Reading list for Awesome Sentiment Analysis papers
sentiment-analysis opinion-mining emotion-analysis emotion-detection emotion-recognition aspect-based-sentiment-analysis aspect-extraction subjectivity-analysis
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Mar 14, 2023
#
aspect-extraction
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Code for acl2017 paper "An unsupervised neural attention model for aspect extraction"
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Aug 2, 2024 - Python
Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF
sentiment-analysis tensorflow cnn sequence-labeling aspect-based-sentiment-analysis bilstm-crf aspect-extraction semeval2014 semeval2016 cnn-crf
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May 16, 2021 - Python
CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging
yelp-reviews stanford-pos-tagger nlp-machine-learning nlp-keywords-extraction glove-embeddings pytorch-cnn aspect-based-sentiment-analysis yelp-restaurants pytorch-nlp aspect-extraction
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Jul 12, 2019 - Python
Code for unsupervised aspect extraction, using Keras and its Backends
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Jul 6, 2023 - Python
PyTorch implementation of 'An Unsupervised Neural Attention Model for Aspect Extraction' by He et al. ACL2017'
nlp pytorch autoencoder topic-modeling unsupervised-machine-learning aspect-extraction pytorch-implementation
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Dec 9, 2021 - Python
Code to run the ExtRA algorithm for unsupervised topic/aspect extraction on English texts.
python nlp python-library machine-learning-algorithms python3 nlp-library nlp-keywords-extraction aspect-based-sentiment-analysis aspect-extraction
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Oct 15, 2025 - HTML
An easy-to-use tool for phrase encoding and topic mining (unsupervised aspect extraction); Code base for ACL 2022 paper, UCTopic: Unsupervised Contrastive Learning for Phrase Representations and Topic Mining.
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Apr 25, 2023 - Python
Aspect-Based Opinion Mining involves extracting aspects or features of an entity and figuring out opinions about those aspects. It's a method of text classification that has evolved from sentiment analysis and named entity extraction (NER). ABOM is thus a combination of aspect extraction and opinion mining. While opinions about entities are usef...
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Oct 27, 2020 - Jupyter Notebook
Auto labeling-tool implemented with PyTorch for aspect-based sentiment analysis.
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Feb 16, 2019 - Brainfuck
情感分析书籍、论文、实现、框架
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Dec 11, 2018
Course Project | COL772 (NLP) @ IIT Delhi
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Jul 30, 2019 - Jupyter Notebook
Several aspect extraction methods tried
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Jul 9, 2018 - Jupyter Notebook
[ICDM2017] Aspect Sentiment Model for Micro Reviews
sentiment-analysis topic-modeling short-text aspect-based-sentiment-analysis topic-model aspect-extraction aspect-sentiment-model
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Nov 23, 2017 - Java
Code for my VU - text mining master's thesis comparing contrasting approaches to Aspect Extraction and Aspect Category Detection as defined in SemEval 2014 - Task 4
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Dec 8, 2022 - Jupyter Notebook
a PyPI package for analyzing customer reviews using aspect-based opinions mining and sentiment analysis
nlp aspect-oriented-framework textanalysis review-sentiments aspect-based-sentiment-analysis aspect-extraction reviewsanalysis customerreview
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Feb 4, 2021 - Python
Tool for Information extraction from Russian texts
information-extraction named-entity-recognition entity-linking relation-extraction aspect-extraction
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Mar 28, 2025 - Python
Graduation project for a bachelor's degree in informatics engineering (Artificial Intelligence specialization).
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Apr 20, 2023 - Python
Sentiment Analysis, Aspect Extraction and Aspect Analysis, Intent Analysis, Sentiment Comparision
nlp sentiment-analysis intent-classification aspect-extraction aspect-sentiment-classification sentiment-comparison intent-analysis
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May 20, 2020 - Jupyter Notebook
Complementary Entity Recognition
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Sep 5, 2018
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