Pinned Repositories
anchor-topic
This package supports implementation of anchor-based topic modeling and variants of the anchoring algorithm in Python 3.
Arabic-Topic-Modeling
BERT for Arabic Topic Modeling: An Experimental Study on BERTopic Technique
awesome-sentence-embedding
A curated list of pretrained sentence and word embedding models
BaySMM
Model for learning document embeddings along with their uncertainties
BERT-Topic-Modeling
COVID19 BERT-Topic-Modeling using BERT sentence embeddings
BERT-Topic-Modeling-1
Small tutorial on how you can use BERT for Topic Modeling
contextual_topic_identification
Steam review texting embedding analysis
contextualized-topic-models
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.
Cross-lingual-topic-identification-in-low-resource-scenarios
Topic prediction for low-resource language
database-and-sql
Lydia-Li725's Repositories
Lydia-Li725/word_embedding
Sample code for training Word2Vec and FastText using wiki corpus and their pretrained word embedding..
Lydia-Li725/TopicAlignment
Algorithm to align topics, based on https://doi.org/10.3758/s13428-019-01202-8
Lydia-Li725/textTOvec
ICLR 2019 paper: "textTOvec: DEEP CONTEXTUALIZED NEURAL AUTOREGRESSIVE TOPIC MODELS OF LANGUAGE WITH DISTRIBUTED COMPOSITIONAL PRIOR"
Lydia-Li725/anchor-topic
This package supports implementation of anchor-based topic modeling and variants of the anchoring algorithm in Python 3.
Lydia-Li725/PySpark-Learning-PySpark-
PySpark实战指南（Leaning PySpark）代码