bobxwu / NQTMLinks
Code for Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder (EMNLP2020).
☆43Updated last year
Alternatives and similar repositories for NQTM
Users that are interested in NQTM are comparing it to the libraries listed below
Sorting:
- PyTorch implementations of NVDM, GSM, NTM, NTMR☆74Updated 5 years ago
- This the repository for the AISTATS 2020 paper Neural Topic Model with Attention for Supervised Learning.☆31Updated 5 years ago
- Short Text Topic Modeling☆65Updated 7 years ago
- Code for the paper "Contextualized Weak Supervision for Text Classification"☆52Updated 4 years ago
- PyTorch Implementation of Autoencoding Variational Inference for Topic Models (Srivastava and Sutton 2017)☆39Updated 5 years ago
- Code for Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning (EMNLP2022)☆29Updated last year
- [WWW 2022] Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations☆90Updated 3 years ago
- Code for paper "GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model". Under preparation.☆46Updated 6 years ago
- ☆16Updated 3 years ago
- ☆136Updated 4 years ago
- ☆34Updated 4 years ago
- Code for SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics (ACL'2020).☆79Updated 4 years ago
- Code for Short Text Topic Modeling with Flexible Word Patterns (IJCNN2019)☆23Updated 6 years ago
- A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM☆95Updated last year
- cat🐈: the repo for the paper "Embarrassingly Simple Unsupervised Aspect extraction"☆78Updated 4 years ago
- A tensorflow implementation of the neural variational topic,document model with Gaussian Softmax Construction (GSM).☆21Updated 6 years ago
- A Self-Supervised Contrastive Learning Framework for Aspect Detection☆35Updated 3 years ago
- ☆40Updated 4 years ago
- Code for Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis (NAACL 2021 oral paper)☆67Updated 3 years ago
- A Causal Relation Schema for Text☆44Updated 9 months ago
- Code for "Dynamic Contextualized Word Embeddings"☆31Updated 3 years ago
- AAAI 2019 paper: "Document Informed Neural Autoregressive Topic Models with Distributional Prior" (a Contextualized Neural Topic Model wi…☆19Updated 6 years ago
- Source code for paper "Topic Modeling with Wasserstein Autoencoders".☆41Updated 5 years ago
- Repo for EMNLP 2020 paper, "Improving Neural Topic Models using Knowledge Distillation"☆31Updated 4 years ago
- Source code of the AAAI-2020 paper "Topic Modeling on Document Networks with Adjacent-Encoder"☆12Updated 5 years ago
- ☆19Updated 5 years ago
- Official TagMe API wrapper for Python.☆113Updated last year
- Code and Data for our EMNLP-2020 paper Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding.☆49Updated 4 years ago
- Code for Learning Multilingual Topics with Neural Variational Inference (NLPCC2020)☆17Updated last year
- Implementation of ACL-2021 paper: Cross-lingual Text Classification with Heterogeneous Graph Neural Network.☆29Updated 4 years ago