🧑‍🔬 AiTi Aw

🏛️ Affiliations

🔬Institute for Infocomm ResearchSingapore · Singapore2006–2026 · 76 paperscurrent🏛️Agency for Science, Technology and ResearchSingapore · Singapore2008–2026 · 50 paperscurrent🔬Institute of Advanced Intelligence and ComputingSingapore · Singapore2026 · 2 paperscurrent🎓National University of SingaporeSingapore · Singapore2008–2019 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 more institutions on single bylines are not listed.

🧭 Concepts, shelves and topics

Of its works in our library: the number of works on each and its rating among them.

📅 Works by year

2020s

2000s

📄 Papers

The most cited first (OpenAlex and our library).

1. A Phrase-Based Statistical Model for SMS Text Normalization (2006 · 356 citations)
   SMS messages are full of ad-hoc short-forms, phonetic spellings, dropped words and missing punctuation, so off-the-shelf machine translation handles them poorly.
2. SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning (2024 · 85 citations)
   SeaEval is a benchmark for multilingual foundation models. It addresses gaps that monolingual and bilingual test suites leave open, namely cultural comprehension and whether a model's knowledge stays the same across languages. The benchmark covers four capability areas: classic NLP tasks, complex reasoning, cultural…
3. AudioBench: A Universal Benchmark for Audio Large Language Models (2025 · 75 citations)
   Audio Large Language Models (AudioLLMs) have been hard to compare because each one is reported on its own set of datasets. For example, Qwen-Audio-Chat and SALMONN share only two of their evaluation sets. AudioBench addresses this with a unified, open-source benchmark built around three abilities:

All works

13 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them.

1. A Phrase-Based Statistical Model for SMS Text NormalizationAnnual Meeting of the Association for Computational Linguistics (ACL)AiTi Aw, Min Zhang, Juan Xiao, et al.2006 · 356 citations
2. A Tree Sequence Alignment-based Tree-to-Tree Translation ModelProceedings of ACL-08: HLT · original ↗ · no summary yetMin Zhang et al.2008 · 172 citations
3. SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural ReasoningConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Bin Wang, Zhengyuan Liu, Xin Huang, et al.2024 · 85 citations
4. AudioBench: A Universal Benchmark for Audio Large Language ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Bin Wang, Xunlong Zou, Geyu Lin, et al.2025 · 75 citations
5. A tree-to-tree alignment-based model for statistical machine translationProceedings of Machine Translation Summit XI: Papers · original ↗ · no summary yetMin Zhang et al.2007 · 70 citations
6. Forest-based Tree Sequence to String Translation ModelProceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP · original ↗ · no summary yetHui Zhang et al.2009 · 50 citations
7. A Syntax-Driven Bracketing Model for Phrase-Based TranslationProceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP · original ↗ · no summary yetDeyi Xiong et al.2009 · 36 citations
8. Singlish Message Paraphrasing: A Joint Task of Creole Translation and Text NormalizationProceedings of the 29th International Conference on Computational Linguistics · original ↗ · no summary yetZhengyuan Liu et al.2022 · 16 citations
9. Revisit Automatic Error Detection for Wrong and Missing Translation – A Supervised ApproachProceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · original ↗ · no summary yetWenqiang Lei et al.2019 · 11 citations
10. Advancing Singlish Understanding: Bridging the Gap with Datasets and Multimodal ModelsarXiv:2501.01034 · original ↗ · no summary yetBin Wang et al.2025 · 7 citations
11. MERaLiON-GR: Speech Gender Recognition Model for English and SEA LanguagesarXiv:2608.04433 · original ↗ · no summary yetQiongqiong Wang et al.2026
12. MERaLiON-SER: Robust Speech Emotion Recognition Model for English and SEA LanguagesarXiv:2511.04914 · original ↗ · no summary yetHardik B. Sailor et al.2025
13. A Benchmark for Translations Across Styles and Language VariantsFindings of the Association for Computational Linguistics: EMNLP 2025 · original ↗ · no summary yetXin Tan, Bowei Zou, AiTi Aw2025

🤝 Co-authors here

6 co-authors with a page, the most papers together first.

• Bin Wang ×2
• Nancy Chen ×2
• Zhengyuan Liu ×2
• Jian Su
• Min Zhang
• Shuo Sun

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) ×2: NAACL 2025, NAACL 2024
• Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP ×2
• Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2006
• Findings of the Association for Computational Linguistics: EMNLP 2025
• Proceedings of ACL-08: HLT
• Proceedings of Machine Translation Summit XI: Papers
• Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
• Proceedings of the 29th International Conference on Computational Linguistics

🔗 Cited by

Papers of our library cite their works 344 times (of the 141,840 papers whose bibliographies we read); 15 citing papers with a page here →.

Updated 24 October 2026

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