812 Open source projects that are alternatives of or similar to TorchBlocks

Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任务，支持中文命名实体识别、词性标注、分词等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech ta…

State of the Art Natural Language Processing

Text Classification in Turkish Texts with Bert

Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models.

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

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Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

Multi-class text categorization using state-of-the-art pre-trained contextualized language models, e.g. BERT

Building a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible framework that includes scraping, preprocessing, active learning and text analysis pipelines.

Active Learning for Text Classification in Python

Contextualised Embeddings and Language Modelling using BERT and Friends using R

🎯🗯 Generate datasets for AI chatbots, NLP tasks, named entity recognition or text classification models using a simple DSL!

BERT for Multitask Learning

搜索所有中文NLP数据集，附常用英文NLP数据集

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

EVE bot, a customer service chatbot to enhance virtual engagement for Twitter Apple Support

Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577

OpenUE是一个轻量级知识图谱抽取工具 (An Open Toolkit for Universal Extraction from Text published at EMNLP2020: https://aclanthology.org/2020.emnlp-demos.1.pdf)

pytorch implementation of the TwinBert paper

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

An NLP system for generating reading comprehension questions

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

One-Shot Learning with Triplet CNNs in Pytorch

A neural named entity recognition and multi-type normalization tool for biomedical text mining

Easy text classification for everyone : Bert based models via Huggingface transformers (KR / EN)

Pytorch code for ICRA'21 paper: "Hierarchical Cross-Modal Agent for Robotics Vision-and-Language Navigation"

中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

Text Similarity Applied to resume, to compare Resumes with Job Descriptions and create a score to rank them. Similar to an ATS.

💫 Industrial-strength Natural Language Processing (NLP) in Python

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

PyTorch repository for text categorization and NER experiments in Turkish and English.

Code for WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models.

Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).

Persian Bert For Long-Range Sequences

finetune bert for small dataset text classification in a few-shot learning manner using ProtoNet

📖 Use Bi-normal Separation to find document vectors which is used to compute similarity for shorter sentences.

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

A Pre-trained BERT on StackOverflow Corpus

中文文本分析工具包（包括- 文本分类 - 文本聚类 - 文本相似性 - 关键词抽取 - 关键短语抽取 - 情感分析 - 文本纠错 - 文本摘要 - 主题关键词-同义词、近义词-事件三元组抽取）

👑 spaCy building blocks and visualizers for Streamlit apps

Abstractive and Extractive Text summarization using Transformers.

This repository contains the official release of the model "BanglaBERT" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla" accpeted in Findings of the Annual Conference of the North American Chap…

All NLP you Need Here. 个人实现了一些好玩的NLP demo，目前包含13个NLP应用的pytorch实现

Label data using HuggingFace's transformers and automatically get a prediction service

[ACM-WSDM] 3rd place solution at WSDM Cup 2019, Fake News Classification on Kaggle.

小时候练手的nlp项目

X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification

Anonymization of legal cases (Fr) based on Flair embeddings

This repository contains demos I made with the Transformers library by HuggingFace.

Relation Classification - SEMEVAL 2010 task 8 dataset

A Framework for Textual Entailment based Zero Shot text classification

Pytorch Implementation of GoEmotions 😍😢😱

Weakly supervised medical named entity classification

Using pre-trained BERT models for Chinese and English NER with 🤗Transformers

multi-label，classifier，text classification，多标签文本分类，文本分类，BERT，ALBERT，multi-label-classification

🛠️ Tools for Transformers compression using PyTorch Lightning ⚡

Using SigComp'11 dataset for signature verification

BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)

Snips Python library to extract meaning from text