pgcool / iDocNADEeLinks
AAAI 2019 paper: "Document Informed Neural Autoregressive Topic Models with Distributional Prior" (a Contextualized Neural Topic Model with Word Embeddings). Models: DocNADE, iDocNADE, DocNADEe and iDocNADEe
☆19Updated 6 years ago
Alternatives and similar repositories for iDocNADEe
Users that are interested in iDocNADEe are comparing it to the libraries listed below
Sorting:
- This the repository for the AISTATS 2020 paper Neural Topic Model with Attention for Supervised Learning.☆31Updated 5 years ago
- ICLR 2019 paper: "textTOvec: DEEP CONTEXTUALIZED NEURAL AUTOREGRESSIVE TOPIC MODELS OF LANGUAGE WITH DISTRIBUTED COMPOSITIONAL PRIOR"☆25Updated 6 years ago
- PyTorch implementations of NVDM, GSM, NTM, NTMR☆74Updated 5 years ago
- neural variational document model☆132Updated 7 years ago
- Language-Adversarial Training for Cross-Lingual Text Classification (TACL)☆62Updated 4 years ago
- Code for paper "GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model". Under preparation.☆46Updated 6 years ago
- Code and datasets for EMNLP2018 paper ‘‘Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification’’.☆52Updated 6 years ago
- ☆22Updated 6 years ago
- Short Text Topic Modeling☆65Updated 7 years ago
- Code for "Strong Baselines for Neural Semi-supervised Learning under Domain Shift" (Ruder & Plank, 2018 ACL)☆61Updated 2 years ago
- Bayesian Deep Active Learning for Natural Language Processing Tasks☆147Updated 6 years ago
- PyTorch implementation of AVITM (Autoencoding Variational Inference For Topic Models)☆35Updated 3 years ago
- Multiple Instance Learning Networks for Fine-Grained Sentiment Analysis☆35Updated 6 years ago
- Data and code for paper "Review-Driven Multi-Label Music Style Classification by Exploiting Style Correlations"☆15Updated 6 years ago
- Replication code for "Neural Models for Documents with Metadata"☆105Updated 5 years ago
- A tensorflow implementation of the neural variational topic,document model with Gaussian Softmax Construction (GSM).☆21Updated 6 years ago
- Implementation (in progress) of Dieng et al.'s TopicRNN: a neural topic model & RNN hybrid.☆52Updated 6 years ago
- ☆102Updated 4 years ago
- Source code for paper "Topic Modeling with Wasserstein Autoencoders".☆41Updated 5 years ago
- Hierarchical Neural Attention-based Classification☆26Updated 4 years ago
- Deconvolutional Latent-Variable Model for Text Sequence Matching☆13Updated 6 years ago
- Train, Test and Dev Splits for our AAAI'18 Paper☆16Updated 7 years ago
- Neural Topic Modeling with Continual Lifelong Learning (ICML 2020)☆24Updated 5 years ago
- Sentiment polarity annotations dataset☆26Updated 7 years ago
- A generalized input-label embedding for text classification☆24Updated 5 years ago
- Label Embedding Network☆92Updated 7 years ago
- Source code and dataset of "Joint Modeling of Topics and Discourse in Microblog Conversations"☆35Updated 6 years ago
- Repo for EMNLP 2020 paper, "Improving Neural Topic Models using Knowledge Distillation"☆31Updated 4 years ago
- Repository for Unsupervised Sentence Compression using Denoising Auto-Encoders☆47Updated last year
- Sequence Tagging with Cross-Lingual Transfer Learning☆17Updated 8 years ago