estebandito22 / PyTorchAVITM
PyTorch Implementation of Autoencoding Variational Inference for Topic Models (Srivastava and Sutton 2017)
☆38Updated 5 years ago
Alternatives and similar repositories for PyTorchAVITM:
Users that are interested in PyTorchAVITM are comparing it to the libraries listed below
- Short Text Topic Modeling☆65Updated 6 years ago
- PyTorch implementation of AVITM (Autoencoding Variational Inference For Topic Models)☆36Updated 2 years ago
- PyTorch implementations of NVDM, GSM, NTM, NTMR☆74Updated 5 years ago
- Repo for EMNLP 2020 paper, "Improving Neural Topic Models using Knowledge Distillation"☆31Updated 4 years ago
- [WWW 2020] Discriminative Topic Mining via Category-Name Guided Text Embedding☆50Updated 4 years ago
- ☆54Updated 3 years ago
- ICLR 2019 paper: "textTOvec: DEEP CONTEXTUALIZED NEURAL AUTOREGRESSIVE TOPIC MODELS OF LANGUAGE WITH DISTRIBUTED COMPOSITIONAL PRIOR"☆24Updated 6 years ago
- ☆24Updated 6 years ago
- ☆85Updated 3 years ago
- ☆83Updated 4 years ago
- This repository contains the code for "BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Representations".☆63Updated 4 years ago
- Python interface for https://github.com/dice-group/Palmetto☆40Updated 2 years ago
- Source code for our AAAI 2020 paper P-SIF: Document Embeddings using Partition Averaging☆34Updated 4 years ago
- https://arxiv.org/pdf/1909.04054☆78Updated 2 years ago
- Snippext: Semi-supervised Opinion Mining with Augmented Data☆58Updated last year
- ☆16Updated 5 years ago
- Code for the paper "Contextualized Weak Supervision for Text Classification"☆51Updated 3 years ago
- This the repository for the AISTATS 2020 paper Neural Topic Model with Attention for Supervised Learning.☆31Updated 5 years ago
- SUPERT: Unsupervised multi-document summarization evaluation & generation☆94Updated 2 years ago
- WordMoversEmbeddings(WME) is a simple code for generating the vector representation of sentence/document for text classification and clus…☆81Updated 6 years ago
- Joint Extraction & Compression text Summarization☆41Updated 5 years ago
- Code and data for ACL2016 article "Which argument is more convincing? Analyzing and predicting convincingness of Web arguments using bidi…☆28Updated 8 years ago
- News clustering algorithm. Implementation of the "Multilingual Clustering of Streaming News" paper submitted to EMNLP 2018☆36Updated 2 years ago
- ☆102Updated 4 years ago
- ☆43Updated 5 years ago
- Graph parsing approach to structured sentiment analysis.☆41Updated last year
- ☆58Updated 6 months ago
- Training Temporal Word Embeddings with a Compass☆64Updated 2 years ago
- ☆37Updated 3 years ago
- A toolkit for discourse segmentation (EDU segmentation).☆102Updated last year