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Search results for python bert

597 search results found

Asamiasami ⭐ 45

State-Of-The-Art & ready to use mini NLP models for Indian Languages

Text_bert_cnn ⭐ 44

在bert模型的pre_training基础上进行text_cnn文本分类

Bert Toxicity Classification ⭐ 44

bert on Jigsaw Unintended Bias in Toxicity Classification

Cybertron ⭐ 44

mindspore implementation of transformers

高性能小模型测评 Shared Tasks in NLPCC 2020. Task 1 - Light Pre-Training Chinese Language Model for NLP Task

基于tensorflow1.x的预训练模型调用，支持单机多卡、梯度累积，XLA加速，混合精度。可灵活

Opentextclassification ⭐ 41

OpenTextClassification is all you need for text classification! Open text classification for everyone, enjoy your NLP journey! 这可能是目前为止最全面的开源文本分类项目，支持中英双语、多种模型、多种任务。

Ernie Text Classification Pytorch ⭐ 41

This repo contains a PyTorch implementation of a pretrained ERNIE model for text classification.

Uda_pytorch ⭐ 40

UDA(Unsupervised Data Augmentation) implemented by pytorch

Buzzwords ⭐ 40

GPU-Powered Topic Modelling

Iclassifier ⭐ 40

reference pytorch code for intent classification

The source codes for ACL 2021 paper 'BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized Data'

Finbert Qa ⭐ 39

Financial Domain Question Answering with pre-trained BERT Language Model

Sigir2021_conure ⭐ 39

One Person, One Model, One World: Learning Continual User Representation without Forgetting

The official implementation of "Distilling Relation Embeddings from Pre-trained Language Models, EMNLP 2021 main conference", a high-quality relation embedding based on language models.

[ICML'21] I-BERT: Integer-only BERT Quantization

Mobileqa ⭐ 39

离线端阅读理解应用 QA for mobile, Android & iPhone

Hanbert Transformers ⭐ 39

HanBert on 🤗 Huggingface Transformers 🤗

Text Similarity ⭐ 38

文本相似度（匹配）计算，提供Baseline、训练、推理、指标分析...代码包含TensorFlow

Bert Qna Squad_2.0_finetuned_model ⭐ 38

BERT which stands for Bidirectional Encoder Representations from Transformations is the SOTA in Transfer Learning in NLP.

[EMNLP 2022] This is the code repo for our EMNLP‘22 paper "COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning".

Ratransformers ⭐ 38

RATransformers 🐭- Make your transformer (like BERT, RoBERTa, GPT-2 and T5) Relation Aware!

Electra_crf_ner ⭐ 37

We start a company-name recognition task with a small scale and low quality training data, then using skills to enhanced model training speed and predicting performance with least artificial participation. The methods we use involve lite pre-training models such as Albert-small or Electra-small with financial corpus, knowledge of distillation and multi-stage learning. The result is that we improve the recall rate of company names recognition task from 0.73 to 0.92 and get 4 times as fast as BERT

吹逼我们是认真的

Kaggle Google Quest ⭐ 37

Google QUEST Q&A Labeling Kaggle Competition 6th Place Solution

Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCN 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Latti

Text_and_audio_classification_with_bert ⭐ 37

Text Classification in Turkish Texts with Bert

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

Bert Sentence Similarity Pytorch ⭐ 36

This repo contains a PyTorch implementation of a pretrained BERT model for sentence similarity task.

Muse As Service ⭐ 36

REST API for sentence tokenization and embedding using Multilingual Universal Sentence Encoder.

TrAVis: Visualise BERT attention in-browser

Textwiser ⭐ 36

[AAAI 2021] TextWiser: Text Featurization Library

Johnsnowlabs ⭐ 35

Gateway into the John Snow Labs Ecosystem

Language Pretraining ⭐ 35

Pre-training Language Models for Japanese

Arelight ⭐ 34

Granular Viewer of Sentiments Between Entities in Texts, powered by AREkit

Transformers Embedder ⭐ 34

A Word Level Transformer layer based on PyTorch and 🤗 Transformers.

Semeval2019task3 ⭐ 34

Code for ANA at SemEval-2019 Task 3

Bert Classification Tf Serving ⭐ 33

Use BERT to train a classification model and deploy the model by tensorflow serving

bert sentiment analysis tensorflow serving with RESTful API

Dialogue Utterance Rewriter ⭐ 33

ACL 2019论文复现：Improving Multi-turn Dialogue Modelling with Utterance ReWriter

Code for the paper "PALBERT: Teaching ALBERT to Ponder", NeurIPS 2022 Spotlight

Text preprocessing, representation, similarity calculation, text search and classification. Let's go and play with text!

Zero Shot Bert Adapters ⭐ 32

Implementation of Z-BERT-A: a zero-shot pipeline for unknown intent detection.

Punctuator ⭐ 32

A small seq2seq punctuator tool based on DistilBERT

Py Lingualytics ⭐ 32

A text analytics library with support for codemixed data

Ner Funtool ⭐ 31

本NER项目包含多个中文数据集，模型采用BiLSTM+CRF、BERT+Softmax、BERT+C

Bert_spacy_rasa ⭐ 31

Tutorial for BERT (and other transformer) embeddings with spaCy and Rasa

Cokebert ⭐ 30

CokeBERT: Contextual Knowledge Selection and Embedding towards Enhanced Pre-Trained Language Models

Easy multi-task learning with HuggingFace Datasets and Trainer

Bert_with_keras ⭐ 30

A Keras version of Google's BERT model

Self Supervised Embedding Fusion Transformer ⭐ 29

The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.

AiSpace: Better practices for deep learning model development and deployment For Tensorflow 2.0

Ncov_sentiment ⭐ 28

疫情期间网民情绪识别比赛baseline，使用BERT进行端到端的fine-tuning，dataf

Sentiment_analysis_imdb ⭐ 28

Using Bert/Roberta + LSTM/GRU/BiLSTM/TextCNN to do the sentiment analysis on the imdb datasets.

Summary Reward No Reference ⭐ 28

A reference-free metric for measuring summary quality, learned from human ratings.

[ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models

Keep_it_simple ⭐ 27

Codebase, data and models for the Keep it Simple paper at ACL2021

Zeldarose ⭐ 27

Train transformer-based models.

Pytorch Bert ⭐ 27

An implementation of BERT using PyTorch's TransformerEncoder

Keras Bert Ner ⭐ 26

Keras solution of Chinese NER task using BiLSTM-CRF/BiGRU-CRF/IDCNN-CRF model with Pretrained Language Model: supporting BERT/RoBERTa/ALBERT

Deepchecker ⭐ 26

This is a deep learning based library for handling Turkish clitics such as da, de, ki and mi.

Bert_extension_tf ⭐ 26

BERT Extension in TensorFlow

Pytorch_bert_chinese_text_classification ⭐ 26

基于pytorch+bert的中文文本分类

Transformer Qg On Squad ⭐ 26

Implement Question Generator with SOTA pre-trained Language Models (RoBERTa, BERT, GPT, BART, T5, etc.)

Bootstrapped Unsupervised Sentence Representation Learning (ACL 2021)

KorQuAD (Korean Question Answering Dataset) submission guide using PyTorch pretrained BERT

Bert_attn_viz ⭐ 25

Visualize BERT's self-attention layers on text classification tasks

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.

Code and resources for the paper "BERT-QE: Contextualized Query Expansion for Document Re-ranking".

Ppl Mcts ⭐ 25

Repository for the code of the "PPL-MCTS: Constrained Textual Generation Through Discriminator-Guided Decoding" paper, NAACL'22

Sohu2019 ⭐ 24

2019搜狐校园算法大赛

[EMNLP 2020] "T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack" by Boxin Wang, Hengzhi Pei, Boyuan Pan, Qian Chen, Shuohang Wang, Bo Li

Paribhasha ⭐ 24

A complete NLP application used to perform almost all sorts of Natural Language Processing operations for any user. It has a wide range of applications with a set of trustworthy results

Task Transferability ⭐ 24

Data and code for our paper "Exploring and Predicting Transferability across NLP Tasks", to appear at EMNLP 2020.

Text Similarity ⭐ 24

文本相似度，语义向量，文本向量，text-similarity，similarity, sentence-similarity，BERT，SimCSE，BERT-Whitening，Sen

Bert Slot Tokenizer ⭐ 23

这是一个slot filling任务的预处理工具

Keep Learning ⭐ 23

Resources and blogs, curated for learning, computer science, mathematics, data science, computer vision, natural language processing, and machine learning. Pull requests and feedbacks are heartly welcomed

Bert_in_a_flask ⭐ 23

A dockerized flask API, serving ALBERT and BERT predictions using TensorFlow 2.0.

Prompt_text_classification ⭐ 22

基于prompt的中文文本分类。

Pyeurovoc ⭐ 22

Legal document classification with EuroVoc descriptors on 22 languages.

Bert Bilstm Crf ⭐ 22

BERT-BiLSTM-CRF的Keras版实现

Second_order_sdp ⭐ 21

Second-Order Semantic Dependency Parsing with End-to-End Neural Networks

K-PLUG 知识预训练语言模型

Biaffinedependencyparsing ⭐ 21

BERT+Self-attention Encoder ; Biaffine Decoder ; Pytorch Implement

This repo Implements "Dense Passage Retrieval for Open-Domain Question Answering" using Korean Dataset

SIGIR'22 paper: Axiomatically Regularized Pre-training for Ad hoc Search

Korquad Beginner ⭐ 21

Guide KorQuAD upload to leaderboard (EM 68.947 / F1 88.468) model which only use BERT-multilingual(single)

Model zoo for topic models, neural topic models, contextual embeddings for topic models ...

Bert Embedding ⭐ 21

A simple wrapper class for extracting features(embedding) and comparing them using BERT in TensorFlow

Textclassificationbert ⭐ 20

🚀 基于PyTorch的BERT文本分类框架

Tradetheevent ⭐ 20

Implementation of "Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading." In Findings of ACL2021

Pico_parser ⭐ 20

A clinical BERT-based NLP tool for parsing clinical trial abstracts following the PICO framework

Transformer ⭐ 20

Chatbot using Tensorflow (Model is transformer) ko

Gpt2 Bert Medical Qa Chat ⭐ 20

Medical domain-focused GPT-2 fine-tuning, optimization, and lightweighting research repository (compared to GPT-4).

Bert Relation Extraction ⭐ 20

使用bert进行关系三元组抽取。

Pytorch Distributed Nlp ⭐ 20

pytorch分布式训练

Pytorch_bert_event_extraction ⭐ 20

基于pytorch+bert的中文事件抽取

Bert Sentiment ⭐ 20

Fine-grained Sentiment Classification Using BERT

Knowledge Graph Nlp In Action ⭐ 19

从模型训练到部署，实战知识图谱(Knowledge Graph)&自然语言处理(NLP)。涉及 Tensorflow, Bert+Bi-LSTM+CRF,Neo4j等涵盖 Named Entity Recognition,Text Classify,Information Extraction,Relation Extraction 等任务。

Squad2.q Augmented Dataset ⭐ 19

Augmented version of SQUAD 2.0 for Questions

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