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Niloufar Moradi's Projects

absa icon absa

Exploiting BERT to Improve Aspect-Based Sentiment Analysis Performance on Persian Language

absa-1 icon absa-1

Aspect Based Sentiment Analysis (ABSA)

absa-bert-pair icon absa-bert-pair

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

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

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This is the repository for my NLP master thesis with the title Transfer and Multitask Learning for Aspect-Based Sentiment Analysis Using the Google Transformer Architecture. It is based on the Google Transformer architecture and the paper Attention is all you need (https://arxiv.org/abs/1706.03762)

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Keras Implementation of Aspect based Sentiment Analysis

absapapers icon absapapers

Worth-reading papers and related awesome resources on aspect-based sentiment analysis (ABSA). 值得一读的方面级情感分析论文与相关资源集合

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aspect-based sentiment classification

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

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

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

aspect-level-sentiment icon aspect-level-sentiment

Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"

aspectbasedsentimentanalysis icon 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.

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Code and data for "Attention Transfer Network for Aspect-level Sentiment Classification" (COLING 2020)

awesome-nlp-sentiment-analysis icon awesome-nlp-sentiment-analysis

:book: 收集NLP领域相关的数据集、论文、开源实现,尤其是情感分析、情绪原因识别、评价对象和评价词抽取方面。

awesome-persian-nlp-ir icon awesome-persian-nlp-ir

Curated List of Persian Natural Language Processing and Information Retrieval Tools and Resources

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