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集合主题趋势排行榜
#

sentence-similarity

Website
Wikipedia
https://static.github-zh.com/github_avatars/WenRichard?size=40
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

bertknowledge-graphsentence-similarity
Python 1.47 k
3 年前
https://static.github-zh.com/github_avatars/SeanLee97?size=40
SeanLee97 / xmnlp

#自然语言处理#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自然语言处理spell-checkersentiment-analysisnerParsingsegmentationsentence-embeddingssentence-similarity
Python 1.29 k
3 年前
https://static.github-zh.com/github_avatars/smilelight?size=40
smilelight / lightNLP

#自然语言处理#基于Pytorch和torchtext的自然语言处理深度学习框架。

自然语言处理PyTorchsrl深度学习cwsposrelation-extractiondependency-parsingsentence-similaritytext-classificationPython中文language-modelword2veccbownegative-sampling
Python 834
5 年前
https://static.github-zh.com/github_avatars/goru001?size=40
goru001 / inltk

#自然语言处理#Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need

自然语言处理深度学习indic-languagesPyTorchdata-augmentationsentence-similaritysentence-encodingword-embeddingssentence-embeddings
Python 830
1 年前
https://static.github-zh.com/github_avatars/Decalogue?size=40
Decalogue / chat

#自然语言处理#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

自然语言处理question-answeringcontextnlunatural-language-understandingqachat聊天机器人Python算法机器学习sentence-similarityNeo4jgraph数据库
Python 699
1 年前
https://static.github-zh.com/github_avatars/oborchers?size=40
oborchers / Fast_Sentence_Embeddings

Compute Sentence Embeddings Fast!

sentence-embeddingssentence-representationsentence-similaritygensimfasttextcythonembeddingsmaxpoolingfse
Jupyter Notebook 623
2 年前
https://static.github-zh.com/github_avatars/ncbi-nlp?size=40
ncbi-nlp / BioSentVec

#自然语言处理#BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences

自然语言处理fasttextsentence-embeddingsword-embeddingssentence-similarity
Jupyter Notebook 593
2 年前
https://static.github-zh.com/github_avatars/zhiguowang?size=40
zhiguowang / BiMPM

BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences

sentence-similaritynatural-language-inference
Python 436
4 年前
https://static.github-zh.com/github_avatars/JohnGiorgi?size=40
JohnGiorgi / DeCLUTR

#自然语言处理#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自然语言处理PyTorchtransformersrepresentation-learningsentence-embeddingssentence-similaritysemantic-searchmetric-learningself-supervised-learning
Python 380
2 年前
https://static.github-zh.com/github_avatars/yanqiangmiffy?size=40
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。

sentence-similaritysiamese-network
Python 370
5 年前
https://static.github-zh.com/github_avatars/Doragd?size=40
Doragd / Awesome-Sentence-Embedding

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

sentence-embeddingssentence-similaritytext-matching
316
2 年前
https://static.github-zh.com/github_avatars/ShuaichiLi?size=40
ShuaichiLi / Chinese-sentence-similarity-task

中文问题句子相似度计算比赛及方案汇总

text-matchingsentence-similarity
301
5 年前
https://static.github-zh.com/github_avatars/brightmart?size=40
brightmart / nlu_sim

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

question-answeringsentence-similaritynluword2vecqaquestions-and-answerssemantic-similarity
Python 297
7 年前
https://static.github-zh.com/github_avatars/voidism?size=40
voidism / DiffCSE

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

contrastive-learningrepresentation-learningself-supervised-learningsentence-embeddingssentence-similaritysentence-transformers
Python 294
3 年前
https://static.github-zh.com/github_avatars/cjymz886?size=40
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-similaritytext-similarityword2vecbm25
Python 289
5 年前
https://static.github-zh.com/github_avatars/amansrivastava17?size=40
amansrivastava17 / lstm-siamese-text-similarity

#计算机科学#⚛️ It is keras based implementation of siamese architecture using lstm encoders to compute text similarity

siamese-network深度学习Kerastext-similaritysentence-similaritylstm
Python 285
2 年前
https://static.github-zh.com/github_avatars/gyunggyung?size=40
gyunggyung / AGI-Papers

#自然语言处理#Papers and Book to look at when starting AGI 📚

nlg大语言模型自然语言处理dialoguesentence-similarityefficientdistillationmultimodalsentence-embeddingsstable-diffusiontext-to-videotts
Python 284
9 个月前
https://static.github-zh.com/github_avatars/geeks-of-data?size=40
geeks-of-data / knowledge-gpt

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

gptopenaicontextembeddingembedding-vectorsgpt3-turbogpt4huggingfacehuggingface-transformersinformation-extractionlanguage-model大语言模型Pythonquestion-answeringscrapersentence-embeddingssentence-similarityvector-searchllama自然语言处理
Python 281
2 年前
https://static.github-zh.com/github_avatars/janlukasschroeder?size=40
janlukasschroeder / nlp-cheat-sheet-python

#自然语言处理#NLP Cheat Sheet, Python, spacy, LexNPL, NLTK, tokenization, stemming, sentence detection, named entity recognition

spaCycheat-sheet自然语言处理Pythonstarter-kitintroduction机器学习tokenizationsentence-similaritypos-taggingdependency-parsingnamed-entity-recognitionnltk
Jupyter Notebook 242
2 年前
https://static.github-zh.com/github_avatars/ChenglongChen?size=40
ChenglongChen / tensorflow-DSMM

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

Tensorflowsemantic-matchingquestion-answeringsentence-similaritydssmsiamese-network
Python 228
7 年前
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