Full-Step-DPO: Self-Supervised Preference Optimization with Step-wise Rewards for Mathematical Reasoning. - Xu, Huimin; Mao, Xin; Li, Feng-Lin; Wu, Xiaobao; Chen, Wang; Zhang, Wei; Luu, Anh Tuan (2025)

SCOPE: Compress Mathematical Reasoning Steps for Efficient Automated Process Annotation. - Xu, Huimin; Mao, Xin; Li, Feng-Lin; Wu, Xiaobao; Chen, Wang; Zhang, Wei; Luu, Anh Tuan (2025)

As Simple as Fine-tuning: LLM Alignment via Bidirectional Negative Feedback Loss. - Mao, Xin; Xu, Huimin; Li, Feng-Lin; Jin, Ziqi; Chen, Wang; Zhang, Wei; Luu, Anh Tuan (2025)

Full-Step-DPO: Self-Supervised Preference Optimization with Step-wise Rewards for Mathematical Reasoning. - Xu, Huimin; Mao, Xin; Li, Feng-Lin; Wu, Xiaobao; Chen, Wang; Zhang, Wei; Luu, Anh Tuan (CoRR, 2025)

SCOPE: Compress Mathematical Reasoning Steps for Efficient Automated Process Annotation. - Xu, Huimin; Mao, Xin; Li, Feng-Lin; Wu, Xiaobao; Chen, Wang; Zhang, Wei; Luu, Anh Tuan (CoRR, 2025)

Don't Forget Your Reward Values: Language Model Alignment via Value-based Calibration. - Mao, Xin; Li, Feng-Lin; Xu, Huimin; Zhang, Wei; Chen, Wang; Luu, Anh Tuan (2024)

Dataset for a requirements modeling language and the Desiree framework. - Li, Feng-Lin; Horkoff, Jennifer; Mylopoulos, John; Borgida, Alexander; Guizzardi, Renata; Guizzardi, Giancarlo; Liu, Lin; Peng, Yi (Zenodo, 2024)

Don't Forget Your Reward Values: Language Model Alignment via Value-based Calibration. - Mao, Xin; Li, Feng-Lin; Xu, Huimin; Zhang, Wei; Luu, Anh Tuan (CoRR, 2024)

As Simple as Fine-tuning: LLM Alignment via Bidirectional Negative Feedback Loss. - Mao, Xin; Li, Feng-Lin; Xu, Huimin; Jin, Ziqi; Zhang, Wei; Chen, Wang; Luu, Anh Tuan (CoRR, 2024)

AMTSS: An Adaptive Multi-Teacher Single-Student Knowledge Distillation Framework For Multilingual Language Inference. - Chen, Qianglong; Ji, Feng; Li, Feng-Lin; Xu, Guohai; Yan, Ming; Zhang, Ji; Zhang, Yin (CoRR, 2023)

DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning. - Chen, Qianglong; Li, Feng-Lin; Xu, Guohai; Yan, Ming; Zhang, Ji; Zhang, Yin (2022)

DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning. - Chen, Qianglong; Li, Feng-Lin; Xu, Guohai; Yan, Ming; Zhang, Ji; Zhang, Yin (CoRR, 2022)

Predict-Then-Decide: A Predictive Approach for Wait or Answer Task in Dialogue Systems. - Lin, Zehao; Cui, Shaobo; Li, Guodun; Kang, Xiaoming; Ji, Feng; Li, Feng-Lin; Zhao, Zhongzhou; Chen, Haiqing; Zhang, Yin (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training. - Jiao, Fangkai; Guo, Yangyang; Niu, Yilin; Ji, Feng; Li, Feng-Lin; Nie, Liqiang (2021)

KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference. - Chen, Qianglong; Ji, Feng; Zeng, Xiangji; Li, Feng-Lin; Zhang, Ji; Chen, Haiqing; Zhang, Yin (2021)

K-AID: Enhancing Pre-trained Language Models with Domain Knowledge for Question Answering. - Sun, Fu; Li, Feng-Lin; Wang, Ruize; Chen, Qianglong; Cheng, Xingyi; Zhang, Ji (2021)

AliMe MKG: A Multi-modal Knowledge Graph for Live-streaming E-commerce. - Xu, Guohai; Chen, Hehong; Li, Feng-Lin; Sun, Fu; Shi, Yunzhou; Zeng, Zhixiong; Zhou, Wei; Zhao, Zhongzhou; Zhang, Ji (2021)

AliMe Avatar: Multi-modal Content Production and Presentation for Live-streaming E-commerce. - Li, Feng-Lin; Zhao, Zhongzhou; Lu, Qin; Lin, Xuming; Chen, Hehong; Chen, Bo; Pu, Liming; Zhang, Jiashuo; Sun, Fu; Liu, Xikai; Xie, Liqun; Huang, Qi; et al. (2021)

AliMe DA: A Data Augmentation Framework for Question Answering in Cold-start Scenarios. - Xu, Guohai; Shao, Yan; Li, Chenliang; Li, Feng-Lin; Bi, Bin; Zhang, Ji; Chen, Haiqing (2021)

REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training. - Jiao, Fangkai; Guo, Yangyang; Niu, Yilin; Ji, Feng; Li, Feng-Lin; Nie, Liqiang (CoRR, 2021)

AliMe MKG: A Multi-modal Knowledge Graph for Live-streaming E-commerce. - Xu, Guohai; Chen, Hehong; Li, Feng-Lin; Sun, Fu; Shi, Yunzhou; Zeng, Zhixiong; Zhou, Wei; Zhao, Zhongzhou; Zhang, Ji (CoRR, 2021)

K-AID: Enhancing Pre-trained Language Models with Domain Knowledge for Question Answering. - Sun, Fu; Li, Feng-Lin; Wang, Ruize; Chen, Qianglong; Cheng, Xingyi; Zhang, Ji (CoRR, 2021)

AliMeKG: Domain Knowledge Graph Construction and Application in E-commerce. - Li, Feng-Lin; Chen, Hehong; Xu, Guohai; Qiu, Tian; Ji, Feng; Zhang, Ji; Chen, Haiqing (2020)

AliMe KG: Domain Knowledge Graph Construction and Application in E-commerce. - Li, Feng-Lin; Chen, Hehong; Xu, Guohai; Qiu, Tian; Ji, Feng; Zhang, Ji; Chen, Haiqing (CoRR, 2020)

AliMe KBQA: Question Answering over Structured Knowledge for E-Commerce Customer Service. - Li, Feng-Lin; Chen, Weijia; Huang, Qi; Guo, Yikun (2019)

Using Event Graph to Improve Question Answering in E-commerce Customer Service. - Li, Feng-Lin; Chen, Kehan; Wan, Yan; Chen, Weijia; Huang, Qi; Guo, Yikun (2019)

AliMe KBQA: Question Answering over Structured Knowledge for E-commerce Customer Service. - Li, Feng-Lin; Chen, Weijia; Huang, Qi; Guo, Yikun (CoRR, 2019)

A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning. - Takanobu, Ryuichi; Huang, Minlie; Zhao, Zhongzhou; Li, Feng-Lin; Chen, Haiqing; Zhu, Xiaoyan; Nie, Liqiang (2018)

AliMe Assist: An Intelligent Assistant for Creating an Innovative E-commerce Experience. - Li, Feng-Lin; Qiu, Minghui; Chen, Haiqing; Wang, Xiongwei; Gao, Xing; Huang, Jun; Ren, Juwei; Zhao, Zhongzhou; Zhao, Weipeng; Wang, Lei; Jin, Guwei; Chu, Wei (CoRR, 2018)

AliMe Chat: A Sequence to Sequence and Rerank based Chatbot Engine. - Qiu, Minghui; Li, Feng-Lin; Wang, Siyu; Gao, Xing; Chen, Yan; Zhao, Weipeng; Chen, Haiqing; Huang, Jun; Chu, Wei (2017)

AliMe Assist : An Intelligent Assistant for Creating an Innovative E-commerce Experience. - Li, Feng-Lin; Qiu, Minghui; Chen, Haiqing; Wang, Xiongwei; Gao, Xing; Huang, Jun; Ren, Juwei; Zhao, Zhongzhou; Zhao, Weipeng; Wang, Lei; Jin, Guwei; Chu, Wei (2017)

Engineering Requirements with Desiree: An Empirical Evaluation. - Li, Feng-Lin; Horkoff, Jennifer; Liu, Lin; Borgida, Alexander; Guizzardi, Giancarlo; Mylopoulos, John (2016)

Similarity-based Reasoning with Quality Goals. - Li, Feng-Lin; Liu, Lin; Mylopoulos, John (2016)

Desiree - a Refinement Calculus for Requirements Engineering. - Li, Feng-Lin; Mylopoulos, John (CoRR, 2016)

Service Intelligence Oriented Distributed Data Stream Integration. - Li, Feng-Lin; Chi, Chi-Hung; Wang, Yue; Liu, Cong (CoRR, 2016)

A Model-based Approach for Effective Service Delivery. - Li, Feng-Lin; Chi, Chi-Hung (CoRR, 2016)

Desiree: a Refinement Calculus for Requirements Problems. - Li, Feng-Lin; Borgida, Alexander; Guizzardi, Giancarlo; Horkoff, Jennifer; Liu, Lin; Mylopoulos, John (CoRR, 2016)

Using Goal Models Downstream: A Systematic Roadmap and Literature Review. - Horkoff, Jennifer; Li, Tong; Li, Feng-Lin; Salnitri, Mattia; Cardoso, Evellin; Giorgini, Paolo; Mylopoulos, John (Int. J. Inf. Syst. Model. Des., 2015)

From Stakeholder Requirements to Formal Specifications Through Refinement. - Li, Feng-Lin; Horkoff, Jennifer; Borgida, Alexander; Guizzardi, Giancarlo; Liu, Lin; Mylopoulos, John (2015)

Evaluating Modeling Languages: An Example from the Requirements Domain. - Horkoff, Jennifer; Aydemir, Fatma Basak; Li, Feng-Lin; Li, Tong; Mylopoulos, John (2014)

An Ontological Interpretation of Non-Functional Requirements. - Guizzardi, Renata S. S.; Li, Feng-Lin; Borgida, Alexander; Guizzardi, Giancarlo; Horkoff, Jennifer; Mylopoulos, John (2014)

Taking goal models downstream: A systematic roadmap. - Horkoff, Jennifer; Li, Tong; Li, Feng-Lin; Salnitri, Mattia; Cardoso, Evellin; Giorgini, Paolo; Mylopoulos, John; Pimentel, João (2014)

Non-functional requirements as qualities, with a spice of ontology. - Li, Feng-Lin; Horkoff, Jennifer; Mylopoulos, John; Guizzardi, Renata S. S.; Guizzardi, Giancarlo; Borgida, Alexander; Liu, Lin (2014)

Requirements-Driven Software Service Evolution. - Li, Feng-Lin (2013)

Non-Functional Requirements Revisited. - Li, Feng-Lin; Horkoff, Jennifer; Mylopoulos, John; Liu, Lin; Borgida, Alexander (2013)

The moderating effect of product knowledge and product involvement on online information search behavior. - Li, Feng-Lin; Zhou, Shasha (2013)

Software Service Evolution: A Requirements Perspective. - Li, Feng-Lin; Liu, Lin; Mylopoulos, John (2012)

Selection Policy of Rescue Servers Based on Workload Characterization of Flash Crowd. - Chi, Chi-Hung; Xu, Shijie; Li, Feng-Lin; Lam, Kwok-Yan (2010)

N-to-1 SOAP Requests Bundling for Efficient Software Service Delivery. - Li, Feng-Lin; Qian, Cheng; Liu, Weiyi; Chi, Chi-Hung (2009)

On Web Service Construction Based on REpresentation State Transfer. - Zhang, Jin; Li, Feng-Lin; Chi, Chi-Hung (2008)