Concepedia

Jiaming Shen

JS

34

Publications

1.5K

Citations

22

H-Index

2016

Active since

Affiliations

University of Illinois Urbana-Champaign(Current)

Google (United States)

DEVCOM Army Research Laboratory

University of Southern California

University of California San Diego

Jiaming Shen is an author at University of Illinois Urbana-Champaign specializing in natural language processing, text mining, and data science.

Top concepts

EngineeringData ScienceText MiningKnowledge DiscoveryNatural Language ProcessingInformation RetrievalComputational LinguisticsLinguisticsLanguageCorpus Linguistics

Publications per year

2016–2025

34

Publications

34

Weakly-Supervised Neural Text Classification

Meng Yu, Jiaming Shen, Chao Zhang et al. · 2018 · 182 citations · Full text

Structured Prediction, Llm Fine-tuning, Engineering +19

Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting

Zhen Qin, Rolf Jagerman, Kai Hui et al. · 2024 · 100 citations · Full text

Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters

Boshi Wang, Sewon Min, Xiang Deng et al. · 2023 · 97 citations · Full text

Computational Semantics, Behavioral Decision Making, Metacognition +23

Chao Zhang, Fangbo Tao, Xiusi Chen et al. · 2018 · 92 citations · Full text

Taxonomy Construction, Engineering, Semantics +17

Weakly-Supervised Hierarchical Text Classification

Meng Yu, Jiaming Shen, Chao Zhang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 90 citations · Full text

Structured Prediction, Engineering, Machine Learning +20

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