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Gia H. Ngo

12 papers hereh-index 9566 citations30 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author7
  • last author1

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.CL3
  • q-bio.NC3
  • cs.CV2

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedHierarchical Character Embeddings: Learning Phonological and Semantic Representations in Languages of Logographic Origin using Recursive Neural Networks

22 citations · 52 across the 11 of their papers we have counts for

collaborators
Showing cs.CLShow all

3 papers · 1 filter

cs.CL2020

Domain-shift Conditioning using Adaptable Filtering via Hierarchical Embeddings for Robust Chinese Spell Check

Minh Nguyen, Gia H. Ngo, Nancy F. Chen

Spell check is a useful application which processes noisy human-generated text. Spell check for Chinese poses unresolved problems due to the large number of characters, the sparse…

cs.CL2019★ 22 cited

Hierarchical Character Embeddings: Learning Phonological and Semantic Representations in Languages of Logographic Origin using Recursive Neural Networks

Minh Nguyen, Gia H. Ngo, Nancy F. Chen

Logographs (Chinese characters) have recursive structures (i.e. hierarchies of sub-units in logographs) that contain phonological and semantic information, as developmental psychol…

cs.CL2018★ 11 cited

Phonology-Augmented Statistical Framework for Machine Transliteration using Limited Linguistic Resources

Gia H. Ngo, Minh Nguyen, Nancy F. Chen

Transliteration converts words in a source language (e.g., English) into words in a target language (e.g., Vietnamese). This conversion considers the phonological structure of the…

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