WHUIR / GPUDMM
The implementation of GPU-based Dirichlet Multinomial Mixture model (GPU-DMM) (published in SIGIR 2016)
☆8Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for GPUDMM
- Knowledge Graph Embedding LDA. AAAI 2017☆37Updated 6 years ago
- Short Text Topic Modeling☆65Updated 6 years ago
- Repo for EMNLP 2020 paper, "Improving Neural Topic Models using Knowledge Distillation"☆31Updated 4 years ago
- Hierarchical, multi-label topic modelling with LDA☆53Updated last year
- ☆14Updated 8 years ago
- Code for Bursty Biterm Topic Model (published in AAAI2015)☆53Updated 5 years ago
- Topic Modeling for Short Texts with Auxiliary Word Embeddings☆72Updated 6 years ago
- Python implemetation for Dirichlet Multinomial Mixture (DMM) model☆48Updated 3 years ago
- Code for paper "GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model". Under preparation.☆46Updated 5 years ago
- ☆21Updated 4 years ago
- ICLR 2019 paper: "textTOvec: DEEP CONTEXTUALIZED NEURAL AUTOREGRESSIVE TOPIC MODELS OF LANGUAGE WITH DISTRIBUTED COMPOSITIONAL PRIOR"☆24Updated 5 years ago
- A simple version of DeepRank & MatchPyramid implemented in PyTorch.☆35Updated 4 years ago
- Source code of TMN (Topic Memory Network)☆84Updated 6 years ago
- Python code to run ACE-style event extraction on English, Chinese, or Spanish texts☆35Updated 7 years ago
- Implementation (in progress) of Dieng et al.'s TopicRNN: a neural topic model & RNN hybrid.☆53Updated 5 years ago
- Quality Metrics for Topic Modeling☆10Updated 4 years ago
- seq2seq based keyphrase generation model sets, including copyrnn copycnn and copytransfomer☆51Updated 2 years ago
- Code for Online Biterm Topic Model (published in TKDE2014)☆65Updated 9 years ago
- Hierarchical Neural Attention-based Classification☆25Updated 3 years ago
- A tensorflow implementation of the neural variational topic,document model with Gaussian Softmax Construction (GSM).☆21Updated 5 years ago
- A generalized input-label embedding for text classification☆23Updated 4 years ago
- USFD submission code for Semeval 2016 Task 6, Subtask B☆26Updated 8 years ago
- [AAAI 2019] Weakly-Supervised Hierarchical Text Classification☆86Updated 2 years ago
- Sentiment polarity annotations dataset☆26Updated 6 years ago
- ☆83Updated 3 years ago
- This the repository for the AISTATS 2020 paper Neural Topic Model with Attention for Supervised Learning.☆31Updated 4 years ago
- Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach☆84Updated 6 years ago
- Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis, published at NAACL 2018☆57Updated 6 years ago
- LDA topic modeling with word2vec using gaussian topic distributions for infinite vocabulary☆51Updated 8 years ago