Search Results - RepositoryStats

152

1.2k

mit

15

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021 (Bianchi et al.).

nlp bert embeddings nlp-library transformer text-as-data topic-modeling topic-coherence multilingual-models neural-topic-models nlp-machine-learning multilingual-topic-models

Created 2020-04-04

572 commits to master branch, last one 2 months ago

OCTIS MIND-Lab

110

756

mit

13

OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)

nlp nlproc nlp-library topic-models topic-modeling evaluation-metrics neural-topic-models bayesian-optimization hyperparameter-search hyperparameter-tuning latent-semantic-analysis hyperparameter-optimization latent-dirichlet-allocation natural-language-processing non-negative-matrix-factorization

Created 2020-03-13

1,150 commits to master branch, last one 9 months ago

TopMost BobXWu

26

239

apache-2.0

3

A Topic Modeling System Toolkit (ACL 2024 Demo)

nlp library package toolkit nlp-library topic-models topic-modeling neural-topic-models nlp-machine-learning neural-topic-modeling topic-modeling-analysis

Created 2023-09-03

72 commits to main branch, last one 8 days ago

FASTopic BobXWu

6

91

apache-2.0

2

A Fast, Adaptive, Stable, and Transferable Topic Model (NeurIPS 2024)

topic-modeling word-embeddings sentence-encoder document-embedding neural-topic-models neural-topic-modeling

Created 2024-03-24

25 commits to master branch, last one about a month ago

Paper-Neural-Topic-Models BobXWu

7

75

unknown

3

Papers of Neural Topic Models (NTMs)

survey paper-list topic-models topic-modeling neural-topic-models

Created 2022-10-08

40 commits to master branch, last one 9 months ago

NQTM BobXWu

5

43

unknown

2

Code for Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder (EMNLP2020).

short-text topic-model topic-modeling neural-topic-models neural-topic-modeling

Created 2020-04-22

3 commits to master branch, last one about a year ago

ECRTM BobXWu

3

42

unknown

1

Code for Effective Neural Topic Modeling with Embedding Clustering Regularization (ICML2023)

topic-models topic-modeling neural-topic-models

Created 2023-04-24

2 commits to master branch, last one about a year ago

STREAM AnFreTh

9

37

mit

4

A versatile Python package engineered for seamless topic modeling, topic evaluation, and topic visualization. Ideal for text analysis, natural language processing (NLP), and research in the social sci...

lda nlp ntm nlp-library nlp-toolkit topic-model topic-models topic-modeling document-clustering neural-topic-models nlp-machine-learning topic-model-analysis neural-topic-modeling topic-modeling-package

Created 2024-02-11

420 commits to main branch, last one 2 months ago

ANTM hamedR96

9

37

mit

2

Aligned Neural Topic Model (ANTM) for Exploring Evolving Topics: a dynamic neural topic model that uses document embeddings (data2vec) to compute clusters of semantically similar documents at differen...

neural-topic-models dynamic-topic-modeling

Created 2023-02-01

43 commits to main branch, last one about a year ago