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bilstm-attention

Here are 17 public repositories matching this topic...

buppt / ChineseNRE

中文实体关系抽取，pytorch，bilstm+attention

pytorch chinese attention relation-extraction nre bilstm bilstm-attention

Updated Nov 13, 2021
Python

jasoncao11 / nlp-notebook

NLP 领域常见任务的实现，包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生成、句子相似度判断、三元组抽取、预训练模型等。

Updated May 20, 2023
Python

kyzhouhzau / NLPGNN

1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.

Updated Jun 9, 2020
Python

Renovamen / Text-Classification

PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类

nlp text-classification cnn transformer lstm document-classification fasttext hierarchical-attention-networks han textcnn bilstm-attention

Updated Apr 22, 2021
Python

YJiangcm / SST-2-sentiment-analysis

Use BiLSTM_attention, BERT, ALBERT, RoBERTa, XLNet model to classify the SST-2 data set based on pytorch

pytorch albert bert google-colab roberta bilstm-attention xlnet

Updated Dec 9, 2020
Jupyter Notebook

Doragd / Text-Classification-PyTorch

Implementation of papers for text classification task on SST-1/SST-2

nlp text-classification sentiment-classification textcnn bilstm-attention

Updated Jun 22, 2022
Python

MirunaPislar / multi-head-attention-labeller

Joint text classification on multiple levels with multiple labels, using a multi-head attention mechanism to wire two prediction tasks together.

sentiment-analysis transformer semi-supervised-learning sentence-classification attention-mechanism joint-models zero-shot-learning multi-task-learning conll-2003 bilstm error-detection multihead-attention joint-learning sequence-labelling bilstm-attention hedge-detection

Updated Oct 17, 2020
Python

yaokui2018 / SentimentAnalysis

中文情感分类 | 基于三分类的文本情感分析

sentiment-analysis lstm attention bert sentiment-classification self-attention bilstm-attention bigru

Updated Nov 3, 2023
Python

abhilash1910 / MiniClassifier

Deep Learning Library for Text Classification.

nlp tensorflow embeddings keras-tensorflow classification-model cnn-classification bilstm-attention

Updated Nov 15, 2020
Jupyter Notebook

MsTao-68 / 2022-COMAP-C-DL

# 2022 COMAP Problem C chosen (Bitcoin and Gold Quant Trading

deep-learning bitcoin convolutional-neural-networks pairs-trading financial-engineering bilstm-attention

Updated Mar 31, 2022
Jupyter Notebook

gallipoligiuseppe / SentiModel

Explainable Sentence-Level Sentiment Analysis – Final project for "Deep Natural Language Processing" course @ PoliTO

natural-language-processing sentiment-analysis explainable-ai bilstm-attention

Updated May 10, 2022
Python

ZhiyuZhang803 / NLP_Fake_News_Detection

This repo contains all files needed to train and select NLP models for fake news detection

nlp machine-learning deep-learning word2vec lstm glove-embeddings bilstm-attention fake-news-detection huggingface-transformers

Updated Dec 15, 2022
Jupyter Notebook

deivanand / Next-Word-Prediction

This project features a Next Word Prediction Model deployed via a FLASK API, implemented using a Bi-LSTM model with an attention layer.

visualization deep-learning neural-networks datawrangling deployement attention-mechanism flask-api lstm-neural-networks prediction-model bilstm-attention

Updated Aug 30, 2023
Jupyter Notebook

Kristinx351 / DataMining-Twitter-sentiment-analysis

Course project of CS247.

twitter sentiment-analysis pos-embedding bilstm-attention

Updated Dec 12, 2023
Jupyter Notebook

karnikkanojia / SMS-Spam-API

Deep Learning based end-to-end solution for detecting fraudulent and spam messages across all your devices

docker python3 bilstm-attention tensorflow2

Updated Jan 27, 2022
PureBasic

Trisha11r / Improvement-on-Knowledge-backed-Generation-Model-Using-Post-Modifier-Dataset

The task of post modifier generation requires to automatically generate a post modifier phrase describing the target entity (an entity essentially refers to a noun but here we only consider people) that contextually fits in the input sentence.

nlp natural-language-processing tensorflow wikidata pytorch neural-networks nlp-machine-learning bilstm-attention post-modifier-generation

Updated Jun 16, 2020
Python

AbdirayimovS / Text-Classification-in-PyTorch

TextCNN, TextRNN, FastText, TextRCNN, BiLSTM Attention, DPCNN and Transformer in Pytorch framework

python nlp pytorch transformer fasttext textcnn textrnn dpcnn textrcnn bilstm-attention

Updated Apr 18, 2023

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