Benfeng Xu

Zhejiang Chinese Medical University — China

Computer Science · Physical Sciences

9h-index645citations36works1.32yr avg
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Research Topics

Topic Modeling(20), Natural Language Processing Techniques(16), Advanced Text Analysis Techniques(5), Multimodal Machine Learning Applications(3), Intelligent Tutoring Systems and Adaptive Learning(3)

Publications36 total

MIRROR: Multi-agent Intra- and Inter-Reflection for Optimized Reasoning in Tool Learning
2025
PromptMetric: Prompt Recipe as an Automatic Metric for Evaluating Open-domain Question Answering Systems
2025
DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents
ArXiv.org·2025· 1 citedOpen Access
From Real to Synthetic: Synthesizing Millions of Diversified and Complicated User Instructions with Attributed Grounding
arXiv (Cornell University)·2025Open Access
Rationales Are Not Silver Bullets: Measuring the Impact of Rationales on Model Performance and Reliability
arXiv (Cornell University)·2025Open Access
MIRROR: Multi-agent Intra- and Inter-Reflection for Optimized Reasoning in Tool Learning
arXiv (Cornell University)·2025Open Access
Training LLM-Based Agents with Synthetic Self-Reflected Trajectories and Partial Masking
arXiv (Cornell University)·2025Open Access
Automated Creativity Evaluation for Large Language Models: A Reference-Based Approach
arXiv (Cornell University)·2025Open Access
The relationship between epigenetic biomarkers and the risk of diabetes and cancer: a machine learning modeling approach
Frontiers in Public Health·2025· 5 citedOpen Access
Automated Creativity Evaluation for Large Language Models: A Reference-Based Approach
2025Open Access
Rationales Are Not Silver Bullets: Measuring the Impact of Rationales on Model Performance and Reliability
2025Open Access
From Real to Synthetic: Synthesizing Millions of Diversified and Complicated User Instructions with Attributed Grounding
2025Open Access
EHealth: A Chinese Biomedical Language Model Built via Multi-Level Text Discrimination
IEEE Transactions on Audio Speech and Language Processing·2025· 1 cited
Benchmarking Large Language Models on Controllable Generation under Diversified Instructions
Proceedings of the AAAI Conference on Artificial Intelligence·2024· 8 citedOpen Access
Benchmarking Large Language Models on Controllable Generation under Diversified Instructions
arXiv (Cornell University)·2024· 2 citedOpen Access
Curriculum Learning Driven Domain Adaptation for Low-Resource Machine Reading Comprehension
IEEE Signal Processing Letters·2024
Disentangled Learning with Synthetic Parallel Data for Text Style Transfer
2024· 3 citedOpen Access
USTC-BUPT at SemEval-2024 Task 8: Enhancing Machine-Generated Text Detection via Domain Adversarial Neural Networks and LLM Embeddings
2024· 4 citedOpen Access
KNN-Instruct: Automatic Instruction Construction with K Nearest Neighbor Deduction
2024Open Access
On the Calibration of Large Language Models and Alignment
arXiv (Cornell University)·2023· 1 citedOpen Access
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Frequent Co-authors

Zhendong Mao(29), Yongdong Zhang(10), Chiwei Zhu(9), Quan Wang(8), Yajuan Lyu(7), Quan Wang(7), Licheng Zhang(4), Zikang Guo(4), Yong Zhu(3), Junyang Lin(3), Quan Wang(3), Songtai Dai(3), Chang Zhou(3), Keming Lu(2), Shengguang Wu(2), Yang An(2), Chang Zhou(2), Wei Tang(2), Yuyue Zhao(2), Yifeng Liu(2)