AiTi Aw

60 papers A* 4A 1B 10C 1Journal 11Unranked 33
YearRankTypeTitle / Venue / Authors
2026 A* conf
AdaMCoT: Rethinking Cross-Lingual Factual Reasoning Through Adaptive Multilingual Chain-of-Thought.
AAAI
Weihua Zheng, Xin Huang, Zhengyuan Liu, Tarun Kumar Vangani, Bowei Zou, Xiyan Tao, Yuhao Wu, AiTi Aw, Nancy F. Chen, Roy Ka-Wei Lee
2025 — conf
A Benchmark for Translations Across Styles and Language Variants.
EMNLP (Findings)
Xin Tan, Bowei Zou, AiTi Aw
2025 J jnl
Advancing Singlish Understanding: Bridging the Gap with Datasets and Multimodal Models.
CoRR
Bin Wang, Xunlong Zou, Shuo Sun, Wenyu Zhang, Yingxu He, Zhuohan Liu, Chengwei Wei, Nancy F. Chen, AiTi Aw
2025 — conf
AudioBench: A Universal Benchmark for Audio Large Language Models.
NAACL (Long Papers)
Bin Wang, Xunlong Zou, Geyu Lin, Shuo Sun, Zhuohan Liu, Wenyu Zhang, Zhengyuan Liu, AiTi Aw, Nancy F. Chen
2025 — conf
Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data.
EMNLP (Findings)
Qiongqiong Wang, Hardik B. Sailor, Tianchi Liu, Wenyu Zhang, Muhammad Huzaifah, Nattadaporn Lertcheva, Shuo Sun, Nancy F. Chen, Jinyang Wu, AiTi Aw
2025 J jnl
Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data.
CoRR
Qiongqiong Wang, Hardik B. Sailor, Tianchi Liu, Wenyu Zhang, Muhammad Huzaifah, Nattadaporn Lertcheva, Shuo Sun, Nancy F. Chen, Jinyang Wu, AiTi Aw
2025 — conf
Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs.
IJCNLP-AACL (long papers)
Wenyu Zhang, Yingxu He, Geyu Lin, Zhuohan Liu, Shuo Sun, Bin Wang, Xunlong Zou, Jeremy H. M. Wong, Qiongqiong Wang, Hardik Bhupendra Sailor, Nancy F. Chen, AiTi Aw
2025 — conf
CCL-XCoT: An Efficient Cross-Lingual Knowledge Transfer Method for Mitigating Hallucination Generation.
EMNLP (Findings)
Weihua Zheng, Roy Ka-Wei Lee, Zhengyuan Liu, Wu Kui, AiTi Aw, Bowei Zou
2025 J jnl
CCL-XCoT: An Efficient Cross-Lingual Knowledge Transfer Method for Mitigating Hallucination Generation.
CoRR
Weihua Zheng, Roy Ka-Wei Lee, Zhengyuan Liu, Kui Wu, AiTi Aw, Bowei Zou
2025 — conf
Enhancing Event-centric News Cluster Summarization via Data Sharpening and Localization Insights.
ACL (1)
Longyin Zhang, Bowei Zou, AiTi Aw
2025 — conf
IFEval-Audio: Benchmarking Instruction-Following Capability in Audio-based Large Language Models.
IJCNLP-AACL (Short Papers)
Yiming Gao, Bin Wang, Chengwei Wei, Shuo Sun, AiTi Aw
2025 J jnl
IFEval-Audio: Benchmarking Instruction-Following Capability in Audio-based Large Language Models.
CoRR
Yiming Gao, Bin Wang, Chengwei Wei, Shuo Sun, AiTi Aw
2025 — conf
MERaLiON-AudioLLM: Advancing Speech and Language Understanding for Singapore.
ACL (3)
Yingxu He, Zhuohan Liu, Geyu Lin, Shuo Sun, Bin Wang, Wenyu Zhang, Xunlong Zou, Nancy F. Chen, AiTi Aw
2025 C conf
MNSC: Advancing Singlish Speech Understanding with Carefully Curated Corpora.
ASRU
Bin Wang, Xunlong Zou, Shuo Sun, Wenyu Zhang, Yingxu He, Zhuohan Liu, Chengwei Wei, Nancy F. Chen, AiTi Aw
2024 — conf
An NLP-Focused Pilot Training Agent for Safe and Efficient Aviation Communication.
NAACL (Industry Track)
Xiaochen Liu, Bowei Zou, AiTi Aw
2024 J jnl
AudioBench: A Universal Benchmark for Audio Large Language Models.
CoRR
Bin Wang, Xunlong Zou, Geyu Lin, Shuo Sun, Zhuohan Liu, Wenyu Zhang, Zhengyuan Liu, AiTi Aw, Nancy F. Chen
2024 — conf
Comprehensive Abstractive Comment Summarization with Dynamic Clustering and Chain of Thought.
ACL (Findings)
Longyin Zhang, Bowei Zou, Jacintha Yi, AiTi Aw
2024 — conf
SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning.
NAACL-HLT
Bin Wang, Zhengyuan Liu, Xin Huang, Fangkai Jiao, Yang Ding, AiTi Aw, Nancy F. Chen
2023 — conf
Leveraging Contrastive Learning and Knowledge Distillation for Incomplete Modality Rumor Detection.
EMNLP (Findings)
Fan Xu, Pinyun Fu, Qi Huang, Bowei Zou, AiTi Aw, Mingwen Wang
2022 — conf
Capturing Conversational Interaction for Question Answering via Global History Reasoning.
NAACL-HLT (Findings)
Jin Qian, Bowei Zou, Mengxing Dong, Xiao Li, AiTi Aw, Yu Hong
2020 — conf
GCDST: A Graph-based and Copy-augmented Multi-domain Dialogue State Tracking.
EMNLP (Findings)
Peng Wu, Bowei Zou, Ridong Jiang, AiTi Aw
2020 B conf
NUT-RC: Noisy User-generated Text-oriented Reading Comprehension.
COLING
Rongtao Huang, Bowei Zou, Yu Hong, Wei Zhang, AiTi Aw, Guodong Zhou
2019 — conf
Negative Focus Detection via Contextual Attention Mechanism.
EMNLP/IJCNLP (1)
Longxiang Shen, Bowei Zou, Yu Hong, Guodong Zhou, Qiaoming Zhu, AiTi Aw
2018 — conf
Named-Entity Tagging and Domain adaptation for Better Customized Translation.
NEWS@ACL
Zhongwei Li, Xuancong Wang, AiTi Aw, Eng Siong Chng, Haizhou Li
2017 — conf
Bilingual word embedding with sentence similarity constraint for machine translation.
IALP
Kui Wu, Xuancong Wang, AiTi Aw
2017 — conf
Dynamic boundary detection for speech translation.
APSIPA
Nina Zhou, Xuancong Wang, AiTi Aw
2016 B conf
A Word Labeling Approach to Thai Sentence Boundary Detection and POS Tagging.
COLING
Nina Zhou, AiTi Aw, Nattadaporn Lertcheva, Xuancong Wang
2016 J jnl
Twitter corpus creation: The case of a Malay Chat-style-text Corpus (MCC).
Digit. Scholarsh. Humanit.
Mohammad Arshi Saloot, Norisma Idris, AiTi Aw, Dirk Thorleuchter
2015 — conf
Joint Chinese word segmentation and punctuation prediction using deep recurrent neural network for social media data.
IALP
Kui Wu, Xuancong Wang, Nina Zhou, AiTi Aw, Haizhou Li
2015 — conf
Toward Tweets Normalization Using Maximum Entropy.
NUT@IJCNLP
Mohammad Arshi Saloot, Norisma Idris, Nor Liyana Mohd Shuib, Ram Gopal Raj, AiTi Aw
2014 — conf
A Rule-Augmented Statistical Phrase-based Translation System.
ACL (System Demonstrations)
Cong Duy Vu Hoang, AiTi Aw, Nhung T. H. Nguyen
2014 B conf
TaLAPi ― A Thai Linguistically Annotated Corpus for Language Processing.
LREC
AiTi Aw, Sharifah Aljunied Mahani, Nattadaporn Lertcheva, Sasiwimon Kalunsima
2010 — conf
EM-based Hybrid Model for Bilingual Terminology Extraction from Comparable Corpora.
COLING (Posters)
Lianhau Lee, AiTi Aw, Min Zhang, Haizhou Li
2010 — conf
I
IWSLT
Xiangyu Duan, Rafael E. Banchs, Jun Lang, Deyi Xiong, AiTi Aw, Min Zhang, Haizhou Li
2010 J jnl
Linguistically Annotated Reordering: Evaluation and Analysis.
Comput. Linguistics
Deyi Xiong, Min Zhang, AiTi Aw, Haizhou Li
2009 — conf
A Comparative Study of Hypothesis Alignment and its Improvement for Machine Translation System Combination.
ACL/IJCNLP
Boxing Chen, Min Zhang, Haizhou Li, AiTi Aw
2009 — conf
A Source Dependency Model for Statistical Machine Translation.
MTSummit
Deyi Xiong, Min Zhang, AiTi Aw, Haizhou Li
2009 — conf
A Syntax-Driven Bracketing Model for Phrase-Based Translation.
ACL/IJCNLP
Deyi Xiong, Min Zhang, AiTi Aw, Haizhou Li
2009 — conf
Efficient Beam Thresholding for Statistical Machine Translation.
MTSummit
Deyi Xiong, Min Zhang, AiTi Aw, Haizhou Li
2009 A conf
Feature-Based Method for Document Alignment in Comparable News Corpora.
EACL
Thuy Vu, AiTi Aw, Min Zhang
2009 — conf
Forest-based Tree Sequence to String Translation Model.
ACL/IJCNLP
Hui Zhang, Min Zhang, Haizhou Li, AiTi Aw, Chew Lim Tan
2009 — conf
MARS: Multilingual Access and Retrieval System with Enhanced Query Translation and Document Retrieval.
ACL/IJCNLP (Software Demonstrations)
Lianhau Lee, AiTi Aw, Thuy Vu, Sharifah Aljunied Mahani, Min Zhang, Haizhou Li
2009 J jnl
Two-Stage Hypotheses Generation for Spoken Language Translation.
ACM Trans. Asian Lang. Inf. Process.
Boxing Chen, Min Zhang, AiTi Aw
2008 — conf
A Linguistically Annotated Reordering Model for BTG-based Statistical Machine Translation.
ACL (2)
Deyi Xiong, Min Zhang, AiTi Aw, Haizhou Li
2008 A* conf
A Tree Sequence Alignment-based Tree-to-Tree Translation Model.
ACL
Min Zhang, Hongfei Jiang, AiTi Aw, Haizhou Li, Chew Lim Tan, Sheng Li
2008 — conf
Exploiting N-best Hypotheses for SMT Self-Enhancement.
ACL (2)
Boxing Chen, Min Zhang, AiTi Aw, Haizhou Li
2008 J jnl
Exploring syntactic structured features over parse trees for relation extraction using kernel methods.
Inf. Process. Manag.
Min Zhang, Guodong Zhou, AiTi Aw
2008 B conf
Fast Computing Grammar-driven Convolution Tree Kernel for Semantic Role Labeling.
IJCNLP
Wanxiang Che, Min Zhang, AiTi Aw, Chew Lim Tan, Ting Liu, Sheng Li
2008 B conf
Grammar Comparison Study for Translational Equivalence Modeling and Statistical Machine Translation.
COLING
Min Zhang, Hongfei Jiang, Haizhou Li, AiTi Aw, Sheng Li
2008 — conf
I
IWSLT
Boxing Chen, Deyi Xiong, Min Zhang, AiTi Aw, Haizhou Li
2008 B conf
Linguistically Annotated BTG for Statistical Machine Translation.
COLING
Deyi Xiong, Min Zhang, AiTi Aw, Haizhou Li
2008 B conf
Name Origin Recognition Using Maximum Entropy Model and Diverse Features.
IJCNLP
Min Zhang, Chengjie Sun, Haizhou Li, AiTi Aw, Chew Lim Tan, Xiaolong Wang
2008 B conf
Refinements in BTG-based Statistical Machine Translation.
IJCNLP
Deyi Xiong, Min Zhang, AiTi Aw, Haitao Mi, Qun Liu, Shouxun Lin
2008 B conf
Regenerating Hypotheses for Statistical Machine Translation.
COLING
Boxing Chen, Min Zhang, AiTi Aw, Haizhou Li
2008 J jnl
Semantic Role Labeling Using a Grammar-Driven Convolution Tree Kernel.
IEEE Trans. Speech Audio Process.
Min Zhang, Wanxiang Che, Guodong Zhou, AiTi Aw, Chew Lim Tan, Ting Liu, Sheng Li
2008 B conf
Term Extraction Through Unithood and Termhood Unification.
IJCNLP
Thuy Vu, AiTi Aw, Min Zhang
2008 — conf
The TALP&I2r SMT systems for IWSLT 2008.
IWSLT
Maxim Khalilov, Marta R. Costa-jussà, Carlos A. Henríquez Q., José A. R. Fonollosa, Adolfo Hernández, José B. Mariño, Rafael E. Banchs, Boxing Chen, Min Zhang, AiTi Aw, Haizhou Li
2008 J jnl
Using a Hybrid Convolution Tree Kernel for Semantic Role Labeling.
ACM Trans. Asian Lang. Inf. Process.
Wanxiang Che, Min Zhang, AiTi Aw, Chew Lim Tan, Ting Liu, Sheng Li
2007 A* conf
A Grammar-driven Convolution Tree Kernel for Semantic Role Classification.
ACL
Min Zhang, Wanxiang Che, AiTi Aw, Chew Lim Tan, Guodong Zhou, Ting Liu, Sheng Li
2006 A* conf
A Phrase-Based Statistical Model for SMS Text Normalization.
ACL
AiTi Aw, Min Zhang, Juan Xiao, Jian Su