Ai Ti Aw - RankMe

54 papers A* 5A 1B 4C 4Misc 1Journal 22Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Unlocking Cognitive Capabilities and Analyzing the Perception-Logic Trade-off. CoRR Longyin Zhang, Shuo Sun, Yingxu He, Won Cheng Yi Lewis, Muhammad Huzaifah bin Md Shahrin, Hardik B. Sailor, Jeremy Heng Meng Wong, Tarun Kumar Vangani, Yi Ma, Qiongqiong Wang, Minh Duc Pham, Ridong Jiang, Jingtao Li, Jingyi Liao, Zhuohan Liu, Yanfeng Lu, Manas Gupta, Ai Ti Aw
2025	J	`jnl`	AdaCoT: Rethinking Cross-Lingual Factual Reasoning through Adaptive Chain-of-Thought. CoRR Xin Huang, Tarun Kumar Vangani, Zhengyuan Liu, Bowei Zou, Ai Ti Aw
2025	J	`jnl`	Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs. CoRR Wenyu Zhang, Yingxu He, Geyu Lin, Zhuohan Liu, Shuo Sun, Bin Wang, Xunlong Zou, Jeremy H. M. Wong, Qiongqiong Wang, Hardik B. Sailor, Nancy F. Chen, Ai Ti Aw
2025	A	`conf`	Contextual Paralinguistic Data Creation for Multi-Modal Speech-LLM: Data Condensation and Spoken QA Generation. INTERSPEECH Qiongqiong Wang, Hardik B. Sailor, Tianchi Liu, Ai Ti Aw
2025	J	`jnl`	Contextual Paralinguistic Data Creation for Multi-Modal Speech-LLM: Data Condensation and Spoken QA Generation. CoRR Qiongqiong Wang, Hardik B. Sailor, Tianchi Liu, Ai Ti Aw
2025	C	`conf`	Diversity and complementarity of speech encoders across diverse tasks in a multi-modal large language model. ASRU Jeremy H. M. Wong, Muhammad Huzaifah, Hardik B. Sailor, Shuo Sun, Kye Min Tan, Bin Wang, Qiongqiong Wang, Wenyu Zhang, Xunlong Zou, Nancy F. Chen, Ai Ti Aw
2025	B	`conf`	Improving Explainable Fact-Checking with Claim-Evidence Correlations. COLING Xin Tan, Bowei Zou, Ai Ti Aw
2025	J	`jnl`	Improving Multilingual Social Media Insights: Aspect-based Comment Analysis. CoRR Longyin Zhang, Bowei Zou, Ai Ti Aw
2025	C	`conf`	Incorporating Contextual Paralinguistic Understanding in Large Speech-Language Models. ASRU Qiongqiong Wang, Hardik Bhupendra Sailor, Jeremy H. M. Wong, Tianchi Liu, Shuo Sun, Wenyu Zhang, Muhammad Huzaifah, Nancy F. Chen, Ai Ti Aw
2025	J	`jnl`	Incorporating Contextual Paralinguistic Understanding in Large Speech-Language Models. CoRR Qiongqiong Wang, Hardik B. Sailor, Jeremy H. M. Wong, Tianchi Liu, Shuo Sun, Wenyu Zhang, Muhammad Huzaifah, Nancy F. Chen, Ai Ti Aw
2025	J	`jnl`	MERaLiON-SER: Robust Speech Emotion Recognition Model for English and SEA Languages. CoRR Hardik B. Sailor, Ai Ti Aw, Nancy F. Chen, Ying Lay Chiu, Yang Ding, Yingxu He, Ridong Jiang, Jingtao Li, Jingyi Liao, Zhuohan Liu, Yanfeng Lu, Yi Ma, Manas Gupta, Muhammad Huzaifah bin Md Shahrin, Nabilah Binte Md Johan, Nattadaporn Lertcheva, Chunlei Pan, Minh Duc Pham, Siti Maryam Binte Ahmad Subaidi, Siti Umairah Binte Mohammad Salleh, Shuo Sun, Tarun Kumar Vangani, Qiongqiong Wang, Won Cheng Yi Lewis, Jeremy Heng Meng Wong, Jinyang Wu, Huayun Zhang, Longyin Zhang, Xunlong Zou
2025	J	`jnl`	MERaLiON-TextLLM: Cross-Lingual Understanding of Large Language Models in Chinese, Indonesian, Malay, and Singlish. CoRR Xin Huang, Tarun Kumar Vangani, Minh Duc Pham, Xunlong Zou, Bin Wang, Zhengyuan Liu, Ai Ti Aw
2025	Misc	`conf`	MoWE-Audio: Multitask AudioLLMs with Mixture of Weak Encoders. ICASSP Wenyu Zhang, Shuo Sun, Bin Wang, Xunlong Zou, Zhuohan Liu, Yingxu He, Geyu Lin, Nancy F. Chen, Ai Ti Aw
2025	C	`conf`	Speech in-context learning of paralinguistic tasks. ASRU Jeremy H. M. Wong, Muhammad Huzaifah, Nancy F. Chen, Ai Ti Aw
2024	—	`conf`	CLFFRD: Curriculum Learning and Fine-grained Fusion for Multimodal Rumor Detection. LREC/COLING Fan Xu, Lei Zeng, Bowei Zou, Ai Ti Aw, Huan Rong
2024	—	`conf`	Empowering Tree-structured Entailment Reasoning: Rhetorical Perception and LLM-driven Interpretability. LREC/COLING Longyin Zhang, Bowei Zou, Ai Ti Aw
2024	J	`jnl`	MERaLiON-AudioLLM: Bridging Audio and Language with Large Language Models. CoRR Yingxu He, Zhuohan Liu, Shuo Sun, Bin Wang, Wenyu Zhang, Xunlong Zou, Nancy F. Chen, Ai Ti Aw
2024	J	`jnl`	MERaLiON-SpeechEncoder: Towards a Speech Foundation Model for Singapore and Beyond. CoRR Muhammad Huzaifah, Geyu Lin, Tianchi Liu, Hardik B. Sailor, Kye Min Tan, Tarun Kumar Vangani, Qiongqiong Wang, Jeremy H. M. Wong, Nancy F. Chen, Ai Ti Aw
2024	J	`jnl`	MoWE-Audio: Multitask AudioLLMs with Mixture of Weak Encoders. CoRR Wenyu Zhang, Shuo Sun, Bin Wang, Xunlong Zou, Zhuohan Liu, Yingxu He, Geyu Lin, Nancy F. Chen, Ai Ti Aw
2023	—	`conf`	DSPM-NLG: A Dual Supervised Pre-trained Model for Few-shot Natural Language Generation in Task-oriented Dialogue System. ACL (Findings) Yufan Wang, Bowei Zou, Rui Fan, Ai Ti Aw, Tingting He
2023	A*	`conf`	DecoMT: Decomposed Prompting for Machine Translation Between Related Languages using Large Language Models. EMNLP Ratish Puduppully, Anoop Kunchukuttan, Raj Dabre, Ai Ti Aw, Nancy Chen
2023	J	`jnl`	Decomposed Prompting for Machine Translation Between Related Languages using Large Language Models. CoRR Ratish Puduppully, Raj Dabre, Ai Ti Aw, Nancy F. Chen
2023	J	`jnl`	Evidence-based Interpretable Open-domain Fact-checking with Large Language Models. CoRR Xin Tan, Bowei Zou, Ai Ti Aw
2023	—	`conf`	GLGR: Question-aware Global-to-Local Graph Reasoning for Multi-party Dialogue Reading Comprehension. EMNLP (Findings) Yanling Li, Bowei Zou, Yifan Fan, Xibo Li, Ai Ti Aw, Yu Hong
2023	A*	`conf`	Interview Evaluation: A Novel Approach for Automatic Evaluation of Conversational Question Answering Models. EMNLP Xibo Li, Bowei Zou, Yifan Fan, Yanling Li, Ai Ti Aw, Yu Hong
2023	—	`conf`	Making Pre-trained Language Models Better Learn Few-Shot Spoken Language Understanding in More Practical Scenarios. ACL (Findings) Yufan Wang, Jie Mei, Bowei Zou, Rui Fan, Tingting He, Ai Ti Aw
2023	—	`conf`	Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation. ACL (1) Xuan Long Do, Bowei Zou, Shafiq R. Joty, Anh Tran Tai, Liangming Pan, Nancy F. Chen, Ai Ti Aw
2023	J	`jnl`	Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation. CoRR Xuan Long Do, Bowei Zou, Shafiq R. Joty, Anh Tai Tran, Liangming Pan, Nancy F. Chen, Ai Ti Aw
2023	J	`jnl`	SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning. CoRR Bin Wang, Zhengyuan Liu, Xin Huang, Fangkai Jiao, Yang Ding, Ai Ti Aw, Nancy F. Chen
2022	B	`conf`	CXR Data Annotation and Classification with Pre-trained Language Models. COLING Nina Zhou, Ai Ti Aw, Zhuo Han Liu, Cher Heng Tan, Yonghan Ting, Wenxiang Chen, Jordan Zheng Ting Sim
2022	B	`conf`	CoHS-CQG: Context and History Selection for Conversational Question Generation. COLING Xuan Long Do, Bowei Zou, Liangming Pan, Nancy F. Chen, Shafiq R. Joty, Ai Ti Aw
2022	J	`jnl`	CoHS-CQG: Context and History Selection for Conversational Question Generation. CoRR Xuan Long Do, Bowei Zou, Liangming Pan, Nancy F. Chen, Shafiq R. Joty, Ai Ti Aw
2022	J	`jnl`	Improving Lexical Embeddings for Robust Question Answering. CoRR Weiwen Xu, Bowei Zou, Wai Lam, Ai Ti Aw
2022	J	`jnl`	Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Model. CoRR Xuan-Phi Nguyen, Shafiq R. Joty, Wu Kui, Ai Ti Aw
2022	A*	`conf`	Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Translation Model. NeurIPS Xuan-Phi Nguyen, Shafiq R. Joty, Kui Wu, Ai Ti Aw
2022	B	`conf`	Singlish Message Paraphrasing: A Joint Task of Creole Translation and Text Normalization. COLING Zhengyuan Liu, Shikang Ni, Ai Ti Aw, Nancy F. Chen
2021	—	`conf`	Addressing the Vulnerability of NMT in Input Perturbations. NAACL-HLT (Industry Papers) Weiwen Xu, Ai Ti Aw, Yang Ding, Kui Wu, Shafiq R. Joty
2021	J	`jnl`	Addressing the Vulnerability of NMT in Input Perturbations. CoRR Weiwen Xu, Ai Ti Aw, Yang Ding, Kui Wu, Shafiq R. Joty
2021	—	`conf`	Coherent and Concise Radiology Report Generation via Context Specific Image Representations and Orthogonal Sentence States. NAACL-HLT (Industry Papers) Litton J. Kurisinkel, Ai Ti Aw, Nancy F. Chen
2021	A*	`conf`	Cross-model Back-translated Distillation for Unsupervised Machine Translation. ICML Xuan-Phi Nguyen, Shafiq R. Joty, Thanh-Tung Nguyen, Kui Wu, Ai Ti Aw
2021	—	`conf`	Winnowing Knowledge for Multi-choice Question Answering. EMNLP (Findings) Yeqiu Li, Bowei Zou, Zhifeng Li, Ai Ti Aw, Yu Hong, Qiaoming Zhu
2020	A*	`conf`	Data Diversification: A Simple Strategy For Neural Machine Translation. NeurIPS Xuan-Phi Nguyen, Shafiq R. Joty, Kui Wu, Ai Ti Aw
2020	J	`jnl`	Multi-Agent Cross-Translated Diversification for Unsupervised Machine Translation. CoRR Xuan-Phi Nguyen, Shafiq R. Joty, Wu Kui, Ai Ti Aw
2020	—	`conf`	Uncertainty Modeling for Machine Comprehension Systems using Efficient Bayesian Neural Networks. COLING (Industry) Zhengyuan Liu, Pavitra Krishnaswamy, Ai Ti Aw, Nancy F. Chen
2019	J	`jnl`	Data Diversification: An Elegant Strategy For Neural Machine Translation. CoRR Xuan-Phi Nguyen, Shafiq R. Joty, Wu Kui, Ai Ti Aw
2019	—	`conf`	Revisit Automatic Error Detection for Wrong and Missing Translation - A Supervised Approach. EMNLP/IJCNLP (1) Wenqiang Lei, Weiwen Xu, Ai Ti Aw, Yuanxin Xiang, Tat-Seng Chua
2019	—	`conf`	Sentiment Aware Neural Machine Translation. WAT@EMNLP-IJCNLP Chenglei Si, Kui Wu, Ai Ti Aw, Min-Yen Kan
2019	C	`conf`	Topic-Aware Pointer-Generator Networks for Summarizing Spoken Conversations. ASRU Zhengyuan Liu, Angela Ng, Sheldon Lee Shao Guang, Ai Ti Aw, Nancy F. Chen
2019	J	`jnl`	Topic-aware Pointer-Generator Networks for Summarizing Spoken Conversations. CoRR Zhengyuan Liu, Angela Ng, Sheldon Lee Shao Guang, Ai Ti Aw, Nancy F. Chen
2017	—	`conf`	Extraction of Indonesian and english parallel sentences from movie subtitles. IALP Boon Hong Yeo, Ai Ti Aw, Xuancong Wang
2012	—	`conf`	Personalized Normalization for a Multilingual Chat System. ACL (System Demonstrations) Ai Ti Aw, Lianhau Lee
2011	—	`conf`	Lexical Word Similarity for Re-ranking in Vietnamese-English Named Entity Back Transliteration. IALP Thi-Hoang-Diem Le, Ai Ti Aw
2007	—	`conf`	A tree-to-tree alignment-based model for statistical machine translation. MTSummit Min Zhang, Hongfei Jiang, Ai Ti Aw, Jun Sun, Sheng Li, Chew Lim Tan
2007	—	`conf`	I IWSLT Boxing Chen, Jun Sun, Hongfei Jiang, Min Zhang, Ai Ti Aw