madrugado / Attention-Based-Aspect-Extraction
Code for unsupervised aspect extraction, using Keras and its Backends
☆91Updated last year
Alternatives and similar repositories for Attention-Based-Aspect-Extraction:
Users that are interested in Attention-Based-Aspect-Extraction are comparing it to the libraries listed below
- PyTorch implementation of 'An Unsupervised Neural Attention Model for Aspect Extraction' by He et al. ACL2017'☆66Updated 3 years ago
- Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF☆158Updated 3 years ago
- CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging☆103Updated 5 years ago
- Fine-tune BERT to generate sentence embedding for cosine similarity☆69Updated 5 years ago
- Named entity recognizer based on ELMo or BERT as feature extractor and CRF as final classifier☆80Updated 2 years ago
- cat🐈: the repo for the paper "Embarrassingly Simple Unsupervised Aspect extraction"☆77Updated 4 years ago
- code for our 2019 paper: "Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment…☆189Updated last year
- Code for acl2017 paper "An unsupervised neural attention model for aspect extraction"☆338Updated 7 months ago
- Visualize BERT's self-attention layers on text classification tasks☆47Updated 6 years ago
- This repository contains various ways to calculate sentence vector similarity using NLP models☆199Updated 4 years ago
- Code for ACL 2018 paper "Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction"☆147Updated 5 years ago
- Enriching BERT with Knowledge Graph Embedding for Document Classification (PyTorch)☆158Updated 5 years ago
- ☆83Updated 4 years ago
- Kex is a python library for unsupervised keyword extraction from a document, providing an easy interface and benchmarks on 15 public data…☆54Updated 3 years ago
- A PyTorch implementation of Google AI's BERT model provided with Google's pre-trained models, examples and utilities.☆30Updated 5 years ago
- Exploring the simple sentence similarity measurements using word embeddings☆101Updated 7 months ago
- The implementation of the paper "A Multi-task Approach for Named Entity Recognition on Social Media Data," which won the WNUT-2017 Shared…☆68Updated 7 years ago
- architectures and pre-trained models for long document classification.☆154Updated 4 years ago
- ☆31Updated 4 years ago
- Do NLP tasks with some SOTA methods☆92Updated 4 years ago
- Large, curated set of benchmark datasets for evaluating automatic keyphrase extraction algorithms.☆146Updated 4 years ago
- Aspect Based Sentiment Analysis is a special type of sentiment analysis. In an explicit aspect, opinion is expressed on a target(opinion …☆73Updated 4 years ago
- Roundtrip translation (aka back translation) python package☆14Updated 2 years ago
- Evidence-based QA system for community question answering.☆106Updated 4 years ago
- Keras Implementation of Aspect based Sentiment Analysis☆150Updated 5 years ago
- An implementation of a full named-entity evaluation metrics based on SemEval'13 Task 9 - not at tag/token level but considering all the t…☆219Updated 8 months ago
- Keyphrase Extraction based on Scientific Text, Semeval 2017, Task 10☆108Updated 2 years ago
- Dataset for the Emerging & Novel Entity NER task (WNUT '17)☆111Updated 2 years ago
- Rank-based Unsupervised Keyword Extraction via Metavertex Aggregation☆99Updated 4 months ago
- Cross-Lingual Alignment of Contextual Word Embeddings☆99Updated 5 years ago