Shuzhou Yuan

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 12

Top Topics

Text Generation

Maximum Entropy Principle

Sequence Labeling

Top Venues

Publications

Bolei Ma, Ercong Nie, Shuzhou Yuan, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze
ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks. EACL (1) (2024)
Shuzhou Yuan, Ercong Nie, Michael Färber, Helmut Schmid, Hinrich Schütze
GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network. CoRR (2024)
Shuzhou Yuan, Ercong Nie, Bolei Ma, Michael Färber
Why Lift so Heavy? Slimming Large Language Models by Cutting Off the Layers. CoRR (2024)
Ercong Nie, Shuzhou Yuan, Bolei Ma, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze
Decomposed Prompting: Unveiling Multilingual Linguistic Structure Knowledge in English-Centric Large Language Models. CoRR (2024)
Shuzhou Yuan, Michael Färber
GraSAME: Injecting Token-Level Structural Information to Pretrained Language Models via Graph-guided Self-Attention Mechanism. CoRR (2024)
Shuzhou Yuan, Ercong Nie, Michael Färber, Helmut Schmid, Hinrich Schütze
GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network. ACL (Findings) (2024)
Bolei Ma, Ercong Nie, Shuzhou Yuan, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze
ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks. CoRR (2024)
Shuzhou Yuan, Michael Färber
Evaluating Generative Models for Graph-to-Text Generation. CoRR (2023)
Michael Färber, Melissa Coutinho, Shuzhou Yuan
Biases in scholarly recommender systems: impact, prevalence, and mitigation. Scientometrics 128 (5) (2023)
Michael Färber, Melissa Coutinho, Shuzhou Yuan
Biases in Scholarly Recommender Systems: Impact, Prevalence, and Mitigation. CoRR (2023)
Shuzhou Yuan, Michael Färber
Evaluating Generative Models for Graph-to-Text Generation. RANLP (2023)
Hannah Béchara, Ran Zhang, Shuzhou Yuan, Slava Jankin
Applying NLP Techniques to Classify Businesses by their International Standard Industrial Classification (ISIC) Code. Big Data (2022)