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How to use ELMo embeddings in Keras with Tensorflow Hub

Jupyter Notebook 260 91 Updated Dec 18, 2018

BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.

Python 387 81 Updated Nov 21, 2022

tensorflow implementation

Jupyter Notebook 1,146 556 Updated Jul 19, 2019

use ELMo in chinese environment

Python 104 33 Updated Oct 31, 2018

An open-source NLP research library, built on PyTorch.

Python 11,792 2,249 Updated Nov 22, 2022

Tensorflow implementation of contextualized word representations from bi-directional language models

Python 1,618 452 Updated Mar 4, 2023

Using pre trained word embeddings (Fasttext, Word2Vec)

Python 157 31 Updated Jun 19, 2018

This is a drop-in Keras layer for ELMo embeddings.

Python 47 10 Updated Dec 29, 2018

Deep contextualized word representations for Chinese

Python 151 44 Updated Nov 21, 2019

DCIC消费者人群画像-信用智能评分Baseline

Jupyter Notebook 35 14 Updated Feb 28, 2019

Code for Fine-grained Sentiment Analysis of User Reviews of AI Challenger 2018

Python 169 40 Updated Aug 28, 2019

AI Challenger 2018 Sentiment Analysis Baseline with fastText

Python 151 41 Updated Oct 2, 2018

ai challenger 2018细粒度情感分类第一名解决方案, A training framework itegrating tensorflow and pytorch

Jupyter Notebook 580 210 Updated Nov 27, 2022

A PyTorch implementation of : Language Modeling with Gated Convolutional Networks.

Python 99 22 Updated Jan 7, 2022

基于 SVM 的细粒度情感分析

Python 22 6 Updated Nov 19, 2018

AI Challenger, a platform for open datasets and programming competitions to artificial intelligence (AI) talents around the world. https://challenger.ai/

Python 682 279 Updated Dec 8, 2022

AI Challenger 2018 细粒度用户评论情感分析,排名17th,基于Aspect Level 思路的解决方案

Python 327 84 Updated Nov 16, 2018

大众点评评论文本挖掘,包括点评数据爬取、数据清洗入库、数据分析、评论情感分析等的完整挖掘项目

Jupyter Notebook 779 173 Updated Oct 9, 2018
Python 134 58 Updated Nov 20, 2022

Multi-level tagger

Python 23 4 Updated May 4, 2018

汽车行业用户观点主题及情感识别

Jupyter Notebook 31 13 Updated Nov 13, 2018

100+ Chinese Word Vectors 上百种预训练中文词向量

Python 11,914 2,326 Updated Oct 30, 2023

Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF

Python 158 38 Updated May 16, 2021

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

Python 4,763 1,256 Updated Feb 24, 2021

CRF-RNN Keras/Tensorflow version

Python 602 169 Updated Oct 17, 2021

Implementing different neural architectures for ABSA. [IN PROGRESS]

Python 28 19 Updated May 18, 2017

TensorFlow code and pre-trained models for BERT

Python 38,598 9,657 Updated Jul 23, 2024

CNN-RNN中文文本分类,基于TensorFlow

Python 4,183 1,469 Updated Mar 31, 2024

A TensorFlow implementation for "Interactive Attention Networks for Aspect-Level Sentiment Classification"

Python 99 40 Updated Jan 30, 2020

细粒度情感分析repository1:Wai Mai Opinion Miner,细粒度情感分析系统GUI demo。

Python 109 47 Updated Jun 2, 2016
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