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GitHub topics: phobert

ds4v/absa-vlsp-2018

End-to-end Multi-task Solutions for Aspect Category Sentiment Analysis (ACSA) on Vietnamese reviews, using PhoBERT as pretrained model

Language: Jupyter Notebook - Size: 30.8 MB - Last synced at: 8 days ago - Pushed at: 9 months ago - Stars: 25 - Forks: 7

VinAIResearch/PhoBERT

PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)

Size: 66.4 KB - Last synced at: 17 days ago - Pushed at: 9 months ago - Stars: 705 - Forks: 102

paultheal1en/DSC-Fact-checking

Fact-checking project classifying claims as SUPPORTED, REFUTED, or NEI. Uses ANN, DNN, RNN, CNN, Random Forest, PhoBERT, and Sentence Transformers.

Language: Jupyter Notebook - Size: 41 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

LeHuyHongNhat/Sentiment_Analysis_Using_PhoBert_Trained

This project implements sentiment analysis using PhoBert, a pre-trained Vietnamese BERT model, on the UIT-VSFC dataset to classify the sentiment of Vietnamese text.

Language: Jupyter Notebook - Size: 495 KB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

Seeker38/image_abstract_generating

image-captioning using ViT-PhoBERT model

Language: Jupyter Notebook - Size: 1.76 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

pypye/sentiment_analysis

The 'Machine Learning' big project by Duc Tran Van, Minh Nguyen Tan, Trung Nguyen Hoang

Language: Jupyter Notebook - Size: 62.6 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

htuannn/ABSA-VLSP2018

Text-level Aspect-Based Sentiment Analysis based on multi-task approach for Vietnamese reviews.

Language: Jupyter Notebook - Size: 755 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 6 - Forks: 1

wonrax/phobert-base-vietnamese-sentiment

PhoBERT fine-tuned for sentiment analysis

Size: 30.3 KB - Last synced at: 7 days ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 1

tien02/ensemble-roberta-fasttext-vietnamese

Ensemble PhoBERT with FastText Embedding to improve performance on Vietnamese Sentiment Analysis tasks.

Language: Python - Size: 152 KB - Last synced at: 11 months ago - Pushed at: almost 2 years ago - Stars: 16 - Forks: 3

npdao1992/FakeNews-DemoBert-DeepLearning

Applying BERT, PhoBERT, RoBERT models to natural language processing to detect official and unofficial news.

Language: Python - Size: 3.91 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

vectornguyen76/QN-Hackathon-CTA-Matrix

Quy Nhon AI Hackathon 2022 - Challenge 2: Review Analytics - Top 1 Solution

Language: Python - Size: 60 MB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 0

datnnt1997/VPhoBertTagger

Token classification using Phobert Models for Vietnamese

Language: Python - Size: 17.7 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 9 - Forks: 3

phkhanhtrinh23/question_answering_bartpho_phobert

Question Answering in Vietnamese. In a nutshell, this project helps us answer a Question of a given Context in Vietnamese. [UPDATED] This won me a Top 2 Graduates of VietAI Advanced NLP 02.

Language: Jupyter Notebook - Size: 4.65 MB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 4

hoangcaobao/Vietnamese_Text_Toxic_Classify

PyTorch deep learning model to detect toxic of Vietnamese sentences using Bert

Language: Python - Size: 21.5 KB - Last synced at: 11 months ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

anhthuan1999/PhoBERT-Extraction

Extract vectors by setences and words with one layer or concat more layers

Language: Python - Size: 5.86 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 0

minhbtrc/sentiment-analysis

Pipeline for sentiment classification, use trainer of HuggingFace and use ONNX to export model

Language: Jupyter Notebook - Size: 116 KB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

XuanHien304/Vietnamese-medical-chatbot-based

A simple Vietnamese Medical Chatbot Based

Language: Python - Size: 646 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

dangvansam/phobert-text-classification

Phân loại văn bản Tiếng Việt sử dụng pretrained model - PhoBERT

Language: Python - Size: 32.8 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 8 - Forks: 4

PhmNm/finetunning_phobert_base_v2_4sentiment

Simple fine-tunning and deploy PhoBERT

Language: Python - Size: 0 Bytes - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

HuynhXuanLam-IT44/NLI-PRO-vn_sbert_deploy-CP

This is the DEMO Vietnamese SBERT project that I put my heart into most clearly.

Language: Jupyter Notebook - Size: 451 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

ngovanminh3232/Document-similarity

Project related to natural language processing to process similar documents

Language: Jupyter Notebook - Size: 1.2 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

anh147/Foody-Review-Sentiment-With-PhoBert Fork of ThaoNguyen1314/Sentiment-Analysis

Size: 12.6 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

209sontung/Vietnamese-stock-article-classification

Sentiment-based classification for stock article title using PhoBert

Language: Jupyter Notebook - Size: 311 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 16 - Forks: 4

tien02/Finetune_PhoBERT_SentimentAnalyst

Fine tuning PhoBERT with pytorch-lightning for Sentiment Analyst task

Language: Python - Size: 50.8 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

DoManhQuang/phobert-cnn-text-classification

vietnamese-text-classification

Language: Jupyter Notebook - Size: 468 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

Ducanger/Fake-News-Detection

Vietnamese Fake News Detection Based on Hybrid Transfer Learning Model and TF-IDF

Language: Jupyter Notebook - Size: 6.66 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

manhph2211/SentimentAnalysis

Customer Feedbacks :smile:

Language: Jupyter Notebook - Size: 7.76 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 1

thanhlt998/mrc-ner

Language: Python - Size: 117 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 2

Related Keywords
phobert 28 bert 10 sentiment-analysis 7 pytorch 6 transformers 5 roberta 4 vncorenlp 4 nlp 4 named-entity-recognition 4 text-classification 3 vietnamese 3 machine-learning 3 sentiment-classification 3 pytorch-lightning 3 fasttext 2 vietnamese-nlp 2 absa 2 phobert-extraction 2 classification 2 transformer 2 python 2 vietnamese-text-classification 2 vlsp2016-ner-task 2 deep-learning 2 huggingface 2 ner 2 nli 2 natural-language-processing 2 fine-tuning 2 rdrsegmenter 2 vlsp2018-ner-task 1 onnx 1 text-generation 1 text-extraction 1 phobert-ner 1 pytorch-token-classification 1 token-classification 1 vietnamese-ner 1 text 1 bartpho 1 toxic-comment-classification 1 feature-extraction 1 question-answering 1 unified-mrc-framework 1 fastai2 1 web-crawler 1 flask 1 vslp2020 1 svm 1 lgbm 1 fakenewsdetection 1 catboost 1 text-classificaiton 1 cnn 1 torch 1 stock 1 bpe 1 tf-idf 1 vn-sbert 1 nli-project 1 deloy 1 information-retrieval 1 flask-api 1 docker 1 chatbot 1 jupiter-notebook 1 tensorflow 1 sentence-transformers 1 scikit-learn 1 random-forest 1 keras 1 fact-checking 1 transformers-library 1 python3 1 pos-tagging 1 part-of-speech-tagging 1 natural-language-inference 1 language-models 1 fairseq 1 bert-embeddings 1 multi-label 1 multi-class 1 aspect-category-sentiment-analysis 1 aspect-based-sentiment-analysis 1 acsa 1 review-analysis 1 hackathon2022 1 fakenews 1 deeplearning 1 svm-classifier 1 mlp-classifier 1 lstm 1 gensim-word2vec 1 fasttext-embeddings 1 bert-fine-tuning 1 sentiment 1 text-level-processing 1 multitask-learning 1 hierarchical-attention-network 1 bilstm 1