTM, and more.

Attention-based LSTM model with the Aspect information to solve financial opinion mining problem (WWW 2018 shared task1)

Icdar2019 Readings ⭐ 14

Cs 224u Project ⭐ 14

Recurrent versus Recursive Approaches Towards Compositionality in Semantic Vector Spaces.

Ptb Pytorch Lstm Attention ⭐ 13

PTB Language Modelling task with LSTM + Attention layer

Ai_medicalnotes ⭐ 13

Automatic classification of medical patient discharge notes into standard disease labels, using deep learning models

Tf_encdec_seq2seq ⭐ 12

Configurable Encoder-Decoder Sequence-to-Sequence model. Built with TensorFlow.

Machinetranslation Lstm ⭐ 12

英文->中文的机器翻译，原始数据是Kreas官方demo中用到的那个数据，大概2万条。已经上传模型，

Language Models ⭐ 12

research and implementations of recurrent neural networks and their applications

Attention-based Recurrent Neural Nets + POS embeddings for Authorship Recognition

Structured Neural Summarization Replication ⭐ 11

Replication of the paper "Structured Neural Summarization" which uses Graph Neural Networks and Seq2Seq models to summarize natural language and source code.

Videolstm ⭐ 11

Atae Lstm ⭐ 11

realization of paper 《Attention-based LSTM for Aspect-level Sentiment Classification》

Attentive_lstm_question Answering ⭐ 10

Bi-directional LSTM with attention for question answering

Research Experiments ⭐ 10

Includes implementations of various Question-Answering models for the SQuAD dataset and other Research Experiments

Stance_detection ⭐ 10

Stance Detection for the Fake News Challenge with Conditional Encoding and Attention LSTM, as Stanford CS224N class project by Stephen Pfohl, Oskar Triebe and Ferdinand Legros.

Neural_machine_translation ⭐ 9

Machine translation with Tensorflow using a Bidirectional LSTM encoder-decoder network with attention implemented from scratch

Nlp_programs ⭐ 9

本repo使用tensorflow2实现NLP中常见的模型：文本相似度分析、文本摘要、文本生成、机器

Aspect Based Sentiment Analysis (ABSA)

Audio Visual Video Caption ⭐ 9

Pytorch implementation of audio-visual fusion video captioning model

Pydataehv_workshop ⭐ 9

This is a implementation of "面向属性抽取的门控动态注意力机制"

Sentiment Analysis Statistics ⭐ 8

A Pytorch Project To Image Caption ⭐ 8

Image Caption with Attention | a PyTorch Project to Image Caption

Stance Detection ⭐ 8

LSTM, biconditional, soft attention LSTM/GRU encoders for SemEval 2016 stance detection task

Vehicle Trajectory Prediction with Deep Learning Models

Contextual embedding for text blobs.

Deep Learning Seminar ⭐ 8

Sequence Modeling: Recurrent and Recursive nets

Widedeepsequenceattentionframe ⭐ 7

Wide And Deep Sequence model Attention Mechanism

Rnn Attention Network ⭐ 7

Here a simple implementation of RNN + attention neural network on IMDB movie reviews.

Bilatticernn Confidence ⭐ 7

Confidence Estimation for Black Box Automatic Speech Recognition Systems Using Lattice Recurrent Neural Networks https://arxiv.org/abs/1910.11933 or https://ieeexplore.ieee.org/document/9053264

Bottom Up Summary ⭐ 7

Bottom-up Summarization

Bert Attribute Value Extract ⭐ 7

A Pytorch implementation of "Scaling Up Open Tagging from Tens to Thousands: Comprehension Empowered Attribute Value Extraction from Product Title" (ACL 2019).

Reading_group ⭐ 7

Reading group material and links

Stacked Attention Networks For Visual Question Answering ⭐ 7

Implementation of the paper "Stacked Attention Networks for Image Question Answering" in Tensorflow

Kaggle Kuzushiji Recognition ⭐ 7

code of kuzushiji-recognition 4th place

Sentence_classification ⭐ 7

Tensorflow-based framework which lists attentive implementation of the conventional neural network models (CNN, RNN-based), applicable for Relation Extraction classification tasks as well as API for custom model implementation

I2b2 Entity Relation Extraction ⭐ 6

Entity Relation Extraction using Bert & LSTM

Named Entity Recognition ⭐ 6

Named Entity Recognition via Attention_based CNNs-BiLSTm-CRF

Text Classification ⭐ 6

A text classification and similairty computing project in Python.We have tried wordbag,word2vec,WordMoverDistance,N-gram,LSTM,C-L LSTM with attention .etc.LSTM with attention(completed in Pytorch) turns out to be the best in out news title dataset.

Sequence to sequence (NMT)

Lstm_with_attention ⭐ 6

Seq2seq using LSTM with attention from Luong et al

Ece544_text_generation ⭐ 6

Product description generation via keywords

Air_pollutants_prediction_lstm ⭐ 6

This is a project for predicting air pollutants in London by time series model, including lstm, bilstm, Convlstm, attention lstm, lightGBM and ARIMA

A Spatio-temporal Framework for Soil Property Prediction with Digital Soil Mapping (DSM)

Attenscriptnetpr ⭐ 6

This repository contains the codes and instructions to use the trained models for all the four datasets described in the paper : 'Script Identification in Natural Scene Image and Video Frame using Attention based Convolutional-LSTM Network'

Text_imputation ⭐ 5

Text Imputation (Automatic Sentence Completion) using RNNs

Chord Generator Attention Lstm ⭐ 5

Keras implementation of "Chord Generation from Symbolic Melody Using BLSTM Networks"

Lstm Pinyin2ch ⭐ 5

seq2seq PinYin to Chinese translator

Learning Natural Language Inference Using Bidirectional Lstm Model And Inner Attention ⭐ 5

Implementation of sentence comparison model using inner attention

Sequence Labeling ⭐ 5

分词、词性标注

Semeval_2010_task8 ⭐ 5

semeval 2010 task8 关系抽取模型代码

Keras Attention Mechanism ⭐ 5

the extension of https://github.com/philipperemy/keras-attention-me , create a new scipt to add attetion to input dimensions rather than timesteps in the origin project。

Keras Attention Mechanism Master ⭐ 5

keras注意力机制

Neural Image Caption Generator ⭐ 5

In this project, I define and train an image-to-caption model that can produce descriptions for real world images with Flickr-8k dataset.

Attention_model For Chinese Emotion Classification ⭐ 5

this is a soft attention model for Chinese emotion classification

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