BobXWu / Paper-Neural-Topic-Models

Papers of Neural Topic Models (NTMs)
59 stars 6 forks source link

Add 2 new papers about topic modeling #1

Closed xuweijieshuai closed 9 months ago

xuweijieshuai commented 9 months ago

Hi,

Thanks for your wonderful survey!

Would you mind adding 2 papers about topic modeling.

Paper 1: DeTiME: Diffusion-Enhanced Topic Modeling using Encoder-decoder based LLM Accepted by EMNLP 2023 as findings. It leverages diffusion for topic guided text generation. It is relevant to Applications of NTMs / Text Generation Paper link: https://aclanthology.org/2023.findings-emnlp.606.pdf

Paper 2: vONTSS: vMF based semi-supervised neural topic modeling with optimal transport Accepted by ACL 2023 as findings. It leverages vMF as prior for topic modeling. It is relevant to NTM with Different Structure / NTMs with Various Priors Paper link: https://aclanthology.org/2023.findings-acl.271/ Code link: https://github.com/xuweijieshuai/Neural-Topic-Modeling-vmf

Thanks a lot!

BobXWu commented 9 months ago

Hi, Thank you. You can create pull requests to add these papers.

xuweijieshuai commented 9 months ago

Sounds good. Thank you!