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38 search results found

Kbqa Bert ⭐ 1,024

基于知识图谱的问答系统，BERT做命名实体识别和句子相似度，分为online和outline模式

xmnlp：提供中文分词, 词性标注, 命名体识别，情感分析，文本纠错，文本转拼音，文本摘要，偏旁部首，句子表征及文本相似度计算等功能

Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need

Lightnlp ⭐ 725

基于Pytorch和torchtext的自然语言处理深度学习框架。

基于自然语言理解与机器学习的聊天机器人，支持多用户并发及自定义多轮对话

BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences

Declutr ⭐ 349

The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!

Nlu_sim ⭐ 271

all kinds of baseline models for sentence similarity 句子对语义相似度模型

Sentence Similarity ⭐ 251

问题句子相似度计算，即给定客服里用户描述的两句话，用算法来判断是否表示了相同的语义。

Lstm Siamese Text Similarity ⭐ 201

⚛️ It is keras based implementation of siamese architecture using lstm encoders to compute text similarity

Tensorflow Dsmm ⭐ 195

Tensorflow implementations of various Deep Semantic Matching Models (DSMM).

Multihead Siamese Nets ⭐ 173

Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.

Sentence Embedding Is All You Need ⭐ 165

Korean Sentence Embedding Repository

Kosentencebert Etri ⭐ 150

Sentence Embeddings using Siamese ETRI KoBERT-Networks

Sentence Similarity ⭐ 125

对四种句子/文本相似度计算方法进行实验与比较

Sentence Similarity ⭐ 106

This repository contains various ways to calculate sentence vector similarity using NLP models

Nlp Cheat Sheet Python ⭐ 98

NLP Cheat Sheet, Python, spacy, LexNPL, NLTK, tokenization, stemming, sentence detection, named entity recognition

Simple Sentence Similarity ⭐ 97

Exploring the simple sentence similarity measurements using word embeddings

Knowledge Gpt ⭐ 91

Extract knowledge from all information sources using gpt and other language models. Index and make Q&A session with information sources.

Kosentencebert Skt ⭐ 90

🌼 Sentence Embeddings using Siamese SKT KoBERT-Networks

Epidemictextmatch ⭐ 83

天池大赛疫情文本挑战赛线上第三名方案分享

Semantic Text Similarity ⭐ 56

an easy-to-use interface to fine-tuned BERT models for computing semantic similarity in clinical and web text. that's it.

Document Similarity ⭐ 55

Document Similarity using Word2Vec

Siamese_dssm ⭐ 49

siamese dssm sentence_similarity sentece_similarity_rank tensorflow

Lstm Siamese ⭐ 40

Siamese-LSTM PyTorch Implementation for cikm 2018

Sentencesimilarity ⭐ 36

The enhanced RCNN model used for sentence similarity classification

Bert Sentence Similarity Pytorch ⭐ 36

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

Kosimcse Skt ⭐ 34

🥕 Simple Contrastive Learning of Korean Sentence Embeddings

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

Kodiffcse ⭐ 20

Difference-based Contrastive Learning for Korean Sentence Embeddings

Chip2018 ⭐ 19

CHIP2018问句匹配大赛 Rank6解决方案

Event Embedding Multitask ⭐ 17

*SEM 2018: Learning Distributed Event Representations with a Multi-Task Approach

Sentences Similarity Cluster ⭐ 12

Calculate similarity of sentences & Cluster the result.

Source code for SDM 2020 paper "What Do Questions Exactly Ask? MFAE: Duplicate Question Identification with Multi-Fusion Asking Emphasis"

EMNLP 2022 "PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings"

Text Classification And Context Mining For Document Summarization ⭐ 7

Automnomously attempting a categorical summarization of a sparse, asymmetrical corpus in English language, by performing text classification - which is achieved by our intuitive sentence pair classification scenarios and usecases.

Huggingface Datasets_jglue ⭐ 7

JGLUE: Japanese General Language Understanding Evaluation for huggingface datasets

Tf Similar Sentences ⭐ 6

Find similar sentences using Tensorflow Hub for English Wikipedia

Sentence_similarity ⭐ 6

Package to calculate the similarity score between two sentences

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