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Parts-of-speech tagging of Nepali texts with Bidirectional LSTM, Conditional Random Fields and HMM
A Pradhan, A Yajnik - Multimedia Tools and Applications, 2024 - Springer
Abstract Parts-of-Speech (POS) Tagging is one of the fundamental and pre-processing steps
for Natural Language Processing (NLP) tasks such as Text Summarization, Name Entity …
for Natural Language Processing (NLP) tasks such as Text Summarization, Name Entity …
A review of Thai–English machine translation
S Lyons - Machine Translation, 2020 - Springer
The improvement of machine translation (MT) for languages such as Thai requires access to
knowledge reported in past and current research. With the distinctive features of several …
knowledge reported in past and current research. With the distinctive features of several …
Automatized educational chatbot using deep neural network
Most of the time, students must visit universities or web pages to collect various information
eg semester schedule, grade, curriculum, advisor info, etc. This process is time consuming …
eg semester schedule, grade, curriculum, advisor info, etc. This process is time consuming …
Thai Word Segmentation with a Brain‐Inspired Sparse Distributed Representations Learning Memory
T Soisoonthorn, H Unger… - Computational …, 2023 - Wiley Online Library
Word segmentation is necessary for many natural language processing, especially Thai
language, that is, unsegmented words. However, wrong segmentation causes terrible …
language, that is, unsegmented words. However, wrong segmentation causes terrible …
ThaiLMCut: Unsupervised pretraining for Thai word segmentation
We propose ThaiLMCut, a semi-supervised approach for Thai word segmentation which
utilizes a bi-directional character language model (LM) as a way to leverage useful linguistic …
utilizes a bi-directional character language model (LM) as a way to leverage useful linguistic …
[PDF][PDF] Anaphora resolution in thai edu segmentation
Human knowledge is mostly in the form of unstructured text. Text can be transcribed into
various languages such as the Thai language. To extract knowledge from Thai text, natural …
various languages such as the Thai language. To extract knowledge from Thai text, natural …
Multi-candidate word segmentation using bi-directional LSTM neural networks
T Lapjaturapit, K Viriyayudhakom… - … on Information and …, 2018 - ieeexplore.ieee.org
Most existing word segmentation methods output one single segmentation solution. This
paper provides an analysis of word segmentation performance when more than one …
paper provides an analysis of word segmentation performance when more than one …
Isarn Dialect word segmentation using bi-directional gated recurrent unit with transfer learning approach
S Aim-Nang, P Seresangtakul… - 2022 26th International …, 2022 - ieeexplore.ieee.org
This paper presents an Isarn dialect word segmentation based on a recurrent neural
network. In this study, the Isarn text written in Thai script is taken as input. We explored the …
network. In this study, the Isarn text written in Thai script is taken as input. We explored the …
Word similarity datasets for Thai: Construction and evaluation
Distributional semantics in the form of word embeddings are an essential ingredient to many
modern natural language processing systems. The quantification of semantic similarity …
modern natural language processing systems. The quantification of semantic similarity …
[PDF][PDF] An auto-associative memory with learning and oblivion
T Soisoonthorn - 2024 - ub-deposit.fernuni-hagen.de
As Homo sapiens, our intelligence distinguishes us from all other animals. For thousands of
years, we have tried to understand how we think and do complicate things. Our intention is …
years, we have tried to understand how we think and do complicate things. Our intention is …