Meta-Reinforcement Learning Based on Self-Supervised Task Representation Learning. - Mingyang Wang 003; Zhenshan Bing; Xiangtong Yao; Shuai Wang 007; Kai Huang 001; Hang Su 001; Chenguang Yang 001; Alois Knoll (AAAI, 2023)

GradSim: Gradient-Based Language Grouping for Effective Multilingual Training. - Mingyang Wang 003; Heike Adel; Lukas Lange; Jannik Strötgen; Hinrich Schütze (EMNLP, 2023)

NLNDE at SemEval-2023 Task 12: Adaptive Pretraining and Source Language Selection for Low-Resource Multilingual Sentiment Analysis. - Mingyang Wang 003; Heike Adel; Lukas Lange; Jannik Strötgen; Hinrich Schütze (SemEval@ACL, 2023)

The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis. - Miaoran Zhang; Vagrant Gautam; Mingyang Wang 003; Jesujoba Alabi; Xiaoyu Shen 001; Dietrich Klakow; Marius Mosbach (ACL (Findings), 2024)

Uncertainty-based Forgetting Mitigation for Generalized Few-Shot Object Detection. - Karim Guirguis; George Eskandar; Mingyang Wang 003; Matthias Kayser; Eduardo Monari; Bin Yang 009; Jürgen Beyerer (CVPR Workshops, 2024)

Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization. - Mingyang Wang 003; Lukas Lange; Heike Adel; Jannik Strötgen; Hinrich Schütze (EMNLP (Findings), 2024)

OFA: A Framework of Initializing Unseen Subword Embeddings for Efficient Large-scale Multilingual Continued Pretraining. - Yihong Liu 001; Peiqin Lin; Mingyang Wang 003; Hinrich Schütze (NAACL-HLT (Findings), 2024)

Rehearsal-Free Modular and Compositional Continual Learning for Language Models. - Mingyang Wang 003; Heike Adel; Lukas Lange; Jannik Strötgen; Hinrich Schütze (NAACL (Short Papers), 2024)

AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual Relatedness. - Miaoran Zhang; Mingyang Wang 003; Jesujoba Alabi; Dietrich Klakow (SemEval@NAACL, 2024)

Learn it or Leave it: Module Composition and Pruning for Continual Learning. - Mingyang Wang 003; Heike Adel; Lukas Lange; Jannik Strötgen; Hinrich Schütze (CoRR, 2024)

LangSAMP: Language-Script Aware Multilingual Pretraining. - Yihong Liu 001; Haotian Ye; Chunlan Ma; Mingyang Wang 003; Hinrich Schütze (ACL (1), 2025)

Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models. - Mingyang Wang 003; Heike Adel; Lukas Lange; Yihong Liu 001; Ercong Nie; Jannik Strötgen; Hinrich Schütze (ACL (1), 2025)

BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning. - Ercong Nie; Bo Shao; Mingyang Wang 003; Zifeng Ding; Helmut Schmid; Hinrich Schütze (ACL (1), 2025)

How Transliterations Improve Crosslingual Alignment. - Yihong Liu 001; Mingyang Wang 003; Amir Hossein Kargaran; Ayyoob Imani; Orgest Xhelili; Haotian Ye; Chunlan Ma; François Yvon; Hinrich Schütze (COLING, 2025)

Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion. - Mingyang Wang 003; Alisa Stoll; Lukas Lange; Heike Adel; Hinrich Schütze; Jannik Strötgen (CoRR, 2025)

On Relation-Specific Neurons in Large Language Models. - Yihong Liu 001; Runsheng Chen; Lea Hirlimann; Ahmad Dawar Hakimi; Mingyang Wang 003; Amir Hossein Kargaran; Sascha Rothe; François Yvon; Hinrich Schütze (CoRR, 2025)

Through a Compressed Lens: Investigating the Impact of Quantization on LLM Explainability and Interpretability. - Qianli Wang; Mingyang Wang 003; Nils Feldhus; Simon Ostermann 002; Yuan Cao; Hinrich Schütze; Sebastian Möller 001; Vera Schmitt (CoRR, 2025)

Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes. - Mingyang Wang 003; Lukas Lange; Heike Adel; Yunpu Ma; Jannik Strötgen; Hinrich Schütze (CoRR, 2025)

Tracing Multilingual Factual Knowledge Acquisition in Pretraining. - Yihong Liu 001; Mingyang Wang 003; Amir Hossein Kargaran; Felicia Körner; Ercong Nie; Barbara Plank; François Yvon; Hinrich Schütze (CoRR, 2025)

Refusal Direction is Universal Across Safety-Aligned Languages. - Xinpeng Wang 003; Mingyang Wang 003; Yihong Liu 001; Hinrich Schütze; Barbara Plank (CoRR, 2025)