alexeyev / abae-pytorch
PyTorch implementation of 'An Unsupervised Neural Attention Model for Aspect Extraction' by He et al. ACL2017'
☆66Updated 3 years ago
Alternatives and similar repositories for abae-pytorch:
Users that are interested in abae-pytorch are comparing it to the libraries listed below
- Code for unsupervised aspect extraction, using Keras and its Backends☆91Updated last year
- cat🐈: the repo for the paper "Embarrassingly Simple Unsupervised Aspect extraction"☆77Updated 4 years ago
- code for our ICPR 2020 paper: "Adversarial Training for Aspect-Based Sentiment Analysis with BERT"☆28Updated 3 years ago
- Fine-tune BERT to generate sentence embedding for cosine similarity☆69Updated 5 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
- This repository contains the code for the paper "An Unsupervised Approach for Aspect Category Detection Using Soft Cosine Similarity Meas…☆22Updated 6 years ago
- Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF☆158Updated 3 years ago
- Named entity recognizer based on ELMo or BERT as feature extractor and CRF as final classifier☆80Updated 2 years ago
- A simple library to preprocess ABSA related tasks from SemEval☆28Updated 5 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
- https://arxiv.org/pdf/1909.04054☆78Updated 2 years ago
- ☆31Updated 4 years ago
- wip, Pytorch implementation for ACL2017 paper "An unsupervised neural attention model for aspect extraction"☆12Updated 5 years ago
- Visualize BERT's self-attention layers on text classification tasks☆47Updated 6 years ago
- Selections from EMNLP 2020☆59Updated 3 years ago
- code for our NAACL 2019 paper: "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"☆40Updated 4 years ago
- Using BERT For Classifying Documents with Long Texts, check my latest post: https://armandolivares.tech/☆41Updated 5 years ago
- Evidence-based QA system for community question answering.☆106Updated 4 years ago
- BERT CRF model for Name Entity Recognition in pytorch☆29Updated last year
- Code for ACL 2018 paper "Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction"☆147Updated 5 years ago
- ☆102Updated 4 years ago
- Repo for EMNLP 2020 paper, "Improving Neural Topic Models using Knowledge Distillation"☆31Updated 4 years ago
- This repository contains the corpora and supplementary data, along with instructions for recreating the experiments, for our paper: "End-…☆91Updated 5 years ago
- Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification☆123Updated 5 years ago
- ☆42Updated 4 years ago
- Unofficial implementation of QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition.☆65Updated 2 years ago
- Self-supervised NER prototype - updated version (69 entity types - 17 broad entity groups). Uses pretrained BERT models with no fine tuni…☆80Updated 2 years ago
- Roundtrip translation (aka back translation) python package☆14Updated 2 years ago
- Concatenate word and character embeddings in Keras☆44Updated 3 years ago
- GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge (EMNLP 2019)☆93Updated 2 years ago