Nancy F. Chen

316 papers A* 14A 34B 11C 12Misc 25Journal 141Unranked 77
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
2026 — conf
BLEnD-Vis: Benchmarking Multimodal Cultural Understanding in Vision Language Models.
EACL (Volume 1: Long Papers)
Bryan Chen Zhengyu Tan, Weihua Zheng, Zhengyuan Liu, Nancy F. Chen, Hwaran Lee, Kenny Tsu Wei Choo, Roy Ka-Wei Lee
2026 J jnl
ERM-MinMaxGAP: Benchmarking and Mitigating Gender Bias in Multilingual Multimodal Speech-LLM Emotion Recognition.
CoRR
Zi Haur Pang, Xiaoxue Gao, Tatsuya Kawahara, Nancy F. Chen
2026 J jnl
Explicit Logic Channel for Validation and Enhancement of MLLMs on Zero-Shot Tasks.
CoRR
Mei Chee Leong, Ying Gu, Hui Li Tan, Liyuan Li, Nancy F. Chen
2026 J jnl
Goodness-of-pronunciation without phoneme time alignment.
CoRR
Jeremy H. M. Wong, Nancy F. Chen
2026 J jnl
InfoDensity: Rewarding Information-Dense Traces for Efficient Reasoning.
CoRR
Chengwei Wei, Jung-Jae Kim, Longyin Zhang, Shengkai Chen, Nancy F. Chen
2026 J jnl
LoASR-Bench: Evaluating Large Speech Language Models on Low-Resource Automatic Speech Recognition Across Language Families.
CoRR
Jianan Chen, Xiaoxue Gao, Tatsuya Kawahara, Nancy F. Chen
2026 J jnl
MORE: Multi-Objective Adversarial Attacks on Speech Recognition.
CoRR
Xiaoxue Gao, Zexin Li, Yiming Chen, Nancy F. Chen
2026 J jnl
Programming over Thinking: Efficient and Robust Multi-Constraint Planning.
CoRR
Derrick Goh Xin Deik, Quanyu Long, Zhengyuan Liu, Nancy F. Chen, Wenya Wang
2026 J jnl
Small Changes, Big Impact: Demographic Bias in LLM-Based Hiring Through Subtle Sociocultural Markers in Anonymised Resumes.
CoRR
Bryan Chen Zhengyu Tan, Shaun Khoo, Bich Ngoc Doan, Zhengyuan Liu, Nancy F. Chen, Roy Ka-Wei Lee
2026 J jnl
Structure from rank: Rank-order coding as a bridge from sequence to structure.
CoRR
Xiaodan Chen, Alexandre Pitti, Mathias Quoy, Nancy F. Chen
2026 J jnl
Structure from rank: Rank-order coding as a bridge from sequence to structure.
Neural Networks
Xiaodan Chen, Alexandre Pitti, Mathias Quoy, Nancy F. Chen
2026 J jnl
The Chicken and Egg Dilemma: Co-optimizing Data and Model Configurations for LLMs.
CoRR
Zhiliang Chen, Alfred Wei Lun Leong, Shao Yong Ong, Apivich Hemachandra, Gregory Kang Ruey Lau, Chuan-Sheng Foo, Zhengyuan Liu, Nancy F. Chen, Bryan Kian Hsiang Low
2025 C conf
A correlation-permutation approach for speech-music encoders model merging.
ASRU
Fabian Ritter Gutierrez, Yi-Cheng Lin, Jeremy H. M. Wong, Hung-yi Lee, Eng Siong Chng, Nancy F. Chen
2025 J jnl
A correlation-permutation approach for speech-music encoders model merging.
CoRR
Fabian Ritter Gutierrez, Yi-Cheng Lin, Jeremy H. M. Wong, Hung-yi Lee, Eng Siong Chng, Nancy F. Chen
2025 C conf
ASTAR-NTU solution to AudioMOS Challenge 2025 Track1.
ASRU
Fabian Ritter Gutierrez, Yi-Cheng Lin, Jui-Chiang Wei, Jeremy H. M. Wong, Nancy F. Chen, Hung-yi Lee
2025 J jnl
ASTAR-NTU solution to AudioMOS Challenge 2025 Track1.
CoRR
Fabian Ritter Gutierrez, Yi-Cheng Lin, Jui-Chiang Wei, Jeremy H. M. Wong, Nancy F. Chen, Hung-yi Lee
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 B conf
Aligning Large Language Models with Human Opinions through Persona Selection and Value-Belief-Norm Reasoning.
COLING
Xuan Long Do, Kenji Kawaguchi, Min-Yen Kan, Nancy F. Chen
2025 J jnl
Are Current Task-Oriented Dialogue Systems Able to Satisfy Impolite Users?
IEEE Trans. Comput. Soc. Syst.
Zhiqiang Hu, Nancy F. Chen, Roy Ka-Wei Lee
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 J jnl
BLEnD-Vis: Benchmarking Multimodal Cultural Understanding in Vision Language Models.
CoRR
Bryan Chen Zhengyu Tan, Weihua Zheng, Zhengyuan Liu, Nancy F. Chen, Hwaran Lee, Kenny Tsu Wei Choo, Roy Ka-Wei Lee
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
Benchmarking Visual Generative Models through Cultural Lens: A Case Study with Singapore-Centric Multi-Cultural Context.
ICMI Companion
Ali Köksal, Loke Mei Hwan, Hui Li Tan, Nancy F. Chen
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 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 — conf
Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines.
ACL (Findings)
Do Xuan Long, Duong Ngoc Yen, Do Xuan Trong, Anh Tuan Luu, Kenji Kawaguchi, Shafiq Joty, Min-Yen Kan, Nancy F. Chen
2025 J jnl
Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines.
CoRR
Do Xuan Long, Duong Ngoc Yen, Do Xuan Trong, Luu Anh Tuan, Kenji Kawaguchi, Shafiq Joty, Min-Yen Kan, Nancy F. Chen
2025 B conf
CCMI 2025: Cross-Cultural Multimodal Interaction.
ICMI
Koji Inoue, Shogo Okada, Divesh Lala, Sahba Zojaji, Nancy F. Chen, Tatsuya Kawahara
2025 J jnl
COGENT: A Curriculum-oriented Framework for Generating Grade-appropriate Educational Content.
CoRR
Zhengyuan Liu, Stella Xin Yin, Dion Hoe-Lian Goh, Nancy F. Chen
2025 — conf
CoinMath: Harnessing the Power of Coding Instruction for Math LLM.
ACL (Findings)
Chengwei Wei, Bin Wang, Jung-Jae Kim, Guimei Liu, Nancy F. Chen
2025 C conf
Confidence-Based Self-Training for EMG-to-Speech: Leveraging Synthetic EMG for Robust Modeling.
ASRU
Xiaodan Chen, Xiaoxue Gao, Mathias Quoy, Alexandre Pitti, Nancy F. Chen
2025 J jnl
Confidence-Based Self-Training for EMG-to-Speech: Leveraging Synthetic EMG for Robust Modeling.
CoRR
Xiaodan Chen, Xiaoxue Gao, Mathias Quoy, Alexandre Pitti, Nancy F. Chen
2025 — conf
Contextualized Visual Storytelling for Conversational Chatbot in Education.
ICMI Companion
Hui Li Tan, Ying Gu, Liyuan Li, Mei Chee Leong, Nancy F. Chen
2025 — conf
CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment.
COLING Workshops
Geyu Lin, Bin Wang, Zhengyuan Liu, Nancy F. Chen
2025 A conf
Distilling a speech and music encoder with task arithmetic.
INTERSPEECH
Fabian Ritter Gutierrez, Yi-Cheng Lin, Jui-Chiang Wei, Jeremy H. M. Wong, Eng Siong Chng, Nancy F. Chen, Hung-yi Lee
2025 J jnl
Distilling a speech and music encoder with task arithmetic.
CoRR
Fabian Ritter Gutierrez, Yi-Cheng Lin, Jui-Chiang Wei, Jeremy H. M. Wong, Eng Siong Chng, Nancy F. Chen, Hung-yi Lee
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
DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation.
COLING
Minzhi Li, Zhengyuan Liu, Shumin Deng, Shafiq Joty, Nancy F. Chen, Min-Yen Kan
2025 Misc conf
Emo-DPO: Controllable Emotional Speech Synthesis through Direct Preference Optimization.
ICASSP
Xiaoxue Gao, Chen Zhang, Yiming Chen, Huayun Zhang, Nancy F. Chen
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 — conf
Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation.
IJCNLP-AACL (long papers)
Galann Pennec, Zhengyuan Liu, Nicholas Asher, Philippe Muller, Nancy F. Chen
2025 J jnl
Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation.
CoRR
Galann Pennec, Zhengyuan Liu, Nicholas Asher, Philippe Muller, Nancy F. Chen
2025 — conf
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs.
NAACL (Long Papers)
Do Xuan Long, Ngoc-Hai Nguyen, Tiviatis Sim, Hieu Dao, Shafiq Joty, Kenji Kawaguchi, Nancy F. Chen, Min-Yen Kan
2025 A* conf
MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues.
AAAI
Kuluhan Binici, Abhinav Ramesh Kashyap, Viktor Schlegel, Andy T. Liu, Vijay Prakash Dwivedi, Thanh-Tung Nguyen, Xiaoxue Gao, Nancy F. Chen, Stefan Winkler
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 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
MMA-ASIA: A Multilingual and Multimodal Alignment Framework for Culturally-Grounded Evaluation.
CoRR
Weihua Zheng, Zhengyuan Liu, Tanmoy Chakraborty, Weiwen Xu, Xiaoxue Gao, Bryan Chen Zhengyu Tan, Bowei Zou, Chang Liu, Yujia Hu, Xing Xie, Xiaoyuan Yi, Jing Yao, Chaojun Wang, Long Li, Rui Liu, Huiyao Liu, Koji Inoue, Ryuichi Sumida, Tatsuya Kawahara, Fan Xu, Lingyu Ye, Wei Tian, Dongjun Kim, Jimin Jung, Jaehyung Seo, Nadya Yuki Wangsajaya, Pham Minh Duc, Ojasva Saxena, Palash Nandi, Xiyan Tao, Wiwik Karlina, Tuan Luong, Keertana Arun Vasan, Roy Ka-Wei Lee, Nancy F. Chen
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
2025 J jnl
Minimal Clips, Maximum Salience: Long Video Summarization via Key Moment Extraction.
CoRR
Galann Pennec, Zhengyuan Liu, Nicholas Asher, Philippe Muller, Nancy F. Chen
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 — conf
MultiGen: Child-Friendly Multilingual Speech Generator with LLMs.
ICMI Companion
Xiaoxue Gao, Huayun Zhang, Nancy F. Chen
2025 J jnl
MultiGen: Child-Friendly Multilingual Speech Generator with LLMs.
CoRR
Xiaoxue Gao, Huayun Zhang, Nancy F. Chen
2025 C conf
Obtaining objective labels and analysing annotator subjectivity by using a Rasch model for ordinal speech processing.
ASRU
Jeremy H. M. Wong, Nancy F. Chen
2025 J jnl
PRESENT: Zero-Shot Text-to-Prosody Control.
IEEE Signal Process. Lett.
Perry Lam, Huayun Zhang, Nancy F. Chen, Berrak Sisman, Dorien Herremans
2025 J jnl
Patch-as-Decodable-Token: Towards Unified Multi-Modal Vision Tasks in MLLMs.
CoRR
Yongyi Su, Haojie Zhang, Shijie Li, Nanqing Liu, Jingyi Liao, Junyi Pan, Yuan Liu, Xiaofen Xing, Chong Sun, Chen Li, Nancy F. Chen, Shuicheng Yan, XuLei Yang, Xun Xu
2025 A* conf
Persuasion Dynamics in LLMs: Investigating Robustness and Adaptability in Knowledge and Safety with DuET-PD.
EMNLP
Bryan Chen Zhengyu Tan, Daniel Wai Kit Chin, Zhengyuan Liu, Nancy F. Chen, Roy Ka-Wei Lee
2025 J jnl
Persuasion Dynamics in LLMs: Investigating Robustness and Adaptability in Knowledge and Safety with DuET-PD.
CoRR
Bryan Chen Zhengyu Tan, Daniel Wai Kit Chin, Zhengyuan Liu, Nancy F. Chen, Roy Ka-Wei Lee
2025 A* conf
Preference Optimization for Reasoning with Pseudo Feedback.
ICLR
Fangkai Jiao, Geyang Guo, Xingxing Zhang, Nancy F. Chen, Shafiq Joty, Furu Wei
2025 J jnl
Prompt-Unseen-Emotion: Mixed Emotional Speech Synthesis With Prompt-LLM Contextual Knowledge.
IEEE Signal Process. Lett.
Xiaoxue Gao, Huayun Zhang, Nancy F. Chen
2025 J jnl
Prompt-Unseen-Emotion: Zero-shot Expressive Speech Synthesis with Prompt-LLM Contextual Knowledge for Mixed Emotions.
CoRR
Xiaoxue Gao, Huayun Zhang, Nancy F. Chen
2025 — conf
Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts.
ACL (Findings)
Quanyu Long, Jianda Chen, Zhengyuan Liu, Nancy F. Chen, Wenya Wang, Sinno Jialin Pan
2025 J jnl
Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts.
CoRR
Quanyu Long, Jianda Chen, Zhengyuan Liu, Nancy F. Chen, Wenya Wang, Sinno Jialin Pan
2025 A conf
Scaling Up Collaborative Dialogue Analysis: An AI-driven Approach to Understanding Dialogue Patterns in Computational Thinking Education.
LAK
Stella Xin Yin, Zhengyuan Liu, Dion Hoe-Lian Goh, Choon Lang Quek, Nancy F. Chen
2025 — conf
SingaKids: A Multilingual Multimodal Dialogic Tutor for Language Learning.
ACL (6)
Zhengyuan Liu, Geyu Lin, Hui Li Tan, Huayun Zhang, Yanfeng Lu, Xiaoxue Gao, Stella Xin Yin, He Sun, Hock Huan Goh, Lung-Hsiang Wong, Nancy F. Chen
2025 J jnl
SingaKids: A Multilingual Multimodal Dialogic Tutor for Language Learning.
CoRR
Zhengyuan Liu, Geyu Lin, Hui Li Tan, Huayun Zhang, Yanfeng Lu, Xiaoxue Gao, Stella Xin Yin, He Sun, Hock Huan Goh, Lung-Hsiang Wong, Nancy F. Chen
2025 C conf
Speech in-context learning of paralinguistic tasks.
ASRU
Jeremy H. M. Wong, Muhammad Huzaifah, Nancy F. Chen, Ai Ti Aw
2025 J jnl
The Imperfect Learner: Incorporating Developmental Trajectories in Memory-based Student Simulation.
CoRR
Zhengyuan Liu, Stella Xin Yin, Bryan Chen Zhengyu Tan, Roy Ka-Wei Lee, Guimei Liu, Dion Hoe-Lian Goh, Wenya Wang, Nancy F. Chen
2025 J jnl
Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems.
CoRR
Chengwei Wei, Bin Wang, Jung-Jae Kim, Nancy F. Chen
2025 J jnl
Transformer-based document-level discourse processing: Exploiting prior language knowledge and hierarchical parsing.
Comput. Speech Lang.
Zhengyuan Liu, Ke Shi, Nancy F. Chen
2025 — conf
What Makes a Good Natural Language Prompt?
ACL (1)
Do Xuan Long, Duy Dinh, Ngoc-Hai Nguyen, Kenji Kawaguchi, Nancy F. Chen, Shafiq Joty, Min-Yen Kan
2025 J jnl
What Makes a Good Natural Language Prompt?
CoRR
Do Xuan Long, Duy Dinh, Ngoc-Hai Nguyen, Kenji Kawaguchi, Nancy F. Chen, Shafiq Joty, Min-Yen Kan
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
Bounded Gaussian process with multiple outputs and ensemble combination.
CAI
Jeremy H. M. Wong, Huayun Zhang, Nancy F. Chen
2024 J jnl
CRAFT: Extracting and Tuning Cultural Instructions from the Wild.
CoRR
Bin Wang, Geyu Lin, Zhengyuan Liu, Chengwei Wei, Nancy F. Chen
2024 J jnl
CoinMath: Harnessing the Power of Coding Instruction for Math LLMs.
CoRR
Chengwei Wei, Bin Wang, Jung-Jae Kim, Guimei Liu, Nancy F. Chen
2024 — conf
Context Aggregation with Topic-focused Summarization for Personalized Medical Dialogue Generation.
ClinicalNLP@NAACL
Zhengyuan Liu, Siti Umairah Md. Salleh, Pavitra Krishnaswamy, Nancy F. Chen
2024 J jnl
CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment.
CoRR
Geyu Lin, Bin Wang, Zhengyuan Liu, Nancy F. Chen
2024 A conf
Dataset-Distillation Generative Model for Speech Emotion Recognition.
INTERSPEECH
Fabian Ritter Gutierrez, Kuan-Po Huang, Jeremy H. M. Wong, Dianwen Ng, Hung-yi Lee, Nancy F. Chen, Eng Siong Chng
2024 J jnl
Dataset-Distillation Generative Model for Speech Emotion Recognition.
CoRR
Fabian Ritter Gutierrez, Kuan-Po Huang, Jeremy H. M. Wong, Dianwen Ng, Hung-yi Lee, Nancy F. Chen, Eng Siong Chng
2024 J jnl
Decompose and Aggregate: A Step-by-Step Interpretable Evaluation Framework.
CoRR
Minzhi Li, Zhengyuan Liu, Shumin Deng, Shafiq Joty, Nancy F. Chen, Min-Yen Kan
2024 — conf
Developmental Predictive Coding Model for Early Infancy Mono and Bilingual Vocal Continual Learning.
ICANN (7)
Xiaodan Chen, Alexandre Pitti, Mathias Quoy, Nancy F. Chen
2024 J jnl
Developmental Predictive Coding Model for Early Infancy Mono and Bilingual Vocal Continual Learning.
CoRR
Xiaodan Chen, Alexandre Pitti, Mathias Quoy, Nancy F. Chen
2024 — conf
Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models' Understanding of Discourse Relations.
ACL (1)
Yisong Miao, Hongfu Liu, Wenqiang Lei, Nancy F. Chen, Min-Yen Kan
2024 Misc conf
Distilling Distributional Uncertainty from a Gaussian Process.
ICASSP
Jeremy H. M. Wong, Nancy F. Chen
2024 J jnl
Emo-DPO: Controllable Emotional Speech Synthesis through Direct Preference Optimization.
CoRR
Xiaoxue Gao, Chen Zhang, Yiming Chen, Huayun Zhang, Nancy F. Chen
2024 — conf
Exploring Self-supervised Logic-enhanced Training for Large Language Models.
NAACL-HLT
Fangkai Jiao, Zhiyang Teng, Bosheng Ding, Zhengyuan Liu, Nancy F. Chen, Shafiq Joty
2024 — conf
Granular Change Accuracy: A More Accurate Performance Metric for Dialogue State Tracking.
LREC/COLING
Taha Aksu, Nancy F. Chen
2024 J jnl
Granular Change Accuracy: A More Accurate Performance Metric for Dialogue State Tracking.
CoRR
Taha Aksu, Nancy F. Chen
2024 — conf
In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models.
EMNLP (Findings)
Ayrton San Joaquin, Bin Wang, Zhengyuan Liu, Philippe Muller, Nicholas Asher, Brian Lim, Nancy F. Chen
2024 J jnl
In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models.
CoRR
Ayrton San Joaquin, Bin Wang, Zhengyuan Liu, Nicholas Asher, Brian Lim, Philippe Muller, Nancy F. Chen
2024 J jnl
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs.
CoRR
Xuan Long Do, Ngoc-Hai Nguyen, Tiviatis Sim, Hieu Dao, Shafiq Joty, Kenji Kawaguchi, Nancy F. Chen, Min-Yen Kan
2024 — conf
LOCOST: State-Space Models for Long Document Abstractive Summarization.
EACL (1)
Florian Le Bronnec, Song Duong, Mathieu Ravaut, Alexandre Allauzen, Nancy F. Chen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari
2024 J jnl
LOCOST: State-Space Models for Long Document Abstractive Summarization.
CoRR
Florian Le Bronnec, Song Duong, Mathieu Ravaut, Alexandre Allauzen, Nancy F. Chen, Vincent Guigue, Alberto Lumbreras, Laure Soulier, Patrick Gallinari
2024 A* conf
Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing.
EMNLP
Fangkai Jiao, Chengwei Qin, Zhengyuan Liu, Nancy F. Chen, Shafiq Joty
2024 J jnl
Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing.
CoRR
Fangkai Jiao, Chengwei Qin, Zhengyuan Liu, Nancy F. Chen, Shafiq Joty
2024 J jnl
MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues.
CoRR
Kuluhan Binici, Abhinav Ramesh Kashyap, Viktor Schlegel, Andy T. Liu, Vijay Prakash Dwivedi, Thanh-Tung Nguyen, Xiaoxue Gao, Nancy F. Chen, Stefan Winkler
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
2024 A* conf
Multi-expert Prompting Improves Reliability, Safety and Usefulness of Large Language Models.
EMNLP
Do Xuan Long, Duong Ngoc Yen, Anh Tuan Luu, Kenji Kawaguchi, Min-Yen Kan, Nancy F. Chen
2024 J jnl
Multi-expert Prompting Improves Reliability, Safety, and Usefulness of Large Language Models.
CoRR
Do Xuan Long, Duong Ngoc Yen, Anh Tuan Luu, Kenji Kawaguchi, Min-Yen Kan, Nancy F. Chen
2024 — conf
Noise Robust Distillation of Self-Supervised Speech Models via Correlation Metrics.
ICASSP Workshops
Fabian Ritter Gutierrez, Kuan-Po Huang, Dianwen Ng, Jeremy H. M. Wong, Hung-yi Lee, Eng Siong Chng, Nancy F. Chen
2024 — conf
On Context Utilization in Summarization with Large Language Models.
ACL (1)
Mathieu Ravaut, Aixin Sun, Nancy F. Chen, Shafiq Joty
2024 B conf
Optimizing Code-Switching in Conversational Tutoring Systems: A Pedagogical Framework and Evaluation.
SIGDIAL
Zhengyuan Liu, Stella Xin Yin, Nancy F. Chen
2024 J jnl
PRESENT: Zero-Shot Text-to-Prosody Control.
CoRR
Perry Lam, Huayun Zhang, Nancy F. Chen, Berrak Sisman, Dorien Herremans
2024 A* conf
Personality-aware Student Simulation for Conversational Intelligent Tutoring Systems.
EMNLP
Zhengyuan Liu, Stella Xin Yin, Geyu Lin, Nancy F. Chen
2024 J jnl
Personality-aware Student Simulation for Conversational Intelligent Tutoring Systems.
CoRR
Zhengyuan Liu, Stella Xin Yin, Geyu Lin, Nancy F. Chen
2024 J jnl
Preference Optimization for Reasoning with Pseudo Feedback.
CoRR
Fangkai Jiao, Geyang Guo, Xingxing Zhang, Nancy F. Chen, Shafiq Joty, Furu Wei
2024 — conf
Prompt Optimization via Adversarial In-Context Learning.
ACL (1)
Do Xuan Long, Yiran Zhao, Hannah Brown, Yuxi Xie, James Xu Zhao, Nancy F. Chen, Kenji Kawaguchi, Michael Shieh, Junxian He
2024 — conf
Resilience of Large Language Models for Noisy Instructions.
EMNLP (Findings)
Bin Wang, Chengwei Wei, Zhengyuan Liu, Geyu Lin, Nancy F. Chen
2024 J jnl
Resilience of Large Language Models for Noisy Instructions.
CoRR
Bin Wang, Chengwei Wei, Zhengyuan Liu, Geyu Lin, Nancy F. Chen
2024 C conf
SNIPER Training: Single-Shot Sparse Training for Text-to-Speech.
TENCON
Perry Lam, Huayun Zhang, Nancy F. Chen, Berrak Sisman, Dorien Herremans
2024 — conf
Scaffolding Language Learning via Multi-modal Tutoring Systems with Pedagogical Instructions.
CAI
Zhengyuan Liu, Stella Xin Yin, Carolyn Lee, Nancy F. Chen
2024 J jnl
Scaffolding Language Learning via Multi-modal Tutoring Systems with Pedagogical Instructions.
CoRR
Zhengyuan Liu, Stella Xin Yin, Carolyn Lee, Nancy F. Chen
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
2024 — conf
Semi-Supervised Learning for Robust Speech Evaluation.
SLT
Huayun Zhang, Jeremy H. M. Wong, Geyu Lin, Nancy F. Chen
2024 J jnl
Semi-supervised Learning For Robust Speech Evaluation.
CoRR
Huayun Zhang, Jeremy H. M. Wong, Geyu Lin, Nancy F. Chen
2024 — conf
Speech-Mamba: Long-Context Speech Recognition with Selective State Spaces Models.
SLT
Xiaoxue Gao, Nancy F. Chen
2024 J jnl
Speech-Mamba: Long-Context Speech Recognition with Selective State Spaces Models.
CoRR
Xiaoxue Gao, Nancy F. Chen
2023 — conf
Adapter-TST: A Parameter Efficient Method for Multiple-Attribute Text Style Transfer.
EMNLP (Findings)
Zhiqiang Hu, Nancy F. Chen, Roy Ka-Wei Lee
2023 J jnl
Adapter-TST: A Parameter Efficient Method for Multiple-Attribute Text Style Transfer.
CoRR
Zhiqiang Hu, Roy Ka-Wei Lee, Nancy F. Chen
2023 B conf
C3: Compositional Counterfactual Contrastive Learning for Video-grounded Dialogues.
SIGDIAL
Hung Le, Nancy F. Chen, Steven C. H. Hoi
2023 J jnl
ChOiRe: Characterizing and Predicting Human Opinions with Chain of Opinion Reasoning.
CoRR
Xuan Long Do, Kenji Kawaguchi, Min-Yen Kan, Nancy F. Chen
2023 A* conf
CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation.
EMNLP
Minzhi Li, Taiwei Shi, Caleb Ziems, Min-Yen Kan, Nancy F. Chen, Zhengyuan Liu, Diyi Yang
2023 J jnl
CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation.
CoRR
Minzhi Li, Taiwei Shi, Caleb Ziems, Min-Yen Kan, Nancy F. Chen, Zhengyuan Liu, Diyi Yang
2023 J jnl
Controllable Multi-document Summarization: Coverage & Coherence Intuitive Policy with Large Language Model Based Rewards.
CoRR
Litton J. Kurisinkel, Nancy F. Chen
2023 J jnl
Data Science Education: The Signal Processing Perspective [SP Education].
IEEE Signal Process. Mag.
Sharon Gannot, Zheng-Hua Tan, Martin Haardt, Nancy F. Chen, Hoi-To Wai, Ivan Tashev, Walter Kellermann, Justin Dauwels
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 A conf
Distilling knowledge from Gaussian process teacher to neural network student.
INTERSPEECH
Jeremy H. M. Wong, Huayun Zhang, Nancy F. Chen
2023 J jnl
Finite-context Indexing of Restricted Output Space for NLP Models Facing Noisy Input.
CoRR
Minh Nguyen, Nancy F. Chen
2023 — conf
Guiding Computational Stance Detection with Expanded Stance Triangle Framework.
ACL (1)
Zhengyuan Liu, Yong Keong Yap, Hai Leong Chieu, Nancy F. Chen
2023 J jnl
Guiding Computational Stance Detection with Expanded Stance Triangle Framework.
CoRR
Zhengyuan Liu, Yong Keong Yap, Hai Leong Chieu, Nancy F. Chen
2023 — conf
Inclusive AI for Language Learning.
SLaTE
Nancy F. Chen
2023 A* conf
Instructive Dialogue Summarization with Query Aggregations.
EMNLP
Bin Wang, Zhengyuan Liu, Nancy F. Chen
2023 J jnl
Instructive Dialogue Summarization with Query Aggregations.
CoRR
Bin Wang, Zhengyuan Liu, Nancy F. Chen
2023 — conf
Joint Dialogue Topic Segmentation and Categorization: A Case Study on Clinical Spoken Conversations.
EMNLP (Industry Track)
Zhengyuan Liu, Siti Umairah Md. Salleh, Hong Choon Oh, Pavitra Krishnaswamy, Nancy F. Chen
2023 J jnl
LLM Based Multi-Document Summarization Exploiting Main-Event Biased Monotone Submodular Content Extraction.
CoRR
Litton J. Kurisinkel, Nancy F. Chen
2023 J jnl
LogicLLM: Exploring Self-supervised Logic-enhanced Training for Large Language Models.
CoRR
Fangkai Jiao, Zhiyang Teng, Shafiq R. Joty, Bosheng Ding, Aixin Sun, Zhengyuan Liu, Nancy F. Chen
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
Modelling Inter-Rater Uncertainty in Spoken Language Assessment.
IEEE ACM Trans. Audio Speech Lang. Process.
Jeremy Heng Meng Wong, Huayun Zhang, Nancy F. Chen
2023 — conf
Multi-label and Multi-target Sampling of Machine Annotation for Computational Stance Detection.
EMNLP (Findings)
Zhengyuan Liu, Hai Leong Chieu, Nancy F. Chen
2023 J jnl
Multi-label and Multi-target Sampling of Machine Annotation for Computational Stance Detection.
CoRR
Zhengyuan Liu, Hai Leong Chieu, Nancy F. Chen
2023 J jnl
Multiple output samples for each input in a single-output Gaussian process.
CoRR
Jeremy Heng Meng Wong, Huayun Zhang, Nancy F. Chen
2023 J jnl
Noise robust distillation of self-supervised speech models via correlation metrics.
CoRR
Fabian Ritter Gutierrez, Kuan-Po Huang, Dianwen Ng, Jeremy Heng Meng Wong, Hung-yi Lee, Eng Siong Chng, Nancy F. Chen
2023 J jnl
On Position Bias in Summarization with Large Language Models.
CoRR
Mathieu Ravaut, Shafiq Joty, Aixin Sun, Nancy F. Chen
2023 Misc conf
Picking the Underused Heads: A Network Pruning Perspective of Attention Head Selection for Fusing Dialogue Coreference Information.
ICASSP
Zhengyuan Liu, Nancy F. Chen
2023 J jnl
Picking the Underused Heads: A Network Pruning Perspective of Attention Head Selection for Fusing Dialogue Coreference Information.
CoRR
Zhengyuan Liu, Nancy F. Chen
2023 J jnl
Prompt Optimization via Adversarial In-Context Learning.
CoRR
Xuan Long Do, Yiran Zhao, Hannah Brown, Yuxi Xie, James Xu Zhao, Nancy F. Chen, Kenji Kawaguchi, Michael Qizhe Xie, Junxian He
2023 J jnl
PromptSum: Parameter-Efficient Controllable Abstractive Summarization.
CoRR
Mathieu Ravaut, Hailin Chen, Ruochen Zhao, Chengwei Qin, Shafiq Joty, Nancy F. Chen
2023 — conf
Prompter: Zero-shot Adaptive Prefixes for Dialogue State Tracking Domain Adaptation.
ACL (1)
Ibrahim Taha Aksu, Min-Yen Kan, Nancy F. Chen
2023 J jnl
Prompter: Zero-shot Adaptive Prefixes for Dialogue State Tracking Domain Adaptation.
CoRR
Taha Aksu, Min-Yen Kan, Nancy F. Chen
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
2023 — conf
Unsupervised Summarization Re-ranking.
ACL (Findings)
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
2023 C conf
Variational Gaussian Process Data Uncertainty.
ASRU
Jeremy Heng Meng Wong, Huayun Zhang, Nancy F. Chen
2023 J jnl
VerityMath: Advancing Mathematical Reasoning by Self-Verification Through Unit Consistency.
CoRR
Vernon Toh, Ratish Puduppully, Nancy F. Chen
2022 J jnl
A Transformer-based Neural Language Model that Synthesizes Brain Activation Maps from Free-Form Text Queries.
CoRR
Gia H. Ngo, Minh Nguyen, Nancy F. Chen, Mert R. Sabuncu
2022 J jnl
A transformer-Based neural language model that synthesizes brain activation maps from free-form text queries.
Medical Image Anal.
Gia H. Ngo, Minh Nguyen, Nancy F. Chen, Mert R. Sabuncu
2022 J jnl
Are Current Task-oriented Dialogue Systems Able to Satisfy Impolite Users?
CoRR
Zhiqiang Hu, Roy Ka-Wei Lee, Nancy F. Chen
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
Domain-specific Language Pre-training for Dialogue Comprehension on Clinical Inquiry-Answering Conversations.
CoRR
Zhengyuan Liu, Pavitra Krishnaswamy, Nancy F. Chen
2022 A conf
Dynamic Sliding Window Modeling for Abstractive Meeting Summarization.
INTERSPEECH
Zhengyuan Liu, Nancy F. Chen
2022 A conf
EPIC TTS Models: Empirical Pruning Investigations Characterizing Text-To-Speech Models.
INTERSPEECH
Perry Lam, Huayun Zhang, Nancy F. Chen, Berrak Sisman
2022 J jnl
EPIC TTS Models: Empirical Pruning Investigations Characterizing Text-To-Speech Models.
CoRR
Perry Lam, Huayun Zhang, Nancy F. Chen, Berrak Sisman
2022 B conf
Entity-based De-noising Modeling for Controllable Dialogue Summarization.
SIGDIAL
Zhengyuan Liu, Nancy F. Chen
2022 Misc conf
Incremental Context Aware Attentive Knowledge Tracing.
ICASSP
Cheryl Sze Yin Wong, Guo Yang, Nancy F. Chen, Savitha Ramasamy
2022 J jnl
Large-Scale Acoustic Characterization of Singaporean Children's English Pronunciation.
CoRR
Yuling Gu, Nancy F. Chen
2022 — conf
Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer.
NAACL-HLT (Findings)
Zhengyuan Liu, Nancy F. Chen
2022 J jnl
Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer.
CoRR
Zhengyuan Liu, Nancy F. Chen
2022 — conf
Multimodal Dialogue State Tracking.
NAACL-HLT
Hung Le, Nancy F. Chen, Steven C. H. Hoi
2022 J jnl
Multimodal Dialogue State Tracking.
CoRR
Hung Le, Nancy F. Chen, Steven C. H. Hoi
2022 — conf
N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking.
ACL (Findings)
Ibrahim Taha Aksu, Zhengyuan Liu, Min-Yen Kan, Nancy F. Chen
2022 Misc conf
Progressive Continual Learning for Spoken Keyword Spotting.
ICASSP
Yizheng Huang, Nana Hou, Nancy F. Chen
2022 J jnl
Progressive Continual Learning for Spoken Keyword Spotting.
CoRR
Yizheng Huang, Nana Hou, Nancy F. Chen
2022 J jnl
SNIPER Training: Variable Sparsity Rate Training For Text-To-Speech.
CoRR
Perry Lam, Huayun Zhang, Nancy F. Chen, Berrak Sisman, Dorien Herremans
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
2022 — conf
SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization.
ACL (1)
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
2022 J jnl
SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization.
CoRR
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
2022 A* conf
Towards Summary Candidates Fusion.
EMNLP
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
2022 J jnl
Towards Summary Candidates Fusion.
CoRR
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
2022 J jnl
Unsupervised Summarization Re-ranking.
CoRR
Mathieu Ravaut, Shafiq R. Joty, Nancy F. Chen
2022 — conf
VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems.
NAACL-HLT
Hung Le, Nancy F. Chen, Steven C. H. Hoi
2022 A conf
Variations of multi-task learning for spoken language assessment.
INTERSPEECH
Jeremy Heng Meng Wong, Huayun Zhang, Nancy F. Chen
2021 J jnl
A Simple But Effective Approach to n-shot Task-Oriented Dialogue Augmentation.
CoRR
Taha Aksu, Nancy F. Chen, Min-Yen Kan, Zhengyuan Liu
2021 — conf
Analyzing Code Embeddings for Coding Clinical Narratives.
ACL/IJCNLP (Findings)
Wei Shi, Jiewen Wu, Xiwen Yang, Nancy F. Chen, Ivan Ho Mien, Jung-Jae Kim, Pavitra Krishnaswamy
2021 J jnl
C
CoRR
Hung Le, Nancy F. Chen, Steven C. H. Hoi
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 — conf
Controllable Neural Dialogue Summarization with Personal Named Entity Planning.
EMNLP (1)
Zhengyuan Liu, Nancy F. Chen
2021 J jnl
Controllable Neural Dialogue Summarization with Personal Named Entity Planning.
CoRR
Zhengyuan Liu, Nancy F. Chen
2021 B conf
Coreference-Aware Dialogue Summarization.
SIGDIAL
Zhengyuan Liu, Ke Shi, Nancy F. Chen
2021 J jnl
Coreference-Aware Dialogue Summarization.
CoRR
Zhengyuan Liu, Ke Shi, Nancy F. Chen
2021 J jnl
DMRST: A Joint Framework for Document-Level Multilingual RST Discourse Segmentation and Parsing.
CoRR
Zhengyuan Liu, Ke Shi, Nancy F. Chen
2021 J jnl
Domain-Shift Conditioning Using Adaptable Filtering Via Hierarchical Embeddings for Robust Chinese Spell Check.
IEEE ACM Trans. Audio Speech Lang. Process.
Minh Nguyen, Gia H. Ngo, Nancy F. Chen
2021 J jnl
Dynamic Sliding Window for Meeting Summarization.
CoRR
Zhengyuan Liu, Nancy F. Chen
2021 A* conf
Have We Solved The Hard Problem? It's Not Easy! Contextual Lexical Contrast as a Means to Probe Neural Coherence.
AAAI
Wenqiang Lei, Yisong Miao, Runpeng Xie, Bonnie Webber, Meichun Liu, Tat-Seng Chua, Nancy F. Chen
2021 J jnl
Improving Multi-Party Dialogue Discourse Parsing via Domain Integration.
CoRR
Zhengyuan Liu, Nancy F. Chen
2021 A* conf
Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues.
ICLR
Hung Le, Nancy F. Chen, Steven C. H. Hoi
2021 J jnl
Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues.
CoRR
Hung Le, Nancy F. Chen, Steven C. H. Hoi
2021 A conf
Multilingual Speech Evaluation: Case Studies on English, Malay and Tamil.
Interspeech
Huayun Zhang, Ke Shi, Nancy F. Chen
2021 J jnl
Multilingual Speech Evaluation: Case Studies on English, Malay and Tamil.
CoRR
Huayun Zhang, Ke Shi, Nancy F. Chen
2021 Misc conf
Senone-Aware Adversarial Multi-Task Training for Unsupervised Child to Adult Speech Adaptation.
ICASSP
Richeng Duan, Nancy F. Chen
2021 J jnl
Senone-aware Adversarial Multi-task Training for Unsupervised Child to Adult Speech Adaptation.
CoRR
Richeng Duan, Nancy F. Chen
2021 — conf
Text2Brain: Synthesis of Brain Activation Maps from Free-Form Text Query.
MICCAI (7)
Gia H. Ngo, Minh Nguyen, Nancy F. Chen, Mert R. Sabuncu
2021 J jnl
Text2Brain: Synthesis of Brain Activation Maps from Free-form Text Query.
CoRR
Gia H. Ngo, Minh Nguyen, Nancy F. Chen, Mert R. Sabuncu
2021 J jnl
VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks.
CoRR
Hung Le, Nancy F. Chen, Steven C. H. Hoi
2021 B conf
Velocidapter: Task-oriented Dialogue Comprehension Modeling Pairing Synthetic Text Generation with Domain Adaptation.
SIGDIAL
Taha Aksu, Zhengyuan Liu, Min-Yen Kan, Nancy F. Chen
2021 A conf
WittyKiddy: Multilingual Spoken Language Learning for Kids.
Interspeech
Ke Shi, Kye Min Tan, Huayun Zhang, Siti Umairah Md. Salleh, Shikang Ni, Nancy F. Chen
2020 J jnl
Adaptable Filtering using Hierarchical Embeddings for Chinese Spell Check.
CoRR
Minh Nguyen, Gia H. Ngo, Nancy F. Chen
2020 J jnl
An End-to-End Document-Level Neural Discourse Parser Exploiting Multi-Granularity Representations.
CoRR
Ke Shi, Zhengyuan Liu, Nancy F. Chen
2020 — conf
BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues.
EMNLP (1)
Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi
2020 J jnl
BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues.
CoRR
Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi
2020 A conf
Characterization of Singaporean Children's English: Comparisons to American and British Counterparts Using Archetypal Analysis.
INTERSPEECH
Yuling Gu, Nancy F. Chen
2020 A conf
Computer-Assisted Language Learning System: Automatic Speech Evaluation for Children Learning Malay and Tamil.
INTERSPEECH
Ke Shi, Kye Min Tan, Richeng Duan, Siti Umairah Md. Salleh, Nur Farah Ain Suhaimi, Rajan Vellu, Ngoc Thuy Huong Helen Thai, Nancy F. Chen
2020 — conf
Conditional Neural Generation using Sub-Aspect Functions for Extractive News Summarization.
EMNLP (Findings)
Zhengyuan Liu, Ke Shi, Nancy F. Chen
2020 J jnl
Conditional Neural Generation using Sub-Aspect Functions for Extractive News Summarization.
CoRR
Zhengyuan Liu, Ke Shi, Nancy F. Chen
2020 — ch.
Explanations in Predictive Analytics: Case Studies.
Knowledge Graphs for eXplainable Artificial Intelligence
Jiewen Wu, Minh Nguyen, Gia H. Ngo, Nancy F. Chen
2020 J jnl
Hierarchical Character Embeddings: Learning Phonological and Semantic Representations in Languages of Logographic Origin Using Recursive Neural Networks.
IEEE ACM Trans. Audio Speech Lang. Process.
Minh Nguyen, Gia H. Ngo, Nancy F. Chen
2020 J jnl
Hierarchical multimodal attention for end-to-end audio-visual scene-aware dialogue response generation.
Comput. Speech Lang.
Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi
2020 B conf
Multilingual Neural RST Discourse Parsing.
COLING
Zhengyuan Liu, Ke Shi, Nancy F. Chen
2020 J jnl
Multilingual Neural RST Discourse Parsing.
CoRR
Zhengyuan Liu, Ke Shi, Nancy F. Chen
2020 J jnl
Multimodal Transformer with Pointer Network for the DSTC8 AVSD Challenge.
CoRR
Hung Le, Nancy F. Chen
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
2020 — conf
UniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues.
EMNLP (1)
Hung Le, Doyen Sahoo, Chenghao Liu, Nancy F. Chen, Steven C. H. Hoi
2020 J jnl
UniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues.
CoRR
Hung Le, Doyen Sahoo, Chenghao Liu, Nancy F. Chen, Steven C. H. Hoi
2020 A conf
Unsupervised Feature Adaptation Using Adversarial Multi-Task Training for Automatic Evaluation of Children's Speech.
INTERSPEECH
Richeng Duan, Nancy F. Chen
2020 A* conf
Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences.
ACL
Yi Tay, Donovan Ong, Jie Fu, Alvin Chan, Nancy F. Chen, Anh Tuan Luu, Chris Pal
2019 — conf
Acoustic Characterization of Singaporean Children's English: Comparisons to American and British Counterparts.
WNLP@ACL
Yuling Gu, Nancy F. Chen
2019 — conf
Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring.
NAACL-HLT (2)
Zhengyuan Liu, Jia Hui Hazel Lim, Nur Farah Ain Binte Sahimi, Shao Chuen Tong, Sharon Ong, Angela Ng, Sheldon Lee Shao Guang, Michael Ross Macdonald, Savitha Ramasamy, Pavitra Krishnaswamy, Wai Leng Chow, Nancy F. Chen
2019 J jnl
Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring.
CoRR
Zhengyuan Liu, Jia Hui Hazel Lim, Nur Farah Ain Binte Sahimi, Shao Chuen Tong, Sharon Ong, Angela Ng, Sheldon Lee Shao Guang, Michael Ross Macdonald, Savitha Ramasamy, Pavitra Krishnaswamy, Wai Leng Chow, Nancy F. Chen
2019 J jnl
Hierarchical Character Embeddings: Learning Phonological and Semantic Representations in Languages of Logographic Origin using Recursive Neural Networks.
CoRR
Minh Nguyen, Gia H. Ngo, Nancy F. Chen
2019 J jnl
Improving Mispronunciation Detection of Mandarin Tones for Non-Native Learners With Soft-Target Tone Labels and BLSTM-Based Deep Tone Models.
IEEE ACM Trans. Audio Speech Lang. Process.
Wei Li, Nancy F. Chen, Sabato Marco Siniscalchi, Chin-Hui Lee
2019 — conf
Isolating the Effects of Modeling Recursive Structures: A Case Study in Pronunciation Prediction of Chinese Characters.
WNLP@ACL
Minh Nguyen, Gia H. Ngo, Nancy F. Chen
2019 C conf
Joint Learning of Word and Label Embeddings for Sequence Labelling in Spoken Language Understanding.
ASRU
Jiewen Wu, Luis Fernando D'Haro, Nancy F. Chen, Pavitra Krishnaswamy, Rafael E. Banchs
2019 J jnl
Joint Learning of Word and Label Embeddings for Sequence Labelling in Spoken Language Understanding.
CoRR
Jiewen Wu, Luis Fernando D'Haro, Nancy F. Chen, Pavitra Krishnaswamy, Rafael E. Banchs
2019 — conf
Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems.
ACL (1)
Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi
2019 J jnl
Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems.
CoRR
Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C. H. Hoi
2019 J jnl
Phonology-Augmented Statistical Framework for Machine Transliteration Using Limited Linguistic Resources.
IEEE ACM Trans. Audio Speech Lang. Process.
Hoang Gia Ngo, Minh Nguyen, Nancy F. Chen
2019 — conf
Reading Turn by Turn: Hierarchical Attention Architecture for Spoken Dialogue Comprehension.
ACL (1)
Zhengyuan Liu, Nancy F. Chen
2019 — conf
Reranking of Responses Using Transfer Learning for a Retrieval-Based Chatbot.
IWSDS
Ibrahim Taha Aksu, Nancy F. Chen, Luis Fernando D'Haro, Rafael E. Banchs
2019 — conf
Set to Ordered Text: Generating Discharge Instructions from Medical Billing Codes.
EMNLP/IJCNLP (1)
Litton J. Kurisinkel, Nancy F. Chen
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
2018 — conf
Attention-based Semantic Priming for Slot-filling.
NEWS@ACL
Jiewen Wu, Rafael E. Banchs, Luis Fernando D'Haro, Pavitra Krishnaswamy, Nancy F. Chen
2018 Misc conf
Improving Mandarin Tone Mispronunciation Detection for Non-Native Learners with Soft-Target Tone Labels and BLSTM-Based Deep Models.
ICASSP
Wei Li, Nancy F. Chen, Sabato Marco Siniscalchi, Chin-Hui Lee
2018 J jnl
Improving Mandarin Tone Recognition Based on DNN by Combining Acoustic and Articulatory Features Using Extended Recognition Networks.
J. Signal Process. Syst.
Ju Lin, Wei Li, Yingming Gao, Yanlu Xie, Nancy F. Chen, Sabato Marco Siniscalchi, Jinsong Zhang, Chin-Hui Lee
2018 A* conf
Multimodal neural pronunciation modeling for spoken languages with logographic origin.
EMNLP
Minh Nguyen, Hoang Gia Ngo, Nancy F. Chen
2018 J jnl
Multimodal neural pronunciation modeling for spoken languages with logographic origin.
CoRR
Minh Nguyen, Hoang Gia Ngo, Nancy F. Chen
2018 J jnl
Multitask Learning for Phone Recognition of Underresourced Languages Using Mismatched Transcription.
IEEE ACM Trans. Audio Speech Lang. Process.
Van Hai Do, Nancy F. Chen, Boon Pang Lim, Mark A. Hasegawa-Johnson
2018 — conf
NEWS 2018 Whitepaper.
NEWS@ACL
Nancy F. Chen, Xiangyu Duan, Min Zhang, Rafael E. Banchs, Haizhou Li
2018 J jnl
Phonology-Augmented Statistical Framework for Machine Transliteration using Limited Linguistic Resources.
CoRR
Hoang Gia Ngo, Minh Nguyen, Nancy F. Chen
2018 — ed.
Proceedings of the Seventh Named Entities Workshop, NEWS@ACL 2018, Melbourne, Australia, July 20, 2018
NEWS@ACL
Nancy F. Chen, Rafael E. Banchs, Xiangyu Duan, Min Zhang, Haizhou Li
2018 J jnl
Re-ranking spoken term detection with acoustic exemplars of keywords.
Speech Commun.
Van Tung Pham, Haihua Xu, Xiong Xiao, Nancy F. Chen, Eng Siong Chng, Haizhou Li
2018 Misc conf
Recognizing Zero-Resourced Languages Based on Mismatched Machine Transcriptions.
ICASSP
Wenda Chen, Mark Hasegawa-Johnson, Nancy F. Chen
2018 — conf
Report of NEWS 2018 Named Entity Transliteration Shared Task.
NEWS@ACL
Nancy F. Chen, Rafael E. Banchs, Min Zhang, Xiangyu Duan, Haizhou Li
2018 — conf
Statistical Machine Transliteration Baselines for NEWS 2018.
NEWS@ACL
Snigdha Singhania, Minh Nguyen, Hoang Gia Ngo, Nancy F. Chen
2018 A conf
Topic and Keyword Identification for Low-resourced Speech Using Cross-Language Transfer Learning.
INTERSPEECH
Wenda Chen, Mark Hasegawa-Johnson, Nancy F. Chen
2017 J jnl
ASR for Under-Resourced Languages From Probabilistic Transcription.
IEEE ACM Trans. Audio Speech Lang. Process.
Mark A. Hasegawa-Johnson, Preethi Jyothi, Daniel McCloy, Majid Mirbagheri, Giovanni M. Di Liberto, Amit Das, Bradley Ekin, Chunxi Liu, Vimal Manohar, Hao Tang, Edmund C. Lalor, Nancy F. Chen, Paul Hager, Tyler Kekona, Rose Sloan, Adrian K. C. Lee
2017 Misc conf
Efficient methods to train multilingual bottleneck feature extractors for low resource keyword search.
ICASSP
Chongjia Ni, Cheung-Chi Leung, Lei Wang, Nancy F. Chen, Bin Ma
2017 A conf
Improving Mispronunciation Detection for Non-Native Learners with Multisource Information and LSTM-Based Deep Models.
INTERSPEECH
Wei Li, Nancy F. Chen, Sabato Marco Siniscalchi, Chin-Hui Lee
2017 J jnl
Introduction to the Special Issue on End-to-End Speech and Language Processing.
IEEE J. Sel. Top. Signal Process.
Bhuvana Ramabhadran, Nancy F. Chen, Mary P. Harper, Brian Kingsbury, Kate M. Knill
2017 — conf
Low-resource spoken keyword search strategies in georgian inspired by distinctive feature theory.
APSIPA
Nancy F. Chen, Boon Pang Lim, Van Hai Do, Van Tung Pham, Chongjia Ni, Haihua Xu, Mark Hasegawa-Johnson, Wenda Chen, Xiong Xiao, Sunil Sivadas, Eng Siong Chng, Bin Ma, Haizhou Li
2017 A conf
Mismatched Crowdsourcing from Multiple Annotator Languages for Recognizing Zero-Resourced Languages: A Nullspace Clustering Approach.
INTERSPEECH
Wenda Chen, Mark Hasegawa-Johnson, Nancy F. Chen, Boon Pang Lim
2017 A conf
Multi-Task Learning Using Mismatched Transcription for Under-Resourced Speech Recognition.
INTERSPEECH
Van Hai Do, Nancy F. Chen, Boon Pang Lim, Mark Hasegawa-Johnson
2017 A conf
Multi-Task Learning for Mispronunciation Detection on Singapore Children's Mandarin Speech.
INTERSPEECH
Rong Tong, Nancy F. Chen, Bin Ma
2017 — conf
Pruning Strategies for Partial Search in Spoken Term Detection.
SoICT
Van Tung Pham, Haihua Xu, Xiong Xiao, Nancy F. Chen, Eng Siong Chng
2017 J jnl
Truly Multi-modal YouTube-8M Video Classification with Video, Audio, and Text.
CoRR
Zhe Wang, Kingsley Kuan, Mathieu Ravaut, Gaurav Manek, Sibo Song, Fang Yuan, Kim Seokhwan, Nancy F. Chen, Luis Fernando D'Haro, Anh Tuan Luu, Hongyuan Zhu, Zeng Zeng, Ngai-Man Cheung, Georgios Piliouras, Jie Lin, Vijay Chandrasekhar
2016 J jnl
A Keyword-Aware Language Modeling Approach to Spoken Keyword Search.
J. Signal Process. Syst.
I-Fan Chen, Chongjia Ni, Boon Pang Lim, Nancy F. Chen, Chin-Hui Lee
2016 — conf
A many-to-one phone mapping approach for cross-lingual speech recognition.
RIVF
Van Hai Do, Nancy F. Chen, Boon Pang Lim, Mark Hasegawa-Johnson
2016 A conf
Analysis of Mismatched Transcriptions Generated by Humans and Machines for Under-Resourced Languages.
INTERSPEECH
Van Hai Do, Nancy F. Chen, Boon Pang Lim, Mark Hasegawa-Johnson
2016 — conf
Clustering-based Phonetic Projection in Mismatched Crowdsourcing Channels for Low-resourced ASR.
WSSANLP@COLING
Wenda Chen, Mark Hasegawa-Johnson, Nancy F. Chen, Preethi Jyothi, Lav R. Varshney
2016 — conf
Computer-assisted pronunciation training: From pronunciation scoring towards spoken language learning.
APSIPA
Nancy F. Chen, Haizhou Li
2016 A conf
Context Aware Mispronunciation Detection for Mandarin Pronunciation Training.
INTERSPEECH
Rong Tong, Nancy F. Chen, Bin Ma, Haizhou Li
2016 Misc conf
Cross-lingual deep neural network based submodular unbiased data selection for low-resource keyword search.
ICASSP
Chongjia Ni, Cheung-Chi Leung, Lei Wang, Haibo Liu, Feng Rao, Li Lu, Nancy F. Chen, Bin Ma, Haizhou Li
2016 A conf
Detecting Mispronunciations of L2 Learners and Providing Corrective Feedback Using Knowledge-Guided and Data-Driven Decision Trees.
INTERSPEECH
Wei Li, Kehuang Li, Sabato Marco Siniscalchi, Nancy F. Chen, Chin-Hui Lee
2016 Misc conf
Exemplar-inspired strategies for low-resource spoken keyword search in Swahili.
ICASSP
Nancy F. Chen, Van Tung Pham, Haihua Xu, Xiong Xiao, Van Hai Do, Chongjia Ni, I-Fan Chen, Sunil Sivadas, Chin-Hui Lee, Eng Siong Chng, Bin Ma, Haizhou Li
2016 Misc conf
Improving non-native mispronunciation detection and enriching diagnostic feedback with DNN-based speech attribute modeling.
ICASSP
Wei Li, Sabato Marco Siniscalchi, Nancy F. Chen, Chin-Hui Lee
2016 Misc conf
Keyword search using query expansion for graph-based rescoring of hypothesized detections.
ICASSP
Van Tung Pham, Haihua Xu, Xiong Xiao, Nancy F. Chen, Eng Siong Chng, Haizhou Li
2016 J jnl
Large-scale characterization of non-native Mandarin Chinese spoken by speakers of European origin: Analysis on iCALL.
Speech Commun.
Nancy F. Chen, Darren Wee, Rong Tong, Bin Ma, Haizhou Li
2016 — conf
Mismatched Crowdsourcing based Language Perception for Under-resourced Languages.
SLTU
Wenda Chen, Mark Hasegawa-Johnson, Nancy F. Chen
2016 A conf
Perception of Tone in Whispered Mandarin Sentences: The Case for Singapore Mandarin.
INTERSPEECH
Yuling Gu, Boon Pang Lim, Nancy F. Chen
2016 Misc conf
Personalized mispronunciation detection and diagnosis based on unsupervised error pattern discovery.
ICASSP
Ann Lee, Nancy F. Chen, James R. Glass
2016 — conf
Regulating Orthography-Phonology Relationship for English to Thai Transliteration.
NEWS@ACM
Binh Minh Nguyen, Hoang Gia Ngo, Nancy F. Chen
2016 A conf
Rescoring Hypothesized Detections of Out-of-Vocabulary Keywords Using Subword Samples.
INTERSPEECH
Van Tung Pham, Haihua Xu, Xiong Xiao, Nancy F. Chen, Eng Siong Chng, Haizhou Li
2016 A conf
SingaKids-Mandarin: Speech Corpus of Singaporean Children Speaking Mandarin Chinese.
INTERSPEECH
Nancy F. Chen, Rong Tong, Darren Wee, Pei Xuan Lee, Bin Ma, Haizhou Li
2016 — conf
Speech recognition of under-resourced languages using mismatched transcriptions.
IALP
Van Hai Do, Nancy F. Chen, Boon Pang Lim, Mark Hasegawa-Johnson
2016 — conf
Using tone-based extended recognition network to detect non-native Mandarin tone mispronunciations.
APSIPA
Wei Li, Sabato Marco Siniscalchi, Nancy F. Chen, Chin-Hui Lee
2015 Misc conf
A keyword-aware grammar framework for LVCSR-based spoken keyword search.
ICASSP
I-Fan Chen, Chongjia Ni, Boon Pang Lim, Nancy F. Chen, Chin-Hui Lee
2015 — conf
Corpus-based pronunciation variation rule analysis for singapore English.
SLaTE
Wenda Chen, Nancy F. Chen, Boon Pang Lim, Bin Ma
2015 A conf
Goodness of tone (GOT) for non-native Mandarin tone recognition.
INTERSPEECH
Rong Tong, Nancy F. Chen, Bin Ma, Haizhou Li
2015 Misc conf
Low-resource keyword search strategies for tamil.
ICASSP
Nancy F. Chen, Chongjia Ni, I-Fan Chen, Sunil Sivadas, Van Tung Pham, Haihua Xu, Xiong Xiao, Tze Siong Lau, Su Jun Leow, Boon Pang Lim, Cheung-Chi Leung, Lei Wang, Chin-Hui Lee, Alvina Goh, Engsiong Chng, Bin Ma, Haizhou Li
2015 A conf
Phonology-augmented statistical transliteration for low-resource languages.
INTERSPEECH
Hoang Gia Ngo, Nancy F. Chen, Binh Minh Nguyen, Bin Ma, Haizhou Li
2015 Misc conf
Tokenizing fundamental frequency variation for Mandarin tone error detection.
ICASSP
Rong Tong, Nancy F. Chen, Boon Pang Lim, Bin Ma, Haizhou Li
2015 Misc conf
Unsupervised data selection and word-morph mixed language model for tamil low-resource keyword search.
ICASSP
Chongjia Ni, Cheung-Chi Leung, Lei Wang, Nancy F. Chen, Bin Ma
2015 A conf
iCALL corpus: Mandarin Chinese spoken by non-native speakers of European descent.
INTERSPEECH
Nancy F. Chen, Rong Tong, Darren Wee, Pei Xuan Lee, Bin Ma, Haizhou Li
2014 A conf
A keyword-boosted sMBR criterion to enhance keyword search performance in deep neural network based acoustic modeling.
INTERSPEECH
I-Fan Chen, Nancy F. Chen, Chin-Hui Lee
2014 A conf
A minimal-resource transliteration framework for vietnamese.
INTERSPEECH
Hoang Gia Ngo, Nancy F. Chen, Sunil Sivadas, Bin Ma, Haizhou Li
2014 — conf
A novel keyword+LVCSR-filler based grammar network representation for spoken keyword search.
ISCSLP
I-Fan Chen, Chongjia Ni, Boon Pang Lim, Nancy F. Chen, Chin-Hui Lee
2014 A conf
A whispered Mandarin corpus for speech technology applications.
INTERSPEECH
Pei Xuan Lee, Darren Wee, Hilary Si Yin Toh, Boon Pang Lim, Nancy F. Chen, Bin Ma
2014 J jnl
Characterizing Phonetic Transformations and Acoustic Differences Across English Dialects.
IEEE ACM Trans. Audio Speech Lang. Process.
Nancy F. Chen, Sharon W. Tam, Wade Shen, Joseph P. Campbell
2014 Misc conf
Discriminative score normalization for keyword search decision.
ICASSP
Van Tung Pham, Haihua Xu, Nancy F. Chen, Sunil Sivadas, Boon Pang Lim, Engsiong Chng, Haizhou Li
2014 — conf
Multiple time-span feature fusion for deep neural network modeling.
ISCSLP
Chongjia Ni, Nancy F. Chen, Bin Ma
2014 Misc conf
Strategies for Vietnamese keyword search.
ICASSP
Nancy F. Chen, Sunil Sivadas, Boon Pang Lim, Hoang Gia Ngo, Haihua Xu, Van Tung Pham, Bin Ma, Haizhou Li
2014 Misc conf
Subspace Gaussian mixture model for computer-assisted language learning.
ICASSP
Rong Tong, Boon Pang Lim, Nancy F. Chen, Bin Ma, Haizhou Li
2014 — conf
System and keyword dependent fusion for spoken term detection.
SLT
Van Tung Pham, Nancy F. Chen, Sunil Sivadas, Haihua Xu, I-Fan Chen, Chongjia Ni, Engsiong Chng, Haizhou Li
2013 A conf
Large-scale characterization of Mandarin pronunciation errors made by native speakers of European languages.
INTERSPEECH
Nancy F. Chen, Vivaek Shivakumar, Mahesh Harikumar, Bin Ma, Haizhou Li
2013 Misc conf
Minimal-resource phonetic language models to summarize untranscribed speech.
ICASSP
Nancy F. Chen, Bin Ma, Haizhou Li
2012 A conf
Analyzing and Interpreting Automatically Learned Rules Across Dialects.
INTERSPEECH
Nancy F. Chen, Wade Shen, Joseph P. Campbell
2011 A conf
Characterizing Deletion Transformations Across Dialects Using a Sophisticated Tying Mechanism.
INTERSPEECH
Nancy F. Chen, Wade Shen, Joseph P. Campbell
2011 Misc conf
Informative dialect recognition using context-dependent pronunciation modeling.
ICASSP
Nancy F. Chen, Wade Shen, Joseph P. Campbell, Pedro A. Torres-Carrasquillo
2010 Misc conf
A linguistically-informative approach to dialect recognition using dialect-discriminating context-dependent phonetic models.
ICASSP
Nancy F. Chen, Wade Shen, Joseph P. Campbell
2009 A conf
Large-scale analysis of formant frequency estimation variability in conversational telephone speech.
INTERSPEECH
Nancy F. Chen, Wade Shen, Joseph P. Campbell, Reva Schwartz
2008 A conf
Dialect recognition using adapted phonetic models.
INTERSPEECH
Wade Shen, Nancy F. Chen, Douglas A. Reynolds