Towards Data Distillation for End-to-end Spoken Conversational Question Answering. - Chenyu You; Nuo Chen 001; Fenglin Liu; Dongchao Yang; Yuexian Zou (CoRR, 2020)

Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering. - Chenyu You; Nuo Chen 001; Yuexian Zou (EMNLP (Findings), 2021)

Adaptive Bi-Directional Attention: Exploring Multi-Granularity Representations for Machine Reading Comprehension. - Nuo Chen 001; Fenglin Liu; Chenyu You; Peilin Zhou; Yuexian Zou (ICASSP, 2021)

Knowledge Distillation for Improved Accuracy in Spoken Question Answering. - Chenyu You; Nuo Chen 001; Yuexian Zou (ICASSP, 2021)

MRD-Net: Multi-Modal Residual Knowledge Distillation for Spoken Question Answering. - Chenyu You; Nuo Chen 001; Yuexian Zou (IJCAI, 2021)

Self-Supervised Dialogue Learning for Spoken Conversational Question Answering. - Nuo Chen 001; Chenyu You; Yuexian Zou (Interspeech, 2021)

Text Anchor Based Metric Learning for Small-Footprint Keyword Spotting. - Li Wang; Rongzhi Gu; Nuo Chen 001; Yuexian Zou (Interspeech, 2021)

Contextualized Attention-Based Knowledge Transfer for Spoken Conversational Question Answering. - Chenyu You; Nuo Chen 001; Yuexian Zou (Interspeech, 2021)

From Good to Best: Two-Stage Training for Cross-lingual Machine Reading Comprehension. - Nuo Chen 001; Linjun Shou; Ming Gong 001; Jian Pei 001; Daxin Jiang (CoRR, 2021)

From Good to Best: Two-Stage Training for Cross-Lingual Machine Reading Comprehension. - Nuo Chen 001; Linjun Shou; Ming Gong 001; Jian Pei 001 (AAAI, 2022)

A Transformer-based Threshold-Free Framework for Multi-Intent NLU. - Lisung Chen; Nuo Chen 001; Yuexian Zou; Yong Wang; Xinzhong Sun (COLING, 2022)

Automatic Prosody Annotation with Pre-Trained Text-Speech Model. - Ziqian Dai; Jianwei Yu 001; Yan Wang 060; Nuo Chen 001; Yanyao Bian; Guangzhi Li; Deng Cai 002; Dong Yu 001 (INTERSPEECH, 2022)

Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling. - Nuo Chen 001; Linjun Shou; Ming Gong 001; Jian Pei 001; Daxin Jiang (NAACL-HLT, 2022)

End-to-end Spoken Conversational Question Answering: Task, Dataset and Model. - Chenyu You; Nuo Chen 001; Fenglin Liu; Shen Ge; Xian Wu 001; Yuexian Zou (NAACL-HLT (Findings), 2022)

Exploring and Exploiting Multi-Granularity Representations for Machine Reading Comprehension. - Nuo Chen 001; Chenyu You (CoRR, 2022)

What would Harry say? Building Dialogue Agents for Characters in a Story. - Nuo Chen 001; Yan Wang 060; Haiyun Jiang; Deng Cai 002; Ziyang Chen; Jia Li 009 (CoRR, 2022)

Human Mobility Modeling during the COVID-19 Pandemic via Deep Graph Diffusion Infomax. - Yang Liu 165; Yu Rong 001; Zhuoning Guo; Nuo Chen 001; Tingyang Xu; Fugee Tsung; Jia Li 009 (AAAI, 2023)

FiTs: Fine-Grained Two-Stage Training for Knowledge-Aware Question Answering. - Qichen Ye; Bowen Cao; Nuo Chen 001; Weiyuan Xu; Yuexian Zou (AAAI, 2023)

Alleviating Over-smoothing for Unsupervised Sentence Representation. - Nuo Chen 001; Linjun Shou; Jian Pei 001; Ming Gong 001; Bowen Cao; Jianhui Chang; Jia Li 009; Daxin Jiang (ACL (1), 2023)

Structural Contrastive Pretraining for Cross-Lingual Comprehension. - Nuo Chen 001; Linjun Shou; Tengtao Song; Ming Gong 001; Jian Pei 001; Jianhui Chang; Daxin Jiang; Jia Li 009 (ACL (Findings), 2023)

Natural Response Generation for Chinese Reading Comprehension. - Nuo Chen 001; Hongguang Li; Yinan Bao; Baoyuan Wang; Jia Li 009 (EMNLP (Findings), 2023)

Orca: A Few-shot Benchmark for Chinese Conversational Machine Reading Comprehension. - Nuo Chen 001; Hongguang Li; Junqing He; Yinan Bao; Xinshi Lin; Qi Yang; Jianfeng Liu 002; Ruyi Gan; Jiaxing Zhang 001; Baoyuan Wang; Jia Li 009 (EMNLP (Findings), 2023)

Large Language Models Meet Harry Potter: A Dataset for Aligning Dialogue Agents with Characters. - Nuo Chen 001; Yan Wang 060; Haiyun Jiang; Deng Cai 002; Yuhan Li 001; Ziyang Chen; Longyue Wang; Jia Li 009 (EMNLP (Findings), 2023)

Improving Retrieval-Based Dialogue System Via Syntax-Informed Attention. - Tengtao Song; Nuo Chen 001; Ji Jiang; Zhihong Zhu; Yuexian Zou (ICASSP, 2023)

Bridge the Gap between Language models and Tabular Understanding. - Nuo Chen 001; Linjun Shou; Ming Gong 001; Jian Pei 001; Chenyu You; Jianhui Chang; Daxin Jiang; Jia Li 009 (CoRR, 2023)

Improve Retrieval-based Dialogue System via Syntax-Informed Attention. - Tengtao Song; Nuo Chen 001; Ji Jiang; Zhihong Zhu; Yuexian Zou (CoRR, 2023)

Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations. - Nuo Chen 001; Zinan Zheng; Ning Wu; Linjun Shou; Ming Gong 001; Yangqiu Song; Dongmei Zhang 001; Jia Li 009 (CoRR, 2023)

Is Bigger and Deeper Always Better? Probing LLaMA Across Scales and Layers. - Nuo Chen 001; Ning Wu; Shining Liang; Ming Gong 001; Linjun Shou; Dongmei Zhang 001; Jia Li 009 (CoRR, 2023)

Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations. - Nuo Chen 001; Zinan Zheng; Ning Wu; Ming Gong 001; Dongmei Zhang 001; Jia Li 009 (EMNLP (Findings), 2024)

ControlMath: Controllable Data Generation Promotes Math Generalist Models. - Nuo Chen 001; Ning Wu; Jianhui Chang; Linjun Shou; Jia Li 009 (EMNLP, 2024)

GraphWiz: An Instruction-Following Language Model for Graph Computational Problems. - Nuo Chen 001; Yuhan Li 001; Jianheng Tang; Jia Li 009 (KDD, 2024)

From Good to Great: Improving Math Reasoning with Tool-Augmented Interleaf Prompting. - Nuo Chen 001; Hongguang Li; Baoyuan Wang; Jia Li 009 (CoRR, 2024)

Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term Conversations. - Nuo Chen 001; Hongguang Li; Juhua Huang; Baoyuan Wang; Jia Li 009 (CoRR, 2024)

GraphWiz: An Instruction-Following Language Model for Graph Problems. - Nuo Chen 001; Yuhan Li 001; Jianheng Tang; Jia Li 009 (CoRR, 2024)

ControlMath: Controllable Data Generation Promotes Math Generalist Models. - Nuo Chen 001; Ning Wu; Jianhui Chang; Jia Li 009 (CoRR, 2024)

Revisiting LoRA through the Lens of Parameter Redundancy: Spectral Encoding Helps. - Jiashun Cheng; Aochuan Chen; Nuo Chen 001; Ziqi Gao; Yuhan Li 001; Jia Li 009; Fugee Tsung (ACL (Findings), 2025)

RelEdit: Evaluating Conceptual Knowledge Editing in Language Models via Relational Reasoning. - Yifan Niu; Miao Peng; Nuo Chen 001; Yatao Bian; Tingyang Xu; Jia Li 009 (ACL (Findings), 2025)

Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term Conversations. - Nuo Chen 001; Hongguang Li; Jianhui Chang; Juhua Huang; Baoyuan Wang; Jia Li 009 (COLING, 2025)

StreamRL: Scalable, Heterogeneous, and Elastic RL for LLMs with Disaggregated Stream Generation. - Yinmin Zhong; Zili Zhang; Xiaoniu Song; Hanpeng Hu; Chao Jin; Bingyang Wu; Nuo Chen 001; Yukun Chen; Yu Zhou 010; Changyi Wan; Hongyu Zhou; Yimin Jiang; et al. (CoRR, 2025)