Yanzhen Shen

According to our database, Yanzhen Shen authored at least 10 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

MachineLearningLM: Scaling Many-shot In-context Learning via Continued Pretraining.

Haoyu Dong, Pengkun Zhang, Mingzhe Lu, Yanzhen Shen, Guolin Ke

CoRR, September, 2025

Benchmarking Retrieval-Augmented Generation for Chemistry.

Xianrui Zhong, Bowen Jin, Siru Ouyang, Yanzhen Shen, Qiao Jin, Yin Fang, Zhiyong Lu, Jiawei Han

CoRR, May, 2025

Chain-of-Factors Paper-Reviewer Matching.

Yu Zhang, Yanzhen Shen, SeongKu Kang, Xiusi Chen, Bowen Jin, Jiawei Han

Proceedings of the ACM on Web Conference 2025, 2025

GraphRouter: A Graph-based Router for LLM Selections.

Tao Feng, Yanzhen Shen, Jiaxuan You

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

LogiCoL: Logically-Informed Contrastive Learning for Set-based Dense Retrieval.

Yanzhen Shen, Sihao Chen, Xueqiang Xu, Yunyi Zhang, Chaitanya Malaviya, Dan Roth

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion.

Yanzhen Shen, Yu Zhang, Yunyi Zhang, Jiawei Han

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains.

Yu Zhang, Yunyi Zhang, Yanzhen Shen, Yu Deng, Lucian Popa, Larisa Shwartz, ChengXiang Zhai, Jiawei Han

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

"Why Should I Review This Paper?" Unifying Semantic, Topic, and Citation Factors for Paper-Reviewer Matching.

Yu Zhang, Yanzhen Shen, Xiusi Chen, Bowen Jin, Jiawei Han

CoRR, 2023

Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers.

Yu Zhang, Bowen Jin, Xiusi Chen, Yanzhen Shen, Yunyi Zhang, Yu Meng, Jiawei Han

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data.

Ming Zhong, Siru Ouyang, Yizhu Jiao, Priyanka Kargupta, Leo Luo, Yanzhen Shen, Bobby Zhou, Xianrui Zhong, Xuan Liu, Hongxiang Li, Jinfeng Xiao, Minhao Jiang, Vivian Hu, Xuan Wang, Heng Ji, Martin D. Burke, Huimin Zhao, Jiawei Han

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023