PyTorch implementation of A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text (EMNLP 2019)
☆48Feb 16, 2020Updated 6 years ago
Alternatives and similar repositories for vae-pretraining-encoder
Users that are interested in vae-pretraining-encoder are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of "Lagging Inference Networks and Posterior Collapse in Variational Autoencoders" (ICLR 2019)☆186Dec 15, 2020Updated 5 years ago
- ☆11Jul 15, 2020Updated 5 years ago
- This repo contains code to reproduce some of the results presented in the paper "SentenceMIM: A Latent Variable Language Model"☆28Jun 22, 2022Updated 3 years ago
- Variable-order CRFs with structure learning☆17Aug 1, 2024Updated last year
- ☆25Apr 4, 2022Updated 3 years ago
- Code for EMNLP18 paper "Spherical Latent Spaces for Stable Variational Autoencoders"☆171Dec 12, 2018Updated 7 years ago
- Pytorch implementation of "A Probabilistic Formulation of Unsupervised Text Style Transfer" by He. et. al. at ICLR 2020☆162Oct 19, 2022Updated 3 years ago
- A curated list of techniques to avoid posterior collapse☆88Jan 22, 2023Updated 3 years ago
- Implementation of INLG 19 paper: Rethinking Text Attribute Transfer: A Lexical Analysis☆16Sep 30, 2019Updated 6 years ago
- Code for "A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations" (NAACL 2019)☆67Mar 5, 2021Updated 4 years ago
- An original implementation of EMNLP 2019, "A Discrete Hard EM Approach for Weakly Supervised Question Answering"☆135Jul 3, 2020Updated 5 years ago
- SUM-QE, a BERT-based Summary Quality Estimation Model☆21Jul 22, 2023Updated 2 years ago
- Optimus: the first large-scale pre-trained VAE language model☆392Sep 6, 2023Updated 2 years ago
- ☆152Feb 9, 2018Updated 8 years ago
- Code for "Language GANs Falling Short"☆59Apr 1, 2021Updated 4 years ago
- A conditional variational autoencoder (CVAE) for text☆35Oct 25, 2018Updated 7 years ago
- Code for the paper "Latent Relation Language Models" at AAAI-20.☆41Sep 22, 2025Updated 5 months ago
- Code accompanying the paper "Effective Estimation of Deep Generative Language Models".☆25May 1, 2020Updated 5 years ago
- Code for Repl4NLP paper "A Cross-Task Analysis of Text Span Representations"☆21Nov 4, 2022Updated 3 years ago
- Latent Alignment and Variational Attention☆329Nov 5, 2018Updated 7 years ago
- A method for evaluating the high-level coherence of machine-generated texts. Identifies high-level coherence issues in transformer-based …☆11Mar 18, 2023Updated 2 years ago
- ☆13Oct 25, 2019Updated 6 years ago
- Distillation of Ensemble Dependency Parsers into a Single Graph-Based Parser☆11Oct 14, 2016Updated 9 years ago
- The Tweets2013 Internet Archive collection☆10Aug 7, 2020Updated 5 years ago
- Transformer-Based Conditioned Variational Autoencoder for Story Completion☆95Jul 18, 2020Updated 5 years ago
- Dynamic Weighted Majority for Imbalance Learning☆15Nov 4, 2019Updated 6 years ago
- Official code for the "Optimal Variance Control of the Score Function Gradient Estimator for Importance Weighted Bounds"☆10Feb 16, 2023Updated 3 years ago
- ☆12Nov 15, 2016Updated 9 years ago
- Semantic Parser with Execution☆13Dec 8, 2017Updated 8 years ago
- Dockerized code for E3: Entailment-driven Extracting and Editing for Conversational Machine Reading.☆48Jul 22, 2023Updated 2 years ago
- Tools for training pytorch language models☆27Nov 14, 2020Updated 5 years ago
- PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349☆593May 30, 2025Updated 9 months ago
- EMNLP 2020: Filtering before Iteratively Referring for Knowledge-Grounded Response Selection in Retrieval-Based Chatbots☆12Dec 15, 2020Updated 5 years ago
- ☆12Oct 10, 2021Updated 4 years ago
- A Python wrapper for the ROUGE summarization evaluation package☆14Aug 9, 2017Updated 8 years ago
- Code for SegTree Transformer (ICLR-RLGM 2019).☆27Nov 12, 2019Updated 6 years ago
- Ouroboros: On Accelerating Training of Transformer-Based Language Models☆10Nov 7, 2019Updated 6 years ago
- Tensorflow Implementation of Improving Variational Encoder-Decoders in Dialogue Generation☆27Mar 27, 2018Updated 7 years ago
- Code for "Variational Sequential Labelers for Semi-Supervised Learning" (EMNLP 2018)☆34Oct 4, 2018Updated 7 years ago