semeval2014

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soujanyaporia / aspect-extraction

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

Updated May 16, 2021
Python

peace195 / aspect-based-sentiment-analysis

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Aspect Based Sentiment Analysis

deep-learning sentiment-analysis tensorflow lstm-neural-networks bidirectional-lstm sentiment-lexicons sentiment-extraction semeval2015 aspect-sentiment semeval2014 semeval2016 sentiment-embeddings

Updated Nov 11, 2018
C++

naiveHobo / HoboNet

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Convolution Neural Network for classification of semantic relations in a sentence

natural-language-processing word2vec sentence-classification semeval natural-language-understanding relation-classification embeddings-word2vec semeval-2018 semeval2014

Updated Aug 24, 2017
Python

LeonardoEmili / Aspect-Based-Sentiment-Analysis

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Aspect-Based Sentiment Analysis (ABSA) using multitask learning, BERT contextualized embeddings, and Conditional Random Field (CRF).

nlp machine-learning sentiment-analysis word2vec crf pytorch transformer lstm attention bert aspect-based-sentiment-analysis sapienza-university bilstm-crf multitask-learning semeval2014

Updated Sep 19, 2021
Python

andrea-gasparini / nlp-aspect-based-sentiment-analysis

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Aspect-Based Sentiment Analysis (ABSA) using different setups based on 2 stacked BiLSTMs and Attention layers; leveraging PoS, GloVe and BERT (frozen) embeddings

python nlp sentiment-analysis pytorch lstm attention glove attention-mechanism bert absa glove-embeddings aspect-based-sentiment-analysis sapienza-university semeval2014 bert-embeddings pytorch-lightning

Updated Oct 25, 2022
Python

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