SynJax: Structured Probability Distributions for JAX

7 August 2023

Papers citing "SynJax: Structured Probability Distributions for JAX"

16 / 16 papers shown

Title
Revisiting the Entropy Semiring for Neural Speech Recognition Oscar Chang DongSeon Hwang Olivier Siohan 64 2 0 13 Dec 2023
Dynamic Programming in Rank Space: Scaling Structured Inference with Low-Rank HMMs and PCFGs Aaron Courville Wei Liu Kewei Tu 70 8 0 01 May 2022
Transformer Grammars: Augmenting Transformer Language Models with Syntactic Inductive Biases at Scale Laurent Sartran Samuel Barrett A. Kuncoro Milovs Stanojević Phil Blunsom Chris Dyer 64 50 0 01 Mar 2022
Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions Mathias Niepert Pasquale Minervini Luca Franceschi 57 85 0 03 Jun 2021
Latent Template Induction with Gumbel-CRFs Yao Fu Chuanqi Tan Bin Bi Mosha Chen Yansong Feng Alexander M. Rush BDL 22 12 0 29 Nov 2020
Composable Effects for Flexible and Accelerated Probabilistic Programming in NumPyro Du Phan Neeraj Pradhan M. Jankowiak 56 358 0 24 Dec 2019
Temporal Parallelization of Bayesian Smoothers Simo Särkkä Á. F. García-Fernández 152 41 0 30 May 2019
Cooperative Learning of Disjoint Syntax and Semantics Serhii Havrylov Germán Kruszewski Armand Joulin 45 48 0 25 Feb 2019
AMR Parsing as Graph Prediction with Latent Alignment Chunchuan Lyu Ivan Titov GNN BDL 40 127 0 14 May 2018
TensorFlow Distributions Joshua V. Dillon I. Langmore Dustin Tran E. Brevdo Srinivas Vasudevan David A. Moore Brian Patton Alexander A. Alemi Matt Hoffman Rif A. Saurous GP 96 351 0 28 Nov 2017
A Minimal Span-Based Neural Constituency Parser Mitchell Stern Jacob Andreas Dan Klein 66 198 0 10 May 2017
Soft-DTW: a Differentiable Loss Function for Time-Series Marco Cuturi Mathieu Blondel AI4TS 167 623 0 05 Mar 2017
Predicting Target Language CCG Supertags Improves Neural Machine Translation Maria Nadejde Siva Reddy Rico Sennrich Tomasz Dwojak Marcin Junczys-Dowmunt Philipp Koehn Alexandra Birch 65 81 0 03 Feb 2017
Structured Attention Networks Yoon Kim Carl Denton Luong Hoang Alexander M. Rush 106 463 0 03 Feb 2017
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF Xuezhe Ma Eduard H. Hovy 90 2,651 0 04 Mar 2016
Recurrent Neural Network Grammars Chris Dyer A. Kuncoro Miguel Ballesteros Noah A. Smith GNN 87 526 0 25 Feb 2016