Collapsed variational inference for computational linguistics

Collapsed variational inference for computational linguistics

<p>Bayesian modelling is a natural fit for tasks in computational linguistics, since it can provide interpretable structures, useful prior controls, and coherent management of uncertainty. However, exact Bayesian inference is intractable for many models of practical interest. Developing bot...

Fuld beskrivelse

Bibliografiske detaljer
Hovedforfatter:	Wang, P
Andre forfattere:	Blunsom, P
Format:	Thesis
Udgivet:	2016

Lignende værker

Collapsed Variational Bayesian Inference for PCFGs
af: Wang, P, et al.
Udgivet: (2013)

Collapsed variational inference for HDP
af: Teh, Y, et al.
Udgivet: (2009)

Stochastic collapsed variational inference for sequential data
af: Wang, P, et al.
Udgivet: (2015)

Collapsed Variational Bayesian Inference for Hidden Markov Models
af: Wang, P, et al.
Udgivet: (2013)

Stochastic collapsed variational inference for hidden Markov models
af: Wang, P, et al.
Udgivet: (2015)

Collapsed Variational Bayesian Inference for Hidden Markov Models
af: Wang, P, et al.
Udgivet: (2013)

Hybrid variational/Gibbs collapsed inference in topic models
af: Welling, M, et al.
Udgivet: (2008)

Inferring the nature of linguistic computations in the brain.
af: Sanne Ten Oever, et al.
Udgivet: (2022-07-01)

Computational affordances, context collapses and other challenges to linguistic studies
af: Vinícius Vargas Vieira dos Santos
Udgivet: (2020-04-01)

A collapsed variational Bayesian inference algorithm for latent Dirichlet allocation
af: Teh, Y, et al.
Udgivet: (2007)

Distributed inference : combining variational inference with distributed computing
af: Calabrese, Chris, M. Eng. Massachusetts Institute of Technology
Udgivet: (2014)

Corpora for computational linguistics Corpora for computational linguistics
af: Constantin Orasan, et al.
Udgivet: (2008-10-01)

LINGUISTIC VARIATION AND TEACHING: LINGUISTIC BELIEFS AND ATTITUDES
af: Elyne Giselle de Santana Lima Aguiar Vitório
Udgivet: (2017-12-01)

Variation in Linguistic Characteristics Between the Types of Computer-Mediated Academic Discourse
af: Nataļja Cigankova
Udgivet: (2012-10-01)

Computational modeling of asthmatic airway collapse
af: Hrousis, Constantine Athanasios, 1970-
Udgivet: (2006)

Quantum Collapse and Computation in an Everett Multiverse
af: Fabrizio Tamburini, et al.
Udgivet: (2024-12-01)

Tools for linguistic variation
af: Gotzon Aurrekoetxea, et al.
Udgivet: (2010-02-01)

Computational Linguistics: What About the Linguistics?
af: Karen Spärck Jones
Udgivet: (2021-03-01)

Geometric Variational Inference
af: Philipp Frank, et al.
Udgivet: (2021-07-01)

Variational Generative Adversarial Networks for Preventing Mode Collapse
af: Mehdi Jamaseb Khollari, et al.
Udgivet: (2022-09-01)

Device Variation Effects on Neural Network Inference Accuracy in Analog In‐Memory Computing Systems
af: Qiwen Wang, et al.
Udgivet: (2022-08-01)

Beyond: collapsible tools and gestures for computational design
af: Lee, Jinha, et al.
Udgivet: (2013)

Inferences on the evolution of the ascorbic acid synthesis pathway in insects using Phylogenetic Tree Collapser (PTC), a tool for the automated collapsing of phylogenetic trees using taxonomic information
af: Glez-Peña Daniel, et al.
Udgivet: (2024-07-01)

Regula et sententia convertuntur: on classified inferences in linguistic understanding
af: Pirmin Stekeler-Weithofer
Udgivet: (2013-07-01)

Regula et sententia convertuntur: on classified inferences in linguistic understanding
af: Pirmin Stekeler-Weithofer
Udgivet: (2013-07-01)

Linguistics in the digital humanities: (computational) corpus linguistics
af: Kim Ebensgaard Jensen
Udgivet: (2014-11-01)

Linguistics in the digital humanities: (computational) corpus linguistics
af: Kim Ebensgaard Jensen
Udgivet: (2014-12-01)

Linguistic theory and computer applications /
af: Whitelock, P.

Linguistic variation and variety in the classroom
Udgivet: (2024-07-01)

Introduction to computational linguistic /
af: 310794 Hays, David G.
Udgivet: (1967)

What is computational linguistics?
Udgivet: (2022-10-01)

Computation Linguistics Seminar
af: N L Chulkina
Udgivet: (2013-12-01)

To the question of computational linguistics
af: I I Kobilskaia
Udgivet: (2009-06-01)

Dictionary of Computer Science & Computational Linguistics /
af: 508693 Al-Zuhairy, Neil
Udgivet: (2003)

Probabilistic Programming with Programmable Variational Inference
af: Becker, McCoy R., et al.
Udgivet: (2024)

Distributed computation and inference
af: Ramnarayan, Govind.
Udgivet: (2020)

Cross-linguistic variation in the expression of ignorance
af: Eric Mathieu, et al.
Udgivet: (2024-09-01)

Linguistic variations among the dialects of Shekgalagari
af: Kemmonye Collete Monaka
Udgivet: (2023-12-01)

An interview on linguistic variation with Josep Quer
af: Josep Quer
Udgivet: (2019-03-01)

Linguistic Synesthesia in Korean: Universality and Variation
af: Charmhun Jo
Udgivet: (2022-08-01)