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

Towards a theory of how the structure of language is acquired by deep neural networks NIPS 2024
einspace: Searching for Neural Architectures from Fundamental Operations NIPS 2024
A Generative Model for Lambek Categorial Sequents COLING 2024
Using Artificial French Data to Understand the Emergence of Gender Bias in Transformer Language Models EMNLP 2023
On the Transferability of Visually Grounded PCFGs EMNLP 2023
Non-autoregressive Machine Translation with Probabilistic Context-free Grammar NIPS 2023
Categorial grammar induction from raw data ACL 2023
A Fast Algorithm for Computing Prefix Probabilities ACL 2023
Do Transformers Parse while Predicting the Masked Word? EMNLP 2023
Program Synthesis for Complex QA on Charts via Probabilistic Grammar Based Filtered Iterative Back-Translation EACL 2023
Simple Hardware-Efficient PCFGs with Independent Left and Right Productions EMNLP 2023
Dynamic Programming in Rank Space: Scaling Structured Inference with Low-Rank HMMs and PCFGs NAACL 2022
ALP: Data Augmentation Using Lexicalized PCFGs for Few-Shot Text Classification AAAI 2022
Learning of Structurally Unambiguous Probabilistic Grammars AAAI 2021
The Limitations of Limited Context for Constituency Parsing ACL 2021
Low-Rank Constraints for Fast Inference in Structured Models NIPS 2021
Recursive Bayesian Networks: Generalising and Unifying Probabilistic Context-Free Grammars and Dynamic Bayesian Networks NIPS 2021
PCFGs Can Do Better: Inducing Probabilistic Context-Free Grammars with Many Symbols NAACL 2021
Identifying Norms from Observation Using MCMC Sampling IJCAI 2021
Reanalyzing the Most Probable Sentence Problem: A Case Study in Explicating the Role of Entropy in Algorithmic Complexity EACL 2021
Neural Bi-Lexicalized PCFG Induction ACL 2021
Character-based PCFG Induction for Modeling the Syntactic Acquisition of Morphologically Rich Languages EMNLP 2021
Grounded PCFG Induction with Images AACL 2020
Encodings of Source Syntax: Similarities in NMT Representations Across Target Languages ACL 2020
Advances in Using Grammars with Latent Annotations for Discontinuous Parsing ACL 2020