Code for acl2017 paper "An unsupervised neural attention model for aspect extraction"
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Aug 2, 2024 - Python
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aspect-extraction
Here are 15 public repositories matching this topic...
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
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
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
Graduation project for a bachelor's degree in informatics engineering (Artificial Intelligence specialization).
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Apr 20, 2023 - 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
NLP pipeline for extracting insights related to venue accessibility in Amsterdam.
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Jan 30, 2024 - Python
A Unified Model for Opinion Target Extraction and Target Sentiment Prediction (AAAI 2019)
nlp bert aspect-based-sentiment-analysis opinion-target-extraction aspect-extraction aspect-sentiment-classification
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Apr 15, 2020 - Python
The tensorflow version of DE-CNN
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May 4, 2019 - Python
MARSA (Multiple-Aspect Rule-Based Sentiment Analyzer) is a lightweight assistant for aspect-sentiment pair extraction.
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Aug 18, 2025 - Python
Korean product review aspect based summarization
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Jun 22, 2021 - Python
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