conftrace_

probabilistic context-free grammar

41 papers

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Also known as

PCFG

Co-occurring keywords

grammar induction (72) constituency parsing (160) syntactic parsing (385) syntactic structure (181) tensor decomposition (375) unsupervised parsing (43) unsupervised learning (3264) inside-outside algorithm (6) latent variable (541) hidden markov model (302)

Papers

Visually Grounded Compound PCFGs EMNLP 2020
Top-Down Structurally-Constrained Neural Response Generation with Lexicalized Probabilistic Context-Free Grammar NAACL 2019
Compound Probabilistic Context-Free Grammars for Grammar Induction ACL 2019
Modeling Hierarchical Syntactic Structures in Morphological Processing NAACL 2019
Variance of Average Surprisal: A Better Predictor for Quality of Grammar from Unsupervised PCFG Induction ACL 2019
Depth-bounding is effective: Improvements and evaluation of unsupervised PCFG induction EMNLP 2018
Incremental Computation of Infix Probabilities for Probabilistic Finite Automata EMNLP 2018
K-best Iterative Viterbi Parsing EACL 2017
A Unified Framework for Structured Prediction: From Theory to Practice EMNLP 2017
Grammar induction from (lots of) words alone COLING 2016
Low-Rank Approximation of Weighted Tree Automata AISTATS 2016
Spectral Learning of Latent-Variable PCFGs: Algorithms and Sample Complexity JMLR 2014
PCFG Induction for Unsupervised Parsing and Language Modelling EMNLP 2014
Tensor Decomposition for Fast Parsing with Latent-Variable PCFGs NIPS 2012
Synergies in learning words and their referents NIPS 2010
Adaptor Grammars: A Framework for Specifying Compositional Nonparametric Bayesian Models NIPS 2006