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absa-bert-pair

Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence (NAACL 2019)

absa-pytorch

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

absa_keras

Keras Implementation of Aspect based Sentiment Analysis

absapreprocess

Preprocess script for raw data of Aspect Based Sentiment Analysis research

ai-comp

AI-Challenger Baseline 细粒度用户评论情感分析

al_challenger_2018_sentiment_analysis

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

aspect-based-sentiment-analysis

Aspect Based Sentiment Analysis

aspect-extraction

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

aspect-sentiment-analysis

aspectbasedsentimentanalysis

Aspect Based Sentiment Analysis is a special type of sentiment analysis. In an explicit aspect, opinion is expressed on a target(opinion target), this aspect-polarity extraction is known as ABSA. Read more here: https://drive.google.com/file/d/0B7vJE8cREnn4SGxzWFNYUzg2VkE/view?usp=sharing or https://dl.acm.org/citation.cfm?id=3158385

bert-for-rrc-absa

code for our NAACL 2019 paper: "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"

chinese-word-vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

daum-pytorch

aspect-level sentiment analysis

de-cnn

Code for ACL 2018 paper "Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction"

delayed-memory-update-entnet

Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis, published at NAACL 2018

e2e-tbsa

A Unified Model for Opinion Target Extraction and Target Sentiment Prediction (AAAI 2019)

ian

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

iarm

IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis, EMNLP 2018

mem_absa

Aspect Based Sentiment Analysis using End-to-End Memory Networks

memn2n-tensorflow

"End-To-End Memory Networks" in Tensorflow

nmt-keras

Neural Machine Translation with Keras (Theano/Tensorflow)

nn4absa

Neural Network based models for Aspect-Based Sentiment Analysis

pban-pytorch

A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis, PyTorch implementation.

ram

A TensorFlow implementation for "Recurrent Attention Network on Memory for Aspect Sentiment Analysis"

review_aspect_extraction

CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging

sentiment_analysis_fine_grain

Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger

td-lstm

Attention-based Aspect-term Sentiment Analysis implemented by tensorflow.

text_classification

all kinds of text classificaiton models and more with deep learning

tnet

Transformation Networks for Target-Oriented Sentiment Classification (ACL 2018)

transformer

A Pytorch Implementation of "Attention is All You Need" and "Weighted Transformer Network for Machine Translation"