sentence-similarity

There are 33 repositories under sentence-similarity topic.

WenRichard / KBQA-BERT
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
bert knowledge-graph nlpcc2017 sentence-similarity
Language:Python 1439
SeanLee97 / xmnlp
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
pinyin nlp spell-checker radical sentiment-analysis ner lexical-analysis segmentation postagging sentence-embeddings sentence-similarity
Language:Python 1221
smilelight / lightNLP
基于Pytorch和torchtext的自然语言处理深度学习框架。
nlp pytorch torchtext srl deep-learning cws pos relation-extraction dependency-parsing sentence-similarity text-classification python chinese language-model nature-language-process word2vec skip-gram cbow negative-sampling hierarchical-softmax
Language:Python 823
goru001 / inltk
Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need
nlp deep-learning indic-languages pytorch data-augmentation sentence-similarity sentence-encoding word-embeddings sentence-embeddings
Language:Python 812
Decalogue / chat
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
nlp question-answering context nlu natural-language-processing natural-language-understanding qa chat chatbot python python3 algorithm machine-learning kb sentence-similarity neo4j graph database
Language:Python 671
oborchers / Fast_Sentence_Embeddings
Compute Sentence Embeddings Fast!
sentence-embeddings sentence-representation sentence-similarity document-similarity usif sif wordembedding gensim gensim-model word2vec-model fasttext cython embeddings maxpooling fse swem
Language:Jupyter Notebook 615
ncbi-nlp / BioSentVec
BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences
bionlp fasttext mimic-iii natural-language-processing pubmed sent2vec sentence-embeddings sentence-similarity word-embeddings
Language:Jupyter Notebook 565
zhiguowang / BiMPM
BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences
sentence-match sentence-similarity paraphrase-identification natural-language-inference duplicate-questions-identification
Language:Python 438
JohnGiorgi / DeCLUTR
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!
contrastive-learning natural-language-processing allennlp pytorch transformers representation-learning sentence-embeddings sentence-similarity semantic-search semantic-text-similarity metric-learning self-supervised-learning
Language:Python 377
yanqiangmiffy / sentence-similarity
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。
nlp-sim sentence-similarity siamese-network
Language:Python 368
brightmart / nlu_sim
all kinds of baseline models for sentence similarity 句子对语义相似度模型
question-answering sentence-similarity nlu word2vec atec qa questions-and-answers similarity-measurement semantic-similarity
Language:Python 296
cjymz886 / sentence-similarity
对四种句子/文本相似度计算方法进行实验与比较
sentence-similarity text-similarity word2vec cosinesimilarity bm25 idf
Language:Python 289
Doragd / Awesome-Sentence-Embedding
A curated list of research papers in Sentence Reprsentation Learning and a sts leaderboard of sentence embeddings.
sentence-embeddings sentence-similarity text-matching textual-similarity
289
voidism / DiffCSE
Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"
contrastive-learning representation-learning self-supervised-learning sentence-embeddings sentence-similarity sentence-transformers
Language:Python 288
ShuaichiLi / Chinese-sentence-similarity-task
中文问题句子相似度计算比赛及方案汇总
chip2018 chip2019 diac2019 sentence-similarity text-matching
287
amansrivastava17 / lstm-siamese-text-similarity
⚛️ It is keras based implementation of siamese architecture using lstm encoders to compute text similarity
siamese-network deep-learning keras text-similarity sentence-similarity lstm lstm-neural-networks bidirectional-lstm
Language:Python 281
geeks-of-data / knowledge-gpt
Extract knowledge from all information sources using gpt and other language models. Index and make Q&A session with information sources.
gpt openai context embedding embedding-vectors gpt3-turbo gpt4 huggingface huggingface-transformers information-extraction language-model llm python question-answering scraper sentence-embeddings sentence-similarity vector-search llama natural-language-processing
Language:Python 271
gyunggyung / AGI-Papers
Papers and Book to look at when starting AGI 📚
nlg llm nlp dialogue sentence-similarity efficient distillation multimodal sentence-embeddings multiple-tasks stable-diffusion text-to-video tts all-to-all
256
ChenglongChen / tensorflow-DSMM
Tensorflow implementations of various Deep Semantic Matching Models (DSMM).
abcnn cdssm dssm esim matchpyramid question-answering semantic-matching sentence-similarity siamese-network tensorflow
Language:Python 231
huanghuidmml / epidemicTextMatch
天池大赛疫情文本挑战赛线上第三名方案分享
bert fgm sentence-similarity epidemic-data epidemic-model
Language:Python 227
AndriyMulyar / semantic-text-similarity
an easy-to-use interface to fine-tuned BERT models for computing semantic similarity in clinical and web text. that's it.
bert bert-model clinical-semantic-similarity med-sts semantic-similarity sentence-similarity sts-b
Language:Python 213
Huffon / sentence-similarity
This repository contains various ways to calculate sentence vector similarity using NLP models
natural-language-processing sentence-embedding sentence-similarity vector-similarity
Language:Python 200
janlukasschroeder / nlp-cheat-sheet-python
NLP Cheat Sheet, Python, spacy, LexNPL, NLTK, tokenization, stemming, sentence detection, named entity recognition
spacy spacy-nlp cheat-sheet nlp python starter-kit introduction machine-learning tokenization lemmatization spans sentence-similarity pos-tagging dependency-parsing named-entity-recognition nltk lexnlp
Language:Jupyter Notebook 198
sea-boat / TextAnalyzer
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, pinyin transform.
segment sentence-similarity speech-tagging synonyms text-analyzer text-classification word2vec-model
Language:Java 196
BM-K / Sentence-Embedding-Is-All-You-Need
Korean Sentence Embedding Repository
korean-sentence-bert korean-simcse sentence-embedding self-supervised-learning sentence-similarity korean-diffcse
Language:Python 182
tlatkowski / multihead-siamese-nets
Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.
siamese-neural-network multihead-attention semantic-similarity deep-neural-networks siamese-lstm attention deep-architectures deep-learning text-similarity paraphrase paraphrase-identification nlp natural-language-processing quora-question-pairs snli multihead-attention-networks sentence-similarity tensorflow python3 siamese-cnn
Language:Jupyter Notebook 182
BM-K / KoSentenceBERT-ETRI
Sentence Embeddings using Siamese ETRI KoBERT-Networks
sentence-bert sentence-similarity natural-language-processing korean-sentence-bert
Language:Python 156
xiongma / chinese-law-bert-similarity
bert chinese similarity
bert tensorflow nlp sentence-similarity deep-learning
Language:Python 139
BM-K / KoSentenceBERT-SKT
Sentence Embeddings using Siamese SKT KoBERT-Networks
sentence-bert sentence-similarity natural-language-processing korean-sentence-bert
Language:Python 128
v1shwa / document-similarity
Document Similarity using Word2Vec
hacktoberfest sentence-similarity sim-scores similarity-score word2vec
Language:Python 102
TharinduDR / Simple-Sentence-Similarity
Exploring the simple sentence similarity measurements using word embeddings
python sentence-similarity sentence-embeddings word-embeddings ipynb word2vec glove fasttext elmo wmd
Language:Python 101
WenRichard / DIAC2019-Adversarial-Attack-Share
DIAC2019基于Adversarial Attack的问题等价性判别比赛
diac2019 bert sentence-similarity adversarial-attacks text-matching
81
MarvinLSJ / LSTM-siamese
Siamese-LSTM PyTorch Implementation for cikm 2018
pytorch-implmention sentence-similarity cikm2018 python siamese-lstm
Language:Python 62
zheng5yu9 / siamese_dssm
siamese dssm sentence_similarity sentece_similarity_rank tensorflow
siamese dssm similarity sentence-similarity ranking-algorithm
Language:Python 59
hellonlp / sentence-similarity
文本相似度，语义向量，文本向量，text-similarity，similarity, sentence-similarity，BERT，SimCSE，BERT-Whitening，Sentence-BERT, PromCSE, SBERT
bert-embeddings similarity text-similarity bert sentence-embeddings sentence-similarity simcse sentence-bert whitening sbert promcse
Language:Python 51
zwkkk / wentian-rank2
“阿里灵杰”问天引擎电商搜索算法赛第二名。电商领域两阶段文本匹配算法。
nlp sentence-similarity
Language:Python 49

sentence-similarity

WenRichard / KBQA-BERT

SeanLee97 / xmnlp

smilelight / lightNLP

goru001 / inltk

Decalogue / chat

oborchers / Fast_Sentence_Embeddings

ncbi-nlp / BioSentVec

zhiguowang / BiMPM

JohnGiorgi / DeCLUTR

yanqiangmiffy / sentence-similarity

brightmart / nlu_sim

cjymz886 / sentence-similarity

Doragd / Awesome-Sentence-Embedding

voidism / DiffCSE

ShuaichiLi / Chinese-sentence-similarity-task

amansrivastava17 / lstm-siamese-text-similarity

geeks-of-data / knowledge-gpt

gyunggyung / AGI-Papers

ChenglongChen / tensorflow-DSMM

huanghuidmml / epidemicTextMatch

AndriyMulyar / semantic-text-similarity

Huffon / sentence-similarity

janlukasschroeder / nlp-cheat-sheet-python

sea-boat / TextAnalyzer

BM-K / Sentence-Embedding-Is-All-You-Need

tlatkowski / multihead-siamese-nets

BM-K / KoSentenceBERT-ETRI

xiongma / chinese-law-bert-similarity

BM-K / KoSentenceBERT-SKT

v1shwa / document-similarity

TharinduDR / Simple-Sentence-Similarity

WenRichard / DIAC2019-Adversarial-Attack-Share

MarvinLSJ / LSTM-siamese

zheng5yu9 / siamese_dssm

hellonlp / sentence-similarity

zwkkk / wentian-rank2