Applying NLP Techniques to Classify Businesses by their International Standard Industrial Classification (ISIC) Code. - Hannah Béchara; Ran Zhang; Shuzhou Yuan; Slava Jankin (IEEE Big Data, 2022)

Evaluating Generative Models for Graph-to-Text Generation. - Shuzhou Yuan; Michael Färber 001 (RANLP, 2023)

Biases in scholarly recommender systems: impact, prevalence, and mitigation. - Michael Färber 001; Melissa Coutinho; Shuzhou Yuan (Scientometrics, 2023)

GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network. - Shuzhou Yuan; Ercong Nie; Michael Färber 001; Helmut Schmid; Hinrich Schütze (ACL (Findings), 2024)

ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks. - Bolei Ma; Ercong Nie; Shuzhou Yuan; Helmut Schmid; Michael Färber 001; Frauke Kreuter; Hinrich Schütze (EACL (1), 2024)

GraSAME: Injecting Token-Level Structural Information to Pretrained Language Models via Graph-guided Self-Attention Mechanism. - Shuzhou Yuan; Michael Färber 001 (NAACL-HLT (Findings), 2024)

Why Lift so Heavy? Slimming Large Language Models by Cutting Off the Layers. - Shuzhou Yuan; Ercong Nie; Bolei Ma; Michael Färber 001 (CoRR, 2024)

Decomposed Prompting: Unveiling Multilingual Linguistic Structure Knowledge in English-Centric Large Language Models. - Ercong Nie; Shuzhou Yuan; Bolei Ma; Helmut Schmid; Michael Färber 001; Frauke Kreuter; Hinrich Schütze (CoRR, 2024)

Graph-Guided Textual Explanation Generation Framework. - Shuzhou Yuan; Jingyi Sun; Ran Zhang; Michael Färber 001; Steffen Eger; Pepa Atanasova; Isabelle Augenstein (CoRR, 2024)

Explainable LiDAR 3D Point Cloud Segmentation and Clustering for Detecting Airplane-Generated Wind Turbulence. - Zhan Qu; Shuzhou Yuan; Michael Färber 001; Marius Brennfleck; Niklas Wartha; Anton Stephan (KDD (1), 2025)

Hallucinations Can Improve Large Language Models in Drug Discovery. - Shuzhou Yuan; Michael Färber 001 (CoRR, 2025)

LLM in the Loop: Creating the ParaDeHate Dataset for Hate Speech Detoxification. - Shuzhou Yuan; Ercong Nie; Lukas Kouba; Ashish Yashwanth Kangen; Helmut Schmid; Hinrich Schütze; Michael Färber 001 (CoRR, 2025)

Hateful Person or Hateful Model? Investigating the Role of Personas in Hate Speech Detection by Large Language Models. - Shuzhou Yuan; Ercong Nie; Mario Tawfelis; Helmut Schmid; Hinrich Schütze; Michael Färber 001 (CoRR, 2025)