Annotation Sensitivity: Training Data Collection Methods Affect Model Performance. - Christoph Kern 001; Stephanie Eckman; Jacob Beck; Rob Chew 001; Bolei Ma; Frauke Kreuter (EMNLP (Findings), 2023)

Is Prompt-Based Finetuning Always Better than Vanilla Finetuning? Insights from Cross-Lingual Language Understanding. - Bolei Ma; Ercong Nie; Helmut Schmid; Hinrich Schütze (KONVENS, 2023)

Baby's CoThought: Leveraging Large Language Models for Enhanced Reasoning in Compact Models. - Zheyu Zhang 007; Han Yang; Bolei Ma; David Rügamer; Ercong Nie (CoRR, 2023)

"My Answer is C": First-Token Probabilities Do Not Match Text Answers in Instruction-Tuned Language Models. - Xinpeng Wang 003; Bolei Ma; Chengzhi Hu; Leon Weber-Genzel; Paul Röttger; Frauke Kreuter; Dirk Hovy; Barbara Plank (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)

The Potential and Challenges of Evaluating Attitudes, Opinions, and Values in Large Language Models. - Bolei Ma; Xinpeng Wang 003; Tiancheng Hu; Anna-Carolina Haensch; Michael A. Hedderich; Barbara Plank; Frauke Kreuter (EMNLP (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)

Look at the Text: Instruction-Tuned Language Models are More Robust Multiple Choice Selectors than You Think. - Xinpeng Wang 003; Chengzhi Hu; Bolei Ma; Paul Röttger; Barbara Plank (CoRR, 2024)

Evaluating Zero-Shot Multilingual Aspect-Based Sentiment Analysis with Large Language Models. - Chengyan Wu; Bolei Ma; Zheyu Zhang 007; Ningyuan Deng; Yanqing He; Yun Xue (CoRR, 2024)

Pragmatics in the Era of Large Language Models: A Survey on Datasets, Evaluation, Opportunities and Challenges. - Bolei Ma; Yuting Li; Wei Zhou; Ziwei Gong; Yang Janet Liu; Katja Jasinskaja; Annemarie Friedrich; Julia Hirschberg; Frauke Kreuter; Barbara Plank (ACL (1), 2025)

Algorithmic Fidelity of Large Language Models in Generating Synthetic German Public Opinions: A Case Study. - Bolei Ma; Berk Yoztyurk; Anna-Carolina Haensch; Xinpeng Wang 003; Markus Herklotz; Frauke Kreuter; Barbara Plank; Matthias Aßenmacher (ACL (1), 2025)

Can Large Language Models Advance Crosswalks? The Case of Danish Occupation Codes. - Bolei Ma; Cynthia A Huang; Anna-Carolina Haensch (NAACL (Student Research Workshop), 2025)

Correcting Annotator Bias in Training Data: Population-Aligned Instance Replication (PAIR). - Stephanie Eckman; Bolei Ma; Christoph Kern 001; Robert F. Chew; Barbara Plank; Frauke Kreuter (CoRR, 2025)

M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis. - Chengyan Wu; Bolei Ma; Yihong Liu 001; Zheyu Zhang 007; Ningyuan Deng; Yanshu Li; Baolan Chen; Yi Zhang; Barbara Plank; Yun Xue (CoRR, 2025)

Multi-Scale and Multi-Objective Optimization for Cross-Lingual Aspect-Based Sentiment Analysis. - Chengyan Wu; Bolei Ma; Ningyuan Deng; Yanqing He; Yun Xue (CoRR, 2025)

Multimodal Emotion Recognition in Conversations: A Survey of Methods, Trends, Challenges and Prospects. - Chengyan Wu; Yiqiang Cai; Yang Liu 004; Pengxu Zhu; Yun Xue; Ziwei Gong; Julia Hirschberg; Bolei Ma (CoRR, 2025)

Do Large Language Models Think Like the Brain? Sentence-Level Evidence from fMRI and Hierarchical Embeddings. - Yu Lei; Xingyang Ge; Yi Zhang; Yiming Yang; Bolei Ma (CoRR, 2025)