Projects in Awesome Lists tagged with sentence-similarity

https://github.com/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

Last synced: 01 Aug 2024

https://github.com/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

lexical-analysis ner nlp pinyin postagging radical segmentation sentence-embeddings sentence-similarity sentiment-analysis spell-checker

Last synced: 30 Sep 2024

https://github.com/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

lexical-analysis ner nlp pinyin postagging radical segmentation sentence-embeddings sentence-similarity sentiment-analysis spell-checker

Last synced: 31 Jul 2024

https://github.com/smilelight/lightNLP

基于Pytorch和torchtext的自然语言处理深度学习框架。

cbow chinese cws deep-learning dependency-parsing hierarchical-softmax language-model nature-language-process negative-sampling nlp pos python pytorch relation-extraction sentence-similarity skip-gram srl text-classification torchtext word2vec

Last synced: 03 Aug 2024

https://github.com/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

algorithm chat chatbot context database graph kb machine-learning natural-language-processing natural-language-understanding neo4j nlp nlu python python3 qa question-answering sentence-similarity

Last synced: 26 Sep 2024

https://github.com/oborchers/Fast_Sentence_Embeddings

Compute Sentence Embeddings Fast!

cython document-similarity embeddings fasttext fse gensim gensim-model maxpooling sentence-embeddings sentence-representation sentence-similarity sif swem usif word2vec-model wordembedding

Last synced: 02 Aug 2024

https://github.com/zhiguowang/BiMPM

BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences

duplicate-questions-identification natural-language-inference paraphrase-identification sentence-match sentence-similarity

Last synced: 01 Aug 2024

https://github.com/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!

allennlp contrastive-learning metric-learning natural-language-processing pytorch representation-learning self-supervised-learning semantic-search semantic-text-similarity sentence-embeddings sentence-similarity transformers

Last synced: 01 Aug 2024

https://github.com/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

Last synced: 03 Aug 2024

https://github.com/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.

context embedding embedding-vectors gpt gpt3-turbo gpt4 huggingface huggingface-transformers information-extraction language-model llama llm natural-language-processing openai python question-answering scraper sentence-embeddings sentence-similarity vector-search

Last synced: 01 Aug 2024

https://github.com/janlukasschroeder/nlp-cheat-sheet-python

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

cheat-sheet dependency-parsing introduction lemmatization lexnlp machine-learning named-entity-recognition nlp nltk pos-tagging python sentence-similarity spacy spacy-nlp spans starter-kit tokenization

Last synced: 30 Sep 2024

https://github.com/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

Last synced: 04 Aug 2024

https://github.com/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

Last synced: 04 Aug 2024

https://github.com/tlatkowski/multihead-siamese-nets

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

attention deep-architectures deep-learning deep-neural-networks multihead-attention multihead-attention-networks natural-language-processing nlp paraphrase paraphrase-identification python3 quora-question-pairs semantic-similarity sentence-similarity siamese-cnn siamese-lstm siamese-neural-network snli tensorflow text-similarity

Last synced: 03 Oct 2024

https://github.com/xiongma/chinese-law-bert-similarity

bert chinese similarity

bert deep-learning nlp sentence-similarity tensorflow

Last synced: 01 Aug 2024

https://github.com/tharindudr/simple-sentence-similarity

Exploring the simple sentence similarity measurements using word embeddings

elmo fasttext glove ipynb python sentence-embeddings sentence-similarity wmd word-embeddings word2vec

Last synced: 27 Sep 2024

https://github.com/lonePatient/bert-sentence-similarity-pytorch

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

bert nlp pytorch sentence-similarity text-classification

Last synced: 01 Aug 2024

https://github.com/shunk031/huggingface-datasets_JGLUE

JGLUE: Japanese General Language Understanding Evaluation for huggingface datasets

commonsense-question-answering datasets glue huggingface huggingface-datasets jglue machine-reading-comprehension question-answering sentence-similarity sentiment-classification squad

Last synced: 02 Aug 2024

https://github.com/raniasakrr/breakthrough-hire

The project aims to help job seekers understand the essential qualifications required for specific jobs and assess how well their skills match those positions. Additionally, it assists recruiters in improving their resume selection processes by analyzing and comprehending job advertisements.

bert cvanalysis flask ner nlp python scraping sentence-similarity spacy sqlalchemy transformer

Last synced: 25 Sep 2024