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Shiwen Ni

MoZIP: A Multilingual Benchmark to Evaluate Large Language Models in Intellectual Property
2024 · Shiwen Ni, Minghuan Tan, et al. · Language Resources and Evaluation Conference (LREC) · 6
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Automatic Paper Reviewing with Heterogeneous Graph Reasoning over LLM-Simulated Reviewer-Author Debates
2026 · Shuaimin Li, Liyang Fan, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 1
Layer-wise Regularized Dropout for Neural Language Models
2024 · Shiwen Ni, Min Yang, et al. · Language Resources and Evaluation Conference (LREC) · 1
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Test-Driven Approaches to Software Engineering with Large Language Models: A Survey of Phases, Tasks, and Agent Skills
2026 · Liang, Yunhao, Gan, Chengguang, et al. · arXiv (Cornell University)
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SrDetection: A Self-Referential Framework for Data Leakage Detection in Code Large Language Models
2026 · Shuaimin Li, Liyang Fan, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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CoTJudger: A Graph-Driven Framework for Automatic Evaluation of Chain-of-Thought Efficiency and Redundancy in LRMs
2026 · Siyi Li, Jiajun Shi, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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Beyond Quantity: Trajectory Diversity Scaling for Code Agents
2026 · Guhong Chen, Chenghao Sun, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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Towards IP Intelligence: Benchmarking Large Language Models on Intellectual Property Knowledge and Practice
2026 · Qiyao Wang, Guhong Chen, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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Works count: 8
Citation count: 8
H-index: 1
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