Grammar-based grounded lexicon learning
WebFeb 17, 2024 · We present Grammar-Based Grounded Lexicon Learning (G2L2), a lexicalist approach toward learning a compositional and grounded meaning … WebApr 26, 2024 · Our model builds an object-based scene representation and translates sentences into executable, symbolic programs. To bridge the learning of two modules, …
Grammar-based grounded lexicon learning
Did you know?
WebarXiv.org e-Print archive WebWe present Grammar-Based Grounded Lexicon Learning (G2L2), a lexicalist approach toward learning a compositional and grounded meaning representation of language from grounded data, such as paired ...
WebGrammar-Based Grounded Lexicon Learning. Proceedings of NeurIPS 2024 . [ PDF BibTeX] Leila Wehbe, Idan Asher Blank, Cory Shain, Richard Futrell, Roger Levy, Titus von der Malsburg, Nathaniel Smith, Edward Gibson and Evelina Fedorenko. 2024. WebGiven an input sentence, G2L2 first looks up the lexicon entries associated with each token. It then derives the meaning of the sentence as an executable neuro-symbolic program by composing lexical meanings based on syntax. The recovered meaning programs can be executed on grounded inputs.
WebAbstract: We present Grammar-Based Grounded Language Learning (G2L2), a lexicalist approach toward learning a compositional and grounded meaning representation of language from grounded data, such as paired images and texts. At the core of G2L2 is a collection of lexicon entries, which map each word to a tuple of a syntactic type and a … WebWe present Grammar-Based Grounded Language Learning (G2L2), a lexicalist approach toward learning a compositional and grounded meaning representation of language …
WebFeb 17, 2024 · We present Grammar-Based Grounded Lexicon Learning (G2L2), a lexicalist approach toward learning a compositional and grounded meaning …
WebTable 1: Accuracy on the CLEVR dataset. Our model achieves a comparable results with state-ofthe-art approaches on the standard training-testing split. It significantly outperforms all baselines on generalization to novel word compositions and to sentences with deeper structures. The best number in each column is bolded. The second column indicates … northfield facility spring hill tnWebMay 21, 2024 · Abstract: We present Grammar-Based Grounded Language Learning (G2L2), a lexicalist approach toward learning a compositional and grounded meaning … northfield factoryWebFeb 17, 2024 · We present Grammar-Based Grounded Lexicon Learning (G2L2), a lexicalist approach toward learning a compositional and grounded meaning … northfield falls vt newsWebWe present Grammar-Based Grounded Language Learning (G2L2), a lexicalist approach toward learning a compositional and grounded meaning representation of … how to save yahoo email filesWebgrounded on visually shiny objects in images (Fig.1c). This representation supports the interpretation of novel sentences in a novel visual context (Fig.1d). In this paper, we … how to save yahoo email as attachmentWebAbstract: We present Grammar-Based Grounded Lexicon Learning (G2L2), a lexicalist approach toward learning a compositional and grounded meaning representation of … northfield family accessWebConstruction Grammar Generative Lexicon References European and American Structuralism Lexicon is not seen as a separate component of grammar because grammar and lexicon can be functionally equivalent: the same linguistic distinction may be encoded grammatically or lexically (Saussure) 1 spros-i-t’P / spra s-iva-t’I ‘ask’ northfield falls vt map