Search Results for author: Attapol Rutherford

Found 11 papers, 3 papers with code

More Than Words: Collocation Retokenization for Latent Dirichlet Allocation Models

no code implementations Findings (ACL) 2022 Jin Cheevaprawatdomrong, Alexandra Schofield, Attapol Rutherford

Traditionally, Latent Dirichlet Allocation (LDA) ingests words in a collection of documents to discover their latent topics using word-document co-occurrences.

Syllable-based Neural Thai Word Segmentation

no code implementations COLING 2020 Pattarawat Chormai, Ponrawee Prasertsom, Jin Cheevaprawatdomrong, Attapol Rutherford

Word segmentation is a challenging pre-processing step for Thai Natural Language Processing due to the lack of explicit word boundaries. The previous systems rely on powerful neural network architecture alone and ignore linguistic substructures of Thai words.

Segmentation Thai Word Segmentation

Written on Leaves or in Stones?: Computational Evidence for the Era of Authorship of Old Thai Prose

no code implementations WS 2019 Attapol Rutherford, Santhawat Thanyawong

We aim to provide computational evidence for the era of authorship of two important old Thai texts: Traiphumikatha and Pumratchatham.

A Systematic Study of Neural Discourse Models for Implicit Discourse Relation

no code implementations EACL 2017 Attapol Rutherford, Vera Demberg, Nianwen Xue

Here, we propose neural network models that are based on feedforward and long-short term memory architecture and systematically study the effects of varying structures.

Discourse Parsing Relation

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