Torch-Struct: Deep Structured Prediction Library

3 February 2020

Papers citing "Torch-Struct: Deep Structured Prediction Library"

22 / 22 papers shown

Title
Filtered Semi-Markov CRF Urchade Zaratiana Nadi Tomeh Niama El Khbir Pierre Holat Thierry Charnois 47 0 0 29 Nov 2023
SynJax: Structured Probability Distributions for JAX Miloš Stanojević Laurent Sartran SyDa 13 4 0 07 Aug 2023
Multilingual Multiword Expression Identification Using Lateral Inhibition and Domain Adaptation Andrei-Marius Avram V. Mititelu V. Pais Dumitru-Clementin Cercel Stefan Trausan-Matu 43 3 0 17 Jun 2023
Modified Gauss-Newton Algorithms under Noise Krishna Pillutla Vincent Roulet Sham Kakade Zaïd Harchaoui 29 3 0 18 May 2023
Finding Dataset Shortcuts with Grammar Induction Dan Friedman Alexander Wettig Danqi Chen 27 14 0 20 Oct 2022
Model Criticism for Long-Form Text Generation Yuntian Deng Volodymyr Kuleshov Alexander M. Rush 41 19 0 16 Oct 2022
Unbiased and Efficient Sampling of Dependency Trees Milovs Stanojević 25 3 0 25 May 2022
Dynamic Programming in Rank Space: Scaling Structured Inference with Low-Rank HMMs and PCFGs Aaron Courville Wei Liu Kewei Tu 21 8 0 01 May 2022
Nested Named Entity Recognition as Latent Lexicalized Constituency Parsing Chao Lou Aaron Courville Kewei Tu 30 37 0 09 Mar 2022
Scaling Structured Inference with Randomization Yao Fu John P. Cunningham Mirella Lapata BDL 32 2 0 07 Dec 2021
GenNI: Human-AI Collaboration for Data-Backed Text Generation Hendrik Strobelt J. Kinley Robert Krueger Johanna Beyer Hanspeter Pfister Alexander M. Rush 23 23 0 19 Oct 2021
Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures Inside Arguments Yu Zhang Qingrong Xia Shilin Zhou Yong-jia Jiang Guohong Fu Min Zhang 43 27 0 13 Oct 2021
Unsupervised Cross-Lingual Transfer of Structured Predictors without Source Data Kemal Kurniawan Lea Frermann P. Schulz Trevor Cohn 32 0 0 08 Oct 2021
Searching for More Efficient Dynamic Programs Tim Vieira Ryan Cotterell Jason Eisner 26 3 0 14 Sep 2021
Sequence-to-Sequence Learning with Latent Neural Grammars Yoon Kim 33 40 0 02 Sep 2021
Headed-Span-Based Projective Dependency Parsing Aaron Courville Kewei Tu 26 14 0 10 Aug 2021
PCFGs Can Do Better: Inducing Probabilistic Context-Free Grammars with Many Symbols Aaron Courville Yanpeng Zhao Kewei Tu 23 22 0 28 Apr 2021
DeepCPCFG: Deep Learning and Context Free Grammars for End-to-End Information Extraction Freddy Chongtat Chua Nigel P. Duffy 45 7 0 10 Mar 2021
Nested Named Entity Recognition with Partially-Observed TreeCRFs Yao Fu Chuanqi Tan Mosha Chen Songfang Huang Fei Huang 70 48 0 15 Dec 2020
Gradient Estimation with Stochastic Softmax Tricks Max B. Paulus Dami Choi Daniel Tarlow Andreas Krause Chris J. Maddison BDL 36 85 0 15 Jun 2020
Temporal Parallelization of Bayesian Smoothers Simo Särkkä Á. F. García-Fernández 133 39 0 30 May 2019
NCRF++: An Open-source Neural Sequence Labeling Toolkit Jie Yang Yue Zhang 58 188 0 14 Jun 2018