felixSchober / ABSA-TransformerLinks
This is the repository for my NLP master thesis with the title Transfer and Multitask Learning for Aspect-Based Sentiment Analysis Using the Google Transformer Architecture. It is based on the Google Transformer architecture and the paper Attention is all you need (https://arxiv.org/abs/1706.03762)
☆13Updated 2 years ago
Alternatives and similar repositories for ABSA-Transformer
Users that are interested in ABSA-Transformer are comparing it to the libraries listed below
Sorting:
- code for our 2019 paper: "Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment…☆187Updated 2 years ago
- Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF☆158Updated 4 years ago
- BERT Fine-tuning for Aspect Based Sentiment Analysis☆29Updated 3 years ago
- Code for SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics (ACL'2020).☆80Updated 5 years ago
- cat🐈: the repo for the paper "Embarrassingly Simple Unsupervised Aspect extraction"☆78Updated 5 years ago
- Using BERT For Classifying Documents with Long Texts, check my latest post: https://armandolivares.tech/☆41Updated 5 years ago
- Keras Implementation of Aspect based Sentiment Analysis☆152Updated 5 years ago
- Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.☆85Updated 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 6 years ago
- This repository provides the code and dataset for the work published in the paper - Modeling Label Semantics for Predicting Emotional Rea…☆26Updated 5 years ago
- Comparatively fine-tuning pretrained BERT models on downstream, text classification tasks with different architectural configurations in …☆126Updated 5 years ago
- architectures and pre-trained models for long document classification.☆155Updated 4 years ago
- Detect toxic spans in toxic texts☆71Updated 2 years ago
- The Codebase for Quasi-Attention BERT Model for TABSA Tasks (AAAI '21)☆47Updated 4 years ago
- SemEval-2022 Shared Task 10: Structured Sentiment Analysis☆78Updated 3 years ago
- A simple library to preprocess ABSA related tasks from SemEval☆28Updated 5 years ago
- Code for ACL 2018 paper "Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction"☆147Updated 6 years ago
- This repo contains code to detect sarcasm from text in discussion forum using deep learning☆84Updated 2 years ago
- Code for paper "Hierarchical Text Classification with Reinforced Label Assignment" EMNLP 2019☆138Updated 4 years ago
- This shows how to fine-tune Bert language model and use PyTorch-transformers for text classififcation☆71Updated 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
- code for our NAACL 2019 paper: "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"☆41Updated 4 years ago
- A Multi-Aspect Multi-Sentiment Dataset for aspect-based sentiment analysis.☆265Updated 6 years ago
- Emotion-cause pair extraction☆13Updated 4 years ago
- Code associated with the "Data Augmentation using Pre-trained Transformer Models" paper☆136Updated 2 years ago
- A paper list for aspect based sentiment analysis.☆141Updated last year
- A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.☆172Updated 8 months ago
- ACL 2020 Unsupervised Opinion Summarization as Copycat-Review Generation☆100Updated 2 years ago
- https://arxiv.org/pdf/1909.04054☆79Updated 3 years ago
- Codes and Datasets for our ECIR 2021 Paper: "Reproducibility, Replicability and Beyond: Assessing Production Readiness of Aspect Based Se…☆10Updated 4 years ago