The Dark Side of the Language: Syntax-Based Neural Networks Rivaling Transformers in Definitely Unseen Sentences.
Dario OnoratiLeonardo RanaldiAria NourbakhshArianna PatriziElena Sofia RuzzettiMichele MastromatteiFrancesca FallucchiFabio Massimo ZanzottoPublished in: WI/IAT (2023)
Keyphrases
- natural language
- neural network
- phrase structure
- definition language
- operational semantics
- semantic constraints
- intended meaning
- language processing
- precisely defined
- programming language
- syntactic analysis
- pattern recognition
- target language
- source language
- previously unseen
- linguistic knowledge
- language learning
- natural language processing
- artificial neural networks
- semantic representations
- genetic algorithm
- machine translation system
- neural network model
- context free
- predicate calculus
- linguistic analysis
- machine translation
- text generation
- syntactic parsing
- probabilistic context free grammars
- computational linguistics
- conceptual graphs
- constraint language
- formal languages
- self organizing maps
- high level