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sentence-similarity x

58 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。

Biosentvec ⭐ 501

BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences

Fast_sentence_embeddings ⭐ 494

Compute Sentence Embeddings Fast!

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

Diffcse ⭐ 270

Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"

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。

Agi Papers ⭐ 218

Papers and Book to look at when starting AGI 📚

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).

Awesome Sentence Embedding ⭐ 189

A curated list of research papers in Sentence Reprsentation Learning and a sts leaderboard of sentence embeddings.

Sentence Embedding Is All You Need ⭐ 177

Korean Sentence Embedding Repository

Multihead Siamese Nets ⭐ 173

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

Kosentencebert Etri ⭐ 150

Sentence Embeddings using Siamese ETRI KoBERT-Networks

Textanalyzer ⭐ 149

A text analyzer which is based on machine learning,statistics and dictionaries that can analyze text. So far, it supports hot word extracting, text classification, part of speech tagging, named entity recognition, chinese word segment, extracting address, synonym, text clustering, word2vec model, edit distance, chinese word segment, sentence similarity,word sentiment tendency, name recognition, idiom recognition, placename recognition, organization recognition, traditional chinese recognition,

Chinese Law Bert Similarity ⭐ 137

bert chinese similarity

Chinese Sentence Similarity Task ⭐ 129

中文问题句子相似度计算比赛及方案汇总

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

Diac2019 Adversarial Attack Share ⭐ 52

DIAC2019基于Adversarial Attack的问题等价性判别比赛

Siamese_dssm ⭐ 49

siamese dssm sentence_similarity sentece_similarity_rank tensorflow

Lstm Siamese ⭐ 40

Siamese-LSTM PyTorch Implementation for cikm 2018

Bert Sentence Similarity Pytorch ⭐ 36

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

Sentencesimilarity ⭐ 36

The enhanced RCNN model used for sentence similarity classification

Kosimcse Skt ⭐ 34

🥕 Simple Contrastive Learning of Korean Sentence Embeddings

Official Repository for CLRCMD (Appear in ACL2022)

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

Mp Cnn Variants ⭐ 23

Variants of Multi-Perspective Convolutional Neural Networks

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

Siamese Recurrent Architectures ⭐ 13

Usage of Siamese Recurrent Neural network architectures for semantic textual similarity

Quranic Search V2 ⭐ 12

Quranic Lexical/Semantic Search

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"

Duplicate Question Pair Identification ⭐ 11

Three models are implemented for text similarity classification/STS problem on Quora Question Pairs dataset.

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

Semantic Analyzer ⭐ 6

Spark based sentence similarity check solution based on Word Mover's Distance

Simsearch Text ⭐ 6

This code implements fast cosine similarity search between text sentences. You have a database of sentences (can be tweets/ documents etc ) and a list of query sentences. This code searches the database and finds the nearest neighbhor to the given queries using cosine similarity. The code supports 1) brute force search 2) Fast exact search by building smart indexes 3) Fast approximate search (given the error tolerance) . It is written in C language and you just need basic c compiler to use the c

蚂蚁金融自然语言处理竞赛。

S.s Similarity ⭐ 5

A software designed to calculate the semantic similarity between 2 sentences

A corpus that can be used to train English-to-Italian End-to-End Speech-to-Text Machine Translation models

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