A Phrase-Based Statistical Model for SMS Text Normalization. - AiTi Aw; Min Zhang 005; Juan Xiao; Jian Su 002 (ACL, 2006)

A Grammar-driven Convolution Tree Kernel for Semantic Role Classification. - Min Zhang 005; Wanxiang Che; AiTi Aw; Chew Lim Tan; Guodong Zhou; Ting Liu 001; Sheng Li 003 (ACL, 2007)

I2r Chinese-English translation system for IWSLT 2007. - Boxing Chen; Jun Sun 024; Hongfei Jiang; Min Zhang 005; Ai Ti Aw (IWSLT, 2007)

A tree-to-tree alignment-based model for statistical machine translation. - Min Zhang 005; Hongfei Jiang; Ai Ti Aw; Jun Sun 024; Sheng Li 003; Chew Lim Tan (MTSummit, 2007)

Exploiting N-best Hypotheses for SMT Self-Enhancement. - Boxing Chen; Min Zhang 005; AiTi Aw; Haizhou Li 001 (ACL (2), 2008)

A Linguistically Annotated Reordering Model for BTG-based Statistical Machine Translation. - Deyi Xiong; Min Zhang 005; AiTi Aw; Haizhou Li 001 (ACL (2), 2008)

A Tree Sequence Alignment-based Tree-to-Tree Translation Model. - Min Zhang 005; Hongfei Jiang; AiTi Aw; Haizhou Li 001; Chew Lim Tan; Sheng Li 003 (ACL, 2008)

Regenerating Hypotheses for Statistical Machine Translation. - Boxing Chen; Min Zhang 005; AiTi Aw; Haizhou Li 001 (COLING, 2008)

Linguistically Annotated BTG for Statistical Machine Translation. - Deyi Xiong; Min Zhang 005; AiTi Aw; Haizhou Li 001 (COLING, 2008)

Grammar Comparison Study for Translational Equivalence Modeling and Statistical Machine Translation. - Min Zhang 005; Hongfei Jiang; Haizhou Li 001; AiTi Aw; Sheng Li 003 (COLING, 2008)

Fast Computing Grammar-driven Convolution Tree Kernel for Semantic Role Labeling. - Wanxiang Che; Min Zhang 005; AiTi Aw; Chew Lim Tan; Ting Liu 001; Sheng Li 003 (IJCNLP, 2008)

Term Extraction Through Unithood and Termhood Unification. - Thuy Vu; AiTi Aw; Min Zhang 005 (IJCNLP, 2008)

Refinements in BTG-based Statistical Machine Translation. - Deyi Xiong; Min Zhang 005; AiTi Aw; Haitao Mi; Qun Liu 001; Shouxun Lin (IJCNLP, 2008)

Name Origin Recognition Using Maximum Entropy Model and Diverse Features. - Min Zhang 005; Chengjie Sun; Haizhou Li 001; AiTi Aw; Chew Lim Tan; Xiaolong Wang 001 (IJCNLP, 2008)

I2r multi-pass machine translation system for IWSLT 2008. - Boxing Chen; Deyi Xiong; Min Zhang 005; AiTi Aw; Haizhou Li 001 (IWSLT, 2008)

The TALP&I2r SMT systems for IWSLT 2008. - 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 005; AiTi Aw; Haizhou Li 001 (IWSLT, 2008)

Exploring syntactic structured features over parse trees for relation extraction using kernel methods. - Min Zhang 005; Guodong Zhou; AiTi Aw (Inf. Process. Manag., 2008)

Using a Hybrid Convolution Tree Kernel for Semantic Role Labeling. - Wanxiang Che; Min Zhang 005; AiTi Aw; Chew Lim Tan; Ting Liu 001; Sheng Li 003 (ACM Trans. Asian Lang. Inf. Process., 2008)

Semantic Role Labeling Using a Grammar-Driven Convolution Tree Kernel. - Min Zhang 005; Wanxiang Che; Guodong Zhou; AiTi Aw; Chew Lim Tan; Ting Liu 001; Sheng Li 003 (IEEE Trans. Speech Audio Process., 2008)

A Comparative Study of Hypothesis Alignment and its Improvement for Machine Translation System Combination. - Boxing Chen; Min Zhang 005; Haizhou Li 001; AiTi Aw (ACL/IJCNLP, 2009)

MARS: Multilingual Access and Retrieval System with Enhanced Query Translation and Document Retrieval. - Lianhau Lee; AiTi Aw; Thuy Vu; Sharifah Aljunied Mahani; Min Zhang 005; Haizhou Li 001 (ACL/IJCNLP (Software Demonstrations), 2009)

A Syntax-Driven Bracketing Model for Phrase-Based Translation. - Deyi Xiong; Min Zhang 005; AiTi Aw; Haizhou Li 001 (ACL/IJCNLP, 2009)

Forest-based Tree Sequence to String Translation Model. - Hui Zhang 066; Min Zhang 005; Haizhou Li 001; AiTi Aw; Chew Lim Tan (ACL/IJCNLP, 2009)

Feature-Based Method for Document Alignment in Comparable News Corpora. - Thuy Vu; AiTi Aw; Min Zhang 005 (EACL, 2009)

Efficient Beam Thresholding for Statistical Machine Translation. - Deyi Xiong; Min Zhang 005; AiTi Aw; Haizhou Li 001 (MTSummit, 2009)

A Source Dependency Model for Statistical Machine Translation. - Deyi Xiong; Min Zhang 005; AiTi Aw; Haizhou Li 001 (MTSummit, 2009)

Two-Stage Hypotheses Generation for Spoken Language Translation. - Boxing Chen; Min Zhang 005; AiTi Aw (ACM Trans. Asian Lang. Inf. Process., 2009)

EM-based Hybrid Model for Bilingual Terminology Extraction from Comparable Corpora. - Lianhau Lee; AiTi Aw; Min Zhang 005; Haizhou Li 001 (COLING (Posters), 2010)

I2r's machine translation system for IWSLT 2010. - Xiangyu Duan; Rafael E. Banchs; Jun Lang 001; Deyi Xiong; AiTi Aw; Min Zhang 005; Haizhou Li 001 (IWSLT, 2010)

Linguistically Annotated Reordering: Evaluation and Analysis. - Deyi Xiong; Min Zhang 005; AiTi Aw; Haizhou Li 001 (Comput. Linguistics, 2010)

Lexical Word Similarity for Re-ranking in Vietnamese-English Named Entity Back Transliteration. - Thi-Hoang-Diem Le; Ai Ti Aw (IALP, 2011)

Personalized Normalization for a Multilingual Chat System. - Ai Ti Aw; Lianhau Lee (ACL (System Demonstrations), 2012)

A Rule-Augmented Statistical Phrase-based Translation System. - Cong Duy Vu Hoang; AiTi Aw; Nhung T. H. Nguyen 001 (ACL (System Demonstrations), 2014)

TaLAPi ― A Thai Linguistically Annotated Corpus for Language Processing. - AiTi Aw; Sharifah Aljunied Mahani; Nattadaporn Lertcheva; Sasiwimon Kalunsima (LREC, 2014)

Toward Tweets Normalization Using Maximum Entropy. - Mohammad Arshi Saloot; Norisma Idris; Nor Liyana Mohd Shuib; Ram Gopal Raj; AiTi Aw (NUT@IJCNLP, 2015)

Joint Chinese word segmentation and punctuation prediction using deep recurrent neural network for social media data. - Kui Wu 004; Xuancong Wang; Nina Zhou; AiTi Aw; Haizhou Li 001 (IALP, 2015)

A Word Labeling Approach to Thai Sentence Boundary Detection and POS Tagging. - Nina Zhou; AiTi Aw; Nattadaporn Lertcheva; Xuancong Wang (COLING, 2016)

Twitter corpus creation: The case of a Malay Chat-style-text Corpus (MCC). - Mohammad Arshi Saloot; Norisma Idris; AiTi Aw; Dirk Thorleuchter (Digit. Scholarsh. Humanit., 2016)

Dynamic boundary detection for speech translation. - Nina Zhou; Xuancong Wang; AiTi Aw (APSIPA, 2017)

Bilingual word embedding with sentence similarity constraint for machine translation. - Kui Wu 004; Xuancong Wang; AiTi Aw (IALP, 2017)

Extraction of Indonesian and english parallel sentences from movie subtitles. - Boon Hong Yeo; Ai Ti Aw; Xuancong Wang (IALP, 2017)

Named-Entity Tagging and Domain adaptation for Better Customized Translation. - Zhongwei Li; Xuancong Wang; AiTi Aw; Eng Siong Chng; Haizhou Li 001 (NEWS@ACL, 2018)

Sentiment Aware Neural Machine Translation. - Chenglei Si; Kui Wu 004; Ai Ti Aw; Min-Yen Kan (WAT@EMNLP-IJCNLP, 2019)

Topic-Aware Pointer-Generator Networks for Summarizing Spoken Conversations. - Zhengyuan Liu; Angela Ng; Sheldon Lee Shao Guang; Ai Ti Aw; Nancy F. Chen (ASRU, 2019)

Revisit Automatic Error Detection for Wrong and Missing Translation - A Supervised Approach. - Wenqiang Lei; Weiwen Xu; Ai Ti Aw; Yuanxin Xiang; Tat-Seng Chua (EMNLP/IJCNLP (1), 2019)

Negative Focus Detection via Contextual Attention Mechanism. - Longxiang Shen; Bowei Zou; Yu Hong 001; Guodong Zhou; Qiaoming Zhu; AiTi Aw (EMNLP/IJCNLP (1), 2019)

Data Diversification: An Elegant Strategy For Neural Machine Translation. - Xuan-Phi Nguyen; Shafiq R. Joty; Wu Kui 004; Ai Ti Aw (CoRR, 2019)

NUT-RC: Noisy User-generated Text-oriented Reading Comprehension. - Rongtao Huang; Bowei Zou; Yu Hong 001; Wei Zhang; AiTi Aw; Guodong Zhou (COLING, 2020)

Uncertainty Modeling for Machine Comprehension Systems using Efficient Bayesian Neural Networks. - Zhengyuan Liu; Pavitra Krishnaswamy; Ai Ti Aw; Nancy F. Chen (COLING (Industry), 2020)

GCDST: A Graph-based and Copy-augmented Multi-domain Dialogue State Tracking. - Peng Wu; Bowei Zou; Ridong Jiang; AiTi Aw (EMNLP (Findings), 2020)

Data Diversification: A Simple Strategy For Neural Machine Translation. - Xuan-Phi Nguyen; Shafiq R. Joty; Kui Wu 004; Ai Ti Aw (NeurIPS, 2020)

Multi-Agent Cross-Translated Diversification for Unsupervised Machine Translation. - Xuan-Phi Nguyen; Shafiq R. Joty; Wu Kui 004; Ai Ti Aw (CoRR, 2020)

Winnowing Knowledge for Multi-choice Question Answering. - Yeqiu Li; Bowei Zou; Zhifeng Li 004; Ai Ti Aw; Yu Hong 001; Qiaoming Zhu (EMNLP (Findings), 2021)

Cross-model Back-translated Distillation for Unsupervised Machine Translation. - Xuan-Phi Nguyen; Shafiq R. Joty; Thanh-Tung Nguyen; Kui Wu 004; Ai Ti Aw (ICML, 2021)

Coherent and Concise Radiology Report Generation via Context Specific Image Representations and Orthogonal Sentence States. - Litton J. Kurisinkel; Ai Ti Aw; Nancy F. Chen (NAACL-HLT (Industry Papers), 2021)

Addressing the Vulnerability of NMT in Input Perturbations. - Weiwen Xu; Ai Ti Aw; Yang Ding; Kui Wu 004; Shafiq R. Joty (NAACL-HLT (Industry Papers), 2021)

CoHS-CQG: Context and History Selection for Conversational Question Generation. - Xuan Long Do; Bowei Zou; Liangming Pan; Nancy F. Chen; Shafiq R. Joty; Ai Ti Aw (COLING, 2022)

Singlish Message Paraphrasing: A Joint Task of Creole Translation and Text Normalization. - Zhengyuan Liu; Shikang Ni; Ai Ti Aw; Nancy F. Chen (COLING, 2022)

CXR Data Annotation and Classification with Pre-trained Language Models. - Nina Zhou; Ai Ti Aw; Zhuo Han Liu; Cher Heng Tan; Yonghan Ting; Wen-Xiang Chen; Jordan Zheng Ting Sim (COLING, 2022)

Capturing Conversational Interaction for Question Answering via Global History Reasoning. - Jin Qian; Bowei Zou; Mengxing Dong; Xiao Li; AiTi Aw; Yu Hong 001 (NAACL-HLT (Findings), 2022)

Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Translation Model. - Xuan-Phi Nguyen; Shafiq R. Joty; Kui Wu 004; Ai Ti Aw (NeurIPS, 2022)

Improving Lexical Embeddings for Robust Question Answering. - Weiwen Xu; Bowei Zou; Wai Lam; Ai Ti Aw (CoRR, 2022)

Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Model. - Xuan-Phi Nguyen; Shafiq R. Joty; Wu Kui 004; Ai Ti Aw (CoRR, 2022)

Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation. - Xuan Long Do; Bowei Zou; Shafiq R. Joty; Anh Tran Tai; Liangming Pan; Nancy F. Chen; Ai Ti Aw (ACL (1), 2023)

Making Pre-trained Language Models Better Learn Few-Shot Spoken Language Understanding in More Practical Scenarios. - Yufan Wang; Jie Mei; Bowei Zou; Rui Fan 005; Tingting He 003; Ai Ti Aw (ACL (Findings), 2023)

DSPM-NLG: A Dual Supervised Pre-trained Model for Few-shot Natural Language Generation in Task-oriented Dialogue System. - Yufan Wang; Bowei Zou; Rui Fan 005; Ai Ti Aw; Tingting He 003 (ACL (Findings), 2023)

Interview Evaluation: A Novel Approach for Automatic Evaluation of Conversational Question Answering Models. - Xibo Li; Bowei Zou; Yifan Fan; Yanling Li; Ai Ti Aw; Yu Hong 001 (EMNLP, 2023)

GLGR: Question-aware Global-to-Local Graph Reasoning for Multi-party Dialogue Reading Comprehension. - Yanling Li; Bowei Zou; Yifan Fan; Xibo Li; Ai Ti Aw; Yu Hong 001 (EMNLP (Findings), 2023)

DecoMT: Decomposed Prompting for Machine Translation Between Related Languages using Large Language Models. - Ratish Puduppully; Anoop Kunchukuttan; Raj Dabre; Ai Ti Aw; Nancy Chen (EMNLP, 2023)

Leveraging Contrastive Learning and Knowledge Distillation for Incomplete Modality Rumor Detection. - Fan Xu 002; Pinyun Fu; Qi Huang; Bowei Zou; AiTi Aw; Mingwen Wang 001 (EMNLP (Findings), 2023)

Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation. - Xuan Long Do; Bowei Zou; Shafiq R. Joty; Anh Tai Tran; Liangming Pan; Nancy F. Chen; Ai Ti Aw (CoRR, 2023)

Decomposed Prompting for Machine Translation Between Related Languages using Large Language Models. - Ratish Puduppully; Raj Dabre; Ai Ti Aw; Nancy F. Chen (CoRR, 2023)

Evidence-based Interpretable Open-domain Fact-checking with Large Language Models. - Xin Tan; Bowei Zou; Ai Ti Aw (CoRR, 2023)

Comprehensive Abstractive Comment Summarization with Dynamic Clustering and Chain of Thought. - Longyin Zhang; Bowei Zou; Jacintha Yi; AiTi Aw (ACL (Findings), 2024)

CLFFRD: Curriculum Learning and Fine-grained Fusion for Multimodal Rumor Detection. - Fan Xu 002; Lei Zeng; Bowei Zou; Ai Ti Aw; Huan Rong (LREC/COLING, 2024)

Empowering Tree-structured Entailment Reasoning: Rhetorical Perception and LLM-driven Interpretability. - Longyin Zhang; Bowei Zou; Ai Ti Aw (LREC/COLING, 2024)

An NLP-Focused Pilot Training Agent for Safe and Efficient Aviation Communication. - Xiaochen Liu; Bowei Zou; AiTi Aw (NAACL (Industry Track), 2024)

SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning. - Bin Wang 040; Zhengyuan Liu; Xin Huang; Fangkai Jiao; Yang Ding; AiTi Aw; Nancy F. Chen (NAACL-HLT, 2024)

MERaLiON-AudioLLM: Bridging Audio and Language with Large Language Models. - Yingxu He; Zhuohan Liu; Shuo Sun; Bin Wang 040; Wenyu Zhang; Xunlong Zou; Nancy F. Chen; Ai Ti Aw (CoRR, 2024)

MERaLiON-SpeechEncoder: Towards a Speech Foundation Model for Singapore and Beyond. - Muhammad Huzaifah 001; Geyu Lin; Tianchi Liu 004; Hardik B. Sailor; Kye Min Tan; Tarun Kumar Vangani; Qiongqiong Wang; Jeremy H. M. Wong; Nancy F. Chen; Ai Ti Aw (CoRR, 2024)

Enhancing Event-centric News Cluster Summarization via Data Sharpening and Localization Insights. - Longyin Zhang; Bowei Zou; AiTi Aw (ACL (1), 2025)

Improving Explainable Fact-Checking with Claim-Evidence Correlations. - Xin Tan; Bowei Zou; Ai Ti Aw (COLING, 2025)

MoWE-Audio: Multitask AudioLLMs with Mixture of Weak Encoders. - Wenyu Zhang; Shuo Sun; Bin Wang 040; Xunlong Zou; Zhuohan Liu; Yingxu He; Geyu Lin; Nancy F. Chen; Ai Ti Aw (ICASSP, 2025)

AudioBench: A Universal Benchmark for Audio Large Language Models. - Bin Wang 040; Xunlong Zou; Geyu Lin; Shuo Sun; Zhuohan Liu; Wenyu Zhang; Zhengyuan Liu; AiTi Aw; Nancy F. Chen (NAACL (Long Papers), 2025)

Advancing Singlish Understanding: Bridging the Gap with Datasets and Multimodal Models. - Bin Wang 040; Xunlong Zou; Shuo Sun; Wenyu Zhang; Yingxu He; Zhuohan Liu; Chengwei Wei; Nancy F. Chen; AiTi Aw (CoRR, 2025)

MERaLiON-TextLLM: Cross-Lingual Understanding of Large Language Models in Chinese, Indonesian, Malay, and Singlish. - Xin Huang; Tarun Kumar Vangani; Minh Duc Pham; Xunlong Zou; Bin Wang 040; Zhengyuan Liu; Ai Ti Aw (CoRR, 2025)

AdaCoT: Rethinking Cross-Lingual Factual Reasoning through Adaptive Chain-of-Thought. - Xin Huang; Tarun Kumar Vangani; Zhengyuan Liu; Bowei Zou; Ai Ti Aw (CoRR, 2025)

Contextual Paralinguistic Data Creation for Multi-Modal Speech-LLM: Data Condensation and Spoken QA Generation. - Qiongqiong Wang; Hardik B. Sailor; Tianchi Liu 004; Ai Ti Aw (CoRR, 2025)

IFEval-Audio: Benchmarking Instruction-Following Capability in Audio-based Large Language Models. - Yiming Gao; Bin Wang 040; Chengwei Wei; Shuo Sun; AiTi Aw (CoRR, 2025)

Improving Multilingual Social Media Insights: Aspect-based Comment Analysis. - Longyin Zhang; Bowei Zou; Ai Ti Aw (CoRR, 2025)

Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs. - Wenyu Zhang; Yingxu He; Geyu Lin; Zhuohan Liu; Shuo Sun; Bin Wang 040; Xunlong Zou; Jeremy H. M. Wong; Qiongqiong Wang; Hardik B. Sailor; Nancy F. Chen; Ai Ti Aw (CoRR, 2025)

CCL-XCoT: An Efficient Cross-Lingual Knowledge Transfer Method for Mitigating Hallucination Generation. - Weihua Zheng; Roy Ka-Wei Lee; Zhengyuan Liu; Kui Wu; AiTi Aw; Bowei Zou (CoRR, 2025)