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text-clustering

Here are 38 public repositories matching this topic...

texthero

jbesomi / texthero

Text preprocessing, representation and visualization from zero to hero.

nlp machine-learning text-mining word-embeddings text-clustering text-visualization text-representation text-preprocessing nlp-pipeline texthero

Updated Aug 29, 2023
Python

xlang-ai / instructor-embedding

[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings

information-retrieval text-classification embeddings language-model text-embedding text-clustering text-semantic-similarity text-evaluation prompt-retrieval text-reranking

Updated Aug 25, 2024
Python

murray-z / text_analysis_tools

中文文本分析工具包（包括- 文本分类 - 文本聚类 - 文本相似性 - 关键词抽取 - 关键短语抽取 - 情感分析 - 文本纠错 - 文本摘要 - 主题关键词-同义词、近义词-事件三元组抽取）

sentiment-analysis text-classification text-similarity event-extraction spell-corrector text-clustering text-ana topic-keywords key-words text-summatizer

Updated Oct 3, 2023
Python

RandyPen / TextCluster

短文本聚类预处理模块 Short text cluster

nlp text-mining cluster text-processing text-clustering text-cluster

Updated Dec 28, 2019
Python

plkmo / NLP_Toolkit

Library of state-of-the-art models (PyTorch) for NLP tasks

nlp natural-language-processing text-classification machine-translation pytorch style-transfer speech-recognition text-summarization nlp-library text-clustering punctuation-restoration

Updated Jul 25, 2024
Python

Auto-Research

sidphbot / Auto-Research

Generate custom detailed survey paper with topic clustered sections and proper citations, from just a single query in just under 30 mins !!

python nlp ocr text-similarity text-generation pytorch topic-modeling summarization research-tool arxiv research-data-management scientific-publications research-and-development research-software-engineering scientific-research text-clustering arxiv-api pdf-document-processor title-generation

Updated Dec 10, 2023
Python

ArikReuter / TopicGPT

TopicGPT allows to integrate the benefits of LLMs into Topic Modelling

nlp natural-language-processing text-mining topic-modeling gpt text-clustering topic-modeling-analysis gpt-3 openai-api gpt-4 chatgpt

Updated Jun 22, 2024
Python

KeremZaman / semantic-sh

semantic-sh is a SimHash implementation to detect and group similar texts by taking power of word vectors and transformer-based language models (BERT).

text-similarity simhash transformer locality-sensitive-hashing fasttext bert text-search word-vectors text-clustering

Updated Jul 25, 2024
Python

LMU-Seminar-LLMs / TopicGPT

TopicGPT allows to integrate the benefits of LLMs into Topic Modelling

nlp natural-language-processing text-mining topic-modeling gpt text-clustering openai-api large-language-models chatgpt

Updated Jun 22, 2024
Python

JayKumarr / OSDM

This code belongs to ACL conference paper entitled as "An Online Semantic-enhanced Dirichlet Model for Short Text Stream Clustering"

text-mining data-stream stochastic-process non-parametric dirichlet-process dirichlet-process-mixtures text-clustering text-stream data-stream-processing data-stream-mining

Updated Apr 22, 2021
Python

ttavni / 2D_Text_Clustering

Using word embeddings, TFIDF and text-hashing to cluster and visualise text documents

clustering dimensionality-reduction text-processing d3js document-clustering umap computational-social-science text-clustering text-features

Updated Nov 7, 2019
Python

1997alireza / QA-Clustering

Implementation of some algorithms for text clustering

text-classification question-answering text-clustering

Updated Sep 5, 2018
Python

pemagrg1 / sentence-clustering

Sentence Clustering and visualization. Created Date: 25 Apr 2018

python clustering clustering-algorithm clustering-methods sentence-clustering text-clustering

Updated Jan 15, 2020
Python

chrisPiemonte / url2vec

Graph clustering and Node embeddings with word2vec

nlp crawler clustering word2vec word-embeddings bachelor-thesis random-walk graph-clustering text-clustering graph-embedding

Updated Mar 2, 2019
Python

eigenfoo / reddit-clusters

Understanding hateful subreddits through text clustering

reddit nmf hate-speech text-clustering

Updated Nov 26, 2018
Python

Snowing-ST / Exploring-Data-Analysis

探索性数据分析期末报告，text clustering with Kmeans/GMM/NMF

crawler text-clustering

Updated Jul 6, 2018
Python

VIDA-NYU / domain_discovery_API

Domain Discovery Operations API formalizes the human domain discovery process by defining a set of operations that capture the essential tasks that lead to domain discovery on the Web as we have discovered in interacting with the Subject Matter Experts (SME)s.

information-retrieval text-mining text-classification domain-discovery topic-discovery text-clustering

Updated Aug 9, 2021
Python

pokarats / gsdmm

Gibbs Sampling Dirichlet Multinomial Model (GSDMM) for Short-Text Clustering

topic-modeling lda unsupervised-learning dirichlet-distribution text-clustering gibbs-sampling-algorithm

Updated Mar 22, 2020
Python

SnehaVM / Implementation-of-DBSCAN-Clustering-Algorithm

DBSCAN algorithm from scratch in Python -- to cluster text records.

python machine-learning data-mining text-clustering

Updated May 18, 2018
Python

Navy10021 / Parallel_Clustering_based_TM

Parallel clustering-based Topic Modeling

nlp topic-modeling keyword-extraction text-clustering bert-model bert-embeddings

Updated Jun 2, 2023
Python

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