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nlp:cfgs_and_scfgs [2021/11/20 00:23] – [Recent Applications] jmflanignlp:cfgs_and_scfgs [2023/06/15 07:36] (current) – external edit 127.0.0.1
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 ====== CFGs and SCFGs ====== ====== CFGs and SCFGs ======
 +
 +===== Algorithms =====
 +  * Intersecting a CFG with a regular language
 +    * [[https://aclanthology.org/W11-4408.pdf|Hanneforth 2011 - A Practical Algorithm for Intersecting Weighted Context-free Grammars with Finite-State Automata]]
 +    * Common to use the Bar-Hillel construction, see [[https://www.cis.uni-muenchen.de/~fraser/2011_seminar/syntax_lecture1.pdf|here]]
  
 ===== Recent Applications ===== ===== Recent Applications =====
   * [[https://aclanthology.org/2021.acl-long.75.pdf|Shaw et al 2021 - Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both?]]. Uses NQG (Neural Quasi-Synchronous Grammar)   * [[https://aclanthology.org/2021.acl-long.75.pdf|Shaw et al 2021 - Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both?]]. Uses NQG (Neural Quasi-Synchronous Grammar)
   * [[https://aclanthology.org/2021.emnlp-main.608.pdf|Shin et al 2021 - Constrained Language Models Yield Few-Shot Semantic Parsers]] Uses an SCFG to define a controlled language   * [[https://aclanthology.org/2021.emnlp-main.608.pdf|Shin et al 2021 - Constrained Language Models Yield Few-Shot Semantic Parsers]] Uses an SCFG to define a controlled language
 +  * [[https://arxiv.org/pdf/2009.13845.pdf|Yu et al 2020 - GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing]]
 +  * [[https://arxiv.org/pdf/2105.15021.pdf|Yang et al 2021 - Neural Bi-Lexicalized PCFG Induction]]
 +  * [[https://aclanthology.org/2022.naacl-main.86.pdf|Yu et al 2022 - Unsupervised Slot Schema Induction for Task-oriented Dialog]]
nlp/cfgs_and_scfgs.1637367783.txt.gz · Last modified: 2023/06/15 07:36 (external edit)

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