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natural-language-processing x

21 search results found

Chinese Bert Wwm ⭐ 8,600

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

Bertviz ⭐ 5,547

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

Awesome Pretrained Chinese Nlp Models ⭐ 3,738

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型&大模型&多模态模型&大语言模型集合

Uer Py ⭐ 2,802

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

Rust Bert ⭐ 2,300

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

News Please ⭐ 1,821

news-please - an integrated web crawler and information extractor for news that just works

🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

Turbotransformers ⭐ 1,322

a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.

Tencentpretrain ⭐ 951

Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo

Curated Transformers ⭐ 790

🤖 A PyTorch library of curated Transformer models and their composable components

Texar Pytorch ⭐ 711

Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CASL project: http://casl-project.ai/

Official implementation of the papers "GECToR – Grammatical Error Correction: Tag, Not Rewrite" (BEA-20) and "Text Simplification by Tagging" (BEA-21)

Cluecorpus2020 ⭐ 517

Large-scale Pre-training Corpus for Chinese 100G 中文预训练语料

Japanese Pretrained Models ⭐ 479

Code for producing Japanese pretrained models provided by rinna Co., Ltd.

Happy Transformer ⭐ 449

Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.

Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.

Embedding As Service ⭐ 182

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

Robbert ⭐ 180

A Dutch RoBERTa-based language model

Getting Started With Google Bert ⭐ 126

Build and train state-of-the-art natural language processing models using BERT

BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision

This is the implementation of the paper AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning (https://arxiv.org/abs/2205.12410).

Dialog Nlu ⭐ 78

Tensorflow and Keras implementation of the state of the art researches in Dialog System NLU

Ko Sentence Transformers ⭐ 66

한국어 사전학습 모델을 활용한 문장 임베딩

Iterater ⭐ 66

Official implementation of the paper "IteraTeR: Understanding Iterative Revision from Human-Written Text" (ACL 2022)

Roberta Wwm Base Distill ⭐ 64

this is roberta wwm base distilled model which was distilled from roberta wwm by roberta wwm large

Xlm Roberta Ner ⭐ 46

Named Entity Recognition with Pretrained XLM-RoBERTa

Emotion recognition in conversation

Efficient Task Transfer ⭐ 34

Research code for "What to Pre-Train on? Efficient Intermediate Task Selection", EMNLP 2021

Model Zoo ⭐ 29

NLP model zoo for Russian

Amazon Ml Challenge2021 ⭐ 28

Scripts and Approach for Amazon ML Challenge

Bert_for_longer_texts ⭐ 25

BERT classification model for processing texts longer than 512 tokens. Text is first divided into smaller chunks and after feeding them to BERT, intermediate results are pooled. The implementation allows fine-tuning.

Politbert ⭐ 18

Polish RoBERTA model trained on Polish literature, Wikipedia, and Oscar. The major assumption is that quality text will give a good model.

Russian RoBERTa

Distilkobilstm ⭐ 17

Distilling Task-Specific Knowledge from Teacher Model into BiLSTM

Fake News Classification Model ⭐ 16

✨ Fake news classification using source adaptive framework - BE Project 🎓The repository contains Detailed Documentation of the project, Classification pipeline, Architecture, System Interface Design, Tech stack used.

Infotabs Code ⭐ 14

Implementation of the semi-structured inference model in our ACL 2020 paper, INFOTABS: Inference on Tables as Semi-structured Data.

Klue Rbert ⭐ 14

↔️ Utilizing RBERT model structure for KLUE Relation Extraction task

Vietnamese Roberta ⭐ 12

A Robustly Optimized BERT Pretraining Approach for Vietnamese

Attentionvisualizer ⭐ 10

A simple library to showcase highest scored words using RoBERTa model

Code for Findings of EMNLP 2022 short paper "CDGP: Automatic Cloze Distractor Generation based on Pre-trained Language Model".

A software for transferring pre-trained English models to foreign languages

Ai_generated_text_checker_app ⭐ 7

This app Classifies the text generated by AI tools like chatGPT. Roberta-base-openai-detector Model has been used from hugging face to detect ai generated texts.

Amazon Fine Food Reviews ⭐ 6

Determine the polarity of amazon fine food reviews using ULMFiT, BERT, XLNet and RoBERTa

Supporting code for the paper "Multilingual Transformer Ensembles for Portuguese Natural Language Tasks".

Security Intelligence On Exchanged Multimedia Messages Based On Deep Learning ⭐ 6

Deep learning (DL) approaches use various processing layers to learn hierarchical representations of data. Recently, many methods and designs of natural language processing (NLP) models have shown significant development, especially in text mining and analysis. For learning vector-space representations of text, there are famous models like Word2vec, GloVe, and fastText. In fact, NLP took a big step forward when BERT and recently GTP-3 came out. Deep Learning algorithms are unable to deal with te

Scratch2lm ⭐ 5

Training transformer models (e.g. RoBERTa, GPT2 and GPT-J) from scratch.

Tweet Sentiment Extraction ⭐ 5

(Silver medal - 60th place - Top 3%) Repository for the "Tweet Sentiment Extraction" Kaggle competition.

Wrapper for stable version of RoBERTa language models

Studentcup2020 ⭐ 5

Dsci 550 Assignment 1 ⭐ 5

📧 Analysis of Cyber Phishing Emails: Fraudulent Emails and Social Engineering.

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