vlukiyanov / pt-avitmLinks
PyTorch implementation of AVITM (Autoencoding Variational Inference For Topic Models)
☆35Updated 3 years ago
Alternatives and similar repositories for pt-avitm
Users that are interested in pt-avitm are comparing it to the libraries listed below
Sorting:
- ☆16Updated 6 years ago
- WordMoversEmbeddings(WME) is a simple code for generating the vector representation of sentence/document for text classification and clus…☆83Updated 7 years ago
- PyTorch Implementation of Autoencoding Variational Inference for Topic Models (Srivastava and Sutton 2017)☆39Updated 6 years ago
- Frame-Semantic and PropBank Semantic Role Labeling with Syntactic Scaffolding.☆50Updated 4 years ago
- Word embedding approach based on a dynamic log-linear model☆55Updated 8 years ago
- Zero-Shot Open Entity Typing as Type-Compatible Grounding, EMNLP'18.☆42Updated 6 years ago
- ☆54Updated 4 years ago
- Uncovering divergent linguistic information in word embeddings with lessons for intrinsic and extrinsic evaluation☆63Updated 7 years ago
- ICLR 2019 paper: "textTOvec: DEEP CONTEXTUALIZED NEURAL AUTOREGRESSIVE TOPIC MODELS OF LANGUAGE WITH DISTRIBUTED COMPOSITIONAL PRIOR"☆25Updated 7 years ago
- Neural topic modeling☆29Updated 5 years ago
- PyTorch implementation of AVITM☆159Updated 7 years ago
- Text classification models. Used a submodule for other projects.☆69Updated 6 years ago
- Model for learning document embeddings along with their uncertainties☆36Updated 2 years ago
- Experiments of ACL 2018 paper box embeddings☆31Updated 7 years ago
- Code for the paper: Don't Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled Word Vectors, ICLR 2019.☆43Updated 3 years ago
- Repo for EMNLP 2020 paper, "Improving Neural Topic Models using Knowledge Distillation"☆31Updated 5 years ago
- TensorFlow implementation of "Detecting Incongruity Between News Headline and Body Text via a Deep Hierarchical Encoder," AAAI-19☆38Updated last year
- Bayesian Skip-gram model☆47Updated 5 years ago
- Interpretable Neural Predictions with Differentiable Binary Variables☆85Updated 4 years ago
- pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference☆61Updated 3 years ago
- This repository contains the code for "BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Representations".☆64Updated 5 years ago
- Skip-gram word embeddings in hyperbolic space☆34Updated 7 years ago
- Dict2vec is a framework to learn word embeddings using lexical dictionaries.☆115Updated 5 years ago
- Projecting Embeddings for Domain Adaptation: Joint Modeling of Sentiment in Diverse Domains☆16Updated 7 years ago
- Short Text Topic Modeling☆65Updated 7 years ago
- PyTorch implementations of NVDM, GSM, NTM, NTMR☆74Updated 6 years ago
- ☆44Updated 6 years ago
- ☆12Updated 7 years ago
- News clustering algorithm. Implementation of the "Multilingual Clustering of Streaming News" paper submitted to EMNLP 2018☆38Updated 3 years ago
- Multiple Instance Learning Networks for Fine-Grained Sentiment Analysis☆35Updated 7 years ago