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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

af-lstm

Implement Model from the paper (Learning to Attend via Word-Aspect Associative Fusion for Aspect-based Sentiment Analysis)

agdt

Code for "A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis." on EMNLP 2019.

asgcn

Code and preprocessed dataset for EMNLP 2019 paper titled "Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks"

aspect-level-sentiment-analysis

Performed Aspect Level Sentiment Analysis using a Deep Memory Network. It explicitly captures the importance of each context word when inferring the sentiment polarity of an aspect word.

bert-e2e-absa

Exploiting BERT for End-to-End Aspect-based Sentiment Analysis (W-NUT@EMNLP 2019)

bert-for-rrc-absa

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

bigcn

Mi Zhang and Tieyun Qian,Convolution over Hierarchical Level Sentiment Analysis,EMNLP2020

c4_200m-synthetic-dataset-for-grammatical-error-correction

This dataset contains synthetic training data for grammatical error correction. The corpus is generated by corrupting clean sentences from C4 using a tagged corruption model. The approach and the dataset are described in more detail by Stahlberg and Kumar (2021) (https://www.aclweb.org/anthology/2021.bea-1.4/)

clge

Chinese Language Generation Evaluation 中文生成任务基准测评

control-over-copying

(AAAI'20) The source code for the paper "Controlling the Amount of Verbatim Copying in Abstractive Summarization".

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

deeplearning.ai-andrewng

deeplearning.ai , By Andrew Ng, All slide and notebook + data + solutions and video link

dexperts

code associated with ACL 2021 DExperts paper

dregcn

Code for "A Dependency Syntactic Knowledge Augmented Interactive Architecture for End-to-End Aspect-based Sentiment Analysis" on Neurocomputing.

dualgcn-absa

Dual Graph Convolutional Networks for Aspect-based Sentiment Analysis

eatn

Dataset and code for ”EATN: An Efficient Adaptive Transfer Network for Aspect-level Sentiment Analysis"

gcae

grabcut

This is an implement of GrabCut.

lcf-atepc

codes for paper A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction

mams-for-absa

A Multi-Aspect Multi-Sentiment Dataset for aspect-based sentiment analysis.

mem_absa

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

nlp-study

NLP-Study

pban-pytorch

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

prsummarizer

pyabsa

Open & Efficient for Framework for Aspect-based Sentiment Analysis

pytorch_sentiment_rnn

Example Recurrent Neural Networks for Sentiment Analysis (Aspect-Based) on SemEval 2014