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Singlish, or Colloquial Singapore English, is a language formed from oral and social communication within multicultural Singapore. In this work, we work on a fundamental Natural Language Processing (NLP) task: Parts-Of-Speech (POS) tagging…

Computation and Language · Computer Science 2024-11-11 Luo Qi Chan , Lynnette Hui Xian Ng

Translation of code-mixed texts to formal English allow a wider audience to understand these code-mixed languages, and facilitate downstream analysis applications such as sentiment analysis. In this work, we look at translating Singlish,…

Computation and Language · Computer Science 2024-11-11 Lynnette Hui Xian Ng , Luo Qi Chan

Discourse particles, such as \textit{well} and \textit{kind of}, are crucial components that enable LLMs to ``speak'' more like humans. They are used to convey emotions, intentions, and interpersonal meanings. However, existing studies have…

Computation and Language · Computer Science 2026-05-28 Mariah Al Giptiah Binte Yusoff , Jakin Tan , Bocheng Chen , Guangliang Liu , Xi Chen

Singlish, a Creole language rooted in English, is a key focus in linguistic research within multilingual and multicultural contexts. However, its spoken form remains underexplored, limiting insights into its linguistic structure and…

Computation and Language · Computer Science 2025-01-14 Bin Wang , Xunlong Zou , Shuo Sun , Wenyu Zhang , Yingxu He , Zhuohan Liu , Chengwei Wei , Nancy F. Chen , AiTi Aw

Singlish can be interesting to the ACL community both linguistically as a major creole based on English, and computationally for information extraction and sentiment analysis of regional social media. We investigate dependency parsing of…

Computation and Language · Computer Science 2017-05-19 Hongmin Wang , Yue Zhang , GuangYong Leonard Chan , Jie Yang , Hai Leong Chieu

Singlish is a creole rooted in Singapore's multilingual environment that continues to evolve alongside social and technological change. We examine diachronic stylistic change across a decade of informal digital messages and ask whether…

Computation and Language · Computer Science 2026-05-27 Linus Tze En Foo , Weihan Angela Ng , Wenkai Li , Lynnette Hui Xian Ng

In [4], the authors present the DisCoCirc (Distributed Compositional Circuits) formalism for the English language, a grammar-based framework derived from the production rules that incorporates circuit-like representations in order to give a…

Computation and Language · Computer Science 2025-11-13 Nazmoon Falgunee Moon

Code-switching in contact varieties like Singaporean English (Singlish) challenges natural language generation due to limited parallel data and rapid lexical evolution. We propose a retrieval-augmented generation (RAG) framework that…

Human-Computer Interaction · Computer Science 2026-05-11 Foong Ming Lai , Yujin Tan , Han Meng , Yi-Chieh Lee

Machine Transliteration provides the ability to transliterate a basic language into different languages in a computational way. Transliteration is an important technical process that has caught the attention most recently. The Sinhala…

Computation and Language · Computer Science 2024-04-23 Maneesha U. Athukorala , Deshan K. Sumanathilaka

Discourse particles are crucial elements that subtly shape the meaning of text. These words, often polyfunctional, give rise to nuanced and often quite disparate semantic/discourse effects, as exemplified by the diverse uses of the particle…

Computation and Language · Computer Science 2025-06-06 William Sheffield , Kanishka Misra , Valentina Pyatkin , Ashwini Deo , Kyle Mahowald , Junyi Jessy Li

Sinhala is the native language of the Sinhalese people who make up the largest ethnic group of Sri Lanka. The language belongs to the globe-spanning language tree, Indo-European. However, due to poverty in both linguistic and economic…

Computation and Language · Computer Science 2026-01-13 Nisansa de Silva

We propose a novel approach to translating from a morphologically complex language. Unlike previous research, which has targeted word inflections and concatenations, we focus on the pairwise relationship between morphologically related…

Computation and Language · Computer Science 2021-09-29 Preslav Nakov , Hwee Tou Ng

Recently, semantic role labeling (SRL) has earned a series of success with even higher performance improvements, which can be mainly attributed to syntactic integration and enhanced word representation. However, most of these efforts focus…

Computation and Language · Computer Science 2019-09-11 Shexia He , Zuchao Li , Hai Zhao

While language competition models of diachronic language shift are increasingly sophisticated, drawing on sociolinguistic components like variable language prestige, distance from language centers and intermediate bilingual transitionary…

Computation and Language · Computer Science 2016-01-12 Rana D. Parshad , Vineeta Chand , Neha Sinha , Nitu Kumari

We present a novel one-shot talking head synthesis method that achieves disentangled and fine-grained control over lip motion, eye gaze&blink, head pose, and emotional expression. We represent different motions via disentangled latent…

Computer Vision and Pattern Recognition · Computer Science 2022-11-29 Duomin Wang , Yu Deng , Zixin Yin , Heung-Yeung Shum , Baoyuan Wang

Perspective differences exist among different cultures or languages. A lack of mutual understanding among different groups about their perspectives on specific values or events may lead to uninformed decisions or biased opinions.…

Computation and Language · Computer Science 2021-04-14 Yufei Tian , Tuhin Chakrabarty , Fred Morstatter , Nanyun Peng

Dialogue disentanglement aims to detach the chronologically ordered utterances into several independent sessions. Conversation utterances are essentially organized and described by the underlying discourse, and thus dialogue disentanglement…

Computation and Language · Computer Science 2023-06-13 Bobo Li , Hao Fei , Fei Li , Shengqiong Wu , Lizi Liao , Yinwei Wei , Tat-Seng Chua , Donghong Ji

While conversational semantic role labeling (CSRL) has shown its usefulness on Chinese conversational tasks, it is still under-explored in non-Chinese languages due to the lack of multilingual CSRL annotations for the parser training. To…

Computation and Language · Computer Science 2022-04-12 Han Wu , Haochen Tan , Kun Xu , Shuqi Liu , Lianwei Wu , Linqi Song

Part of Speech (POS) is a very vital topic in Natural Language Processing (NLP) task in any language, which involves analysing the construction of the language, behaviours and the dynamics of the language, the knowledge that could be…

Computation and Language · Computer Science 2015-01-07 A. J. P. M. P. Jayaweera , N. G. J. Dias

Language representations are efficient tools used across NLP applications, but they are strife with encoded societal biases. These biases are studied extensively, but with a primary focus on English language representations and biases…

Computation and Language · Computer Science 2022-05-10 Vijit Malik , Sunipa Dev , Akihiro Nishi , Nanyun Peng , Kai-Wei Chang
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