Popular GitHub Repositories for Bert Embeddings

NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.

284

PIE

Fast + Non-Autoregressive Grammatical Error Correction using BERT. Code and Pre-trained models for paper "Parallel Iterative Edit Models for Local Sequence Transduction": www.aclweb.org/anthology/D19-1435.pdf (EMNLP-IJCNLP 2019)

231

ColBERT Using BERT Sentence Embedding For Humor Detection

ColBERT humor dataset for the task of humor detection, containing 200,000 jokes/news

Vietnamese Electra

Electra pre-trained model using Vietnamese corpus

8个月前

PoincareProbe

Implementation of ICLR 21 paper: Probing BERT in Hyperbolic Spaces

FastBertTokenizer

Fast and memory-efficient library for WordPiece tokenization as it is used by BERT.

Bert Han

Hierarchical-Attention-Network

AES_DL

aes

Automated Essay Scoring using BERT

Sense Bert

This is the code for loading the SenseBERT model, described in our paper from ACL 2020.

6个月前

ClusterTransformer

albert

Topic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from huggingface.

5个月前

BERTify

An easy-to-use Python module that helps you to extract the BERT embeddings for a large text dataset (Bengali/English) efficiently.

5个月前

Vietnamese Roberta

A Robustly Optimized BERT Pretraining Approach for Vietnamese

Bert Disambiguation

Code and CoarseWSD-20 datasets for "Language Models and Word Sense Disambiguation: An Overview and Analysis"

Nlp For Book Recommendation

altair

Content based recommender system for books using NLP.

YouTubeGPT

android

YouTube GPT is an Android app that allows users to generate video summaries using A.I models. Also capable of answering cross-questions related to the video content!

06P_Sentiment Analysis With Deep Learning Using BERT

attention-mechanism

Finetuning BERT in PyTorch for sentiment analysis.

HackerBERT

A showcase of combining Elasticsearch with BERT on the HackerNews public data

9个月前

Medical RAG Using Bio Mistral 7B

This is a RAG implementation using Open Source stack. BioMistral 7B has been used to build this app along with PubMedBert as an embedding model, Qdrant as a self hosted Vector DB, and Langchain & Llama CPP as an orchestration frameworks.

Clustering With BERT

bert-embeddings

Powerful document clustering models are essential as they can efficiently process large sets of documents. These models can be helpful in many fields, including general research. Searching through large corpora of publications can be a slow and tedious task; such models can significantly reduce this time.

BERT Topic Modeling

Small tutorial on how you can use BERT for Topic Modeling