204 Open source projects that are alternatives of or similar to TextPair

A BERT-based reverse dictionary of Korean proverbs

BERT-BiLSTM-CRF的Keras版实现

中文NER的那些事儿

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace

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

Implementation of models in our EMNLP 2019 paper: A Logic-Driven Framework for Consistency of Neural Models

Fine-grained Sentiment Classification Using BERT

Code for ANA at SemEval-2019 Task 3

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

Financial Domain Question Answering with pre-trained BERT Language Model

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…

Automated coding using machine-learning and remapping the U.S. nonprofit sector: A guide and benchmark

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

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

The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"

基于bert4keras的GLUE基准代码

Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity

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

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

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

🎨 🎨NLP 自然语言处理教程 🎨🎨 https://dataxujing.github.io/NLP-paper/

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

This is a java version of Chinese tokenization descried in BERT.

Implementation of BERT that could load official pre-trained models for feature extraction and prediction

[EACL'21] Non-Autoregressive with Pretrained Language Model

pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，Seq2Seq_Attention，BERT，MacBERT，ELECTRA，ERNIE，Transformer等模型实现，开箱即用。

2020 阿里云天池大数据竞赛-中医药文献问题生成挑战赛

A curated list of pretrained sentence and word embedding models

Must-read papers on prompt-based tuning for pre-trained language models.

Multi-Task Deep Neural Networks for Natural Language Understanding

机器翻译子任务-翻译质量评价-在BERT模型后面加上Bi-LSTM进行fine-tuning

RoBERTa中文预训练模型: RoBERTa for Chinese

Further developed as SyntaxDot: https://github.com/tensordot/syntaxdot

🔍 Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.

✔️Contextual word checker for better suggestions

Mapping a variable-length sentence to a fixed-length vector using BERT model

CIKM 2020: Speaker-Aware BERT for Multi-Turn Response Selection in Retrieval-Based Chatbots

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

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

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

This repo is the home of Romanian Transformers.

Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.

XPersona: Evaluating Multilingual Personalized Chatbot

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

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…

FewCLUE 小样本学习测评基准，中文版

A PyTorch-based toolkit for natural language processing

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

Computing similarity of two sentences with google's BERT algorithm。利用Bert计算句子相似度。语义相似度计算。文本相似度计算。

CLUE baseline pytorch CLUE的pytorch版本基线

🤗 ParsBERT Persian NER Tasks

Transformer related optimization, including BERT, GPT

Text2Text: Cross-lingual natural language processing and generation toolkit

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

First Prize in HackJaipur Hackathon 2020 for Best ElasticSearch-based Product! Website: http://coronaxiv2.surge.sh/#/

BERT Model Fine-tuning on Quora Questions Pairs

Pytorch Implementation of GoEmotions 😍😢😱

A Natural Language Inference (NLI) model based on Transformers (BERT and ALBERT)

A Sentence Cloze Dataset for Chinese Machine Reading Comprehension (CMRC 2019)