Bolei Ma

According to our database, Bolei Ma authored at least 11 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Algorithmic Fidelity of Large Language Models in Generating Synthetic German Public Opinions: A Case Study.

Bolei Ma, Berk Yoztyurk, Anna-Carolina Haensch, Xinpeng Wang, Markus Herklotz, Frauke Kreuter, Barbara Plank, Matthias Aßenmacher

CoRR, 2024

Evaluating Zero-Shot Multilingual Aspect-Based Sentiment Analysis with Large Language Models.

Chengyan Wu, Bolei Ma, Zheyu Zhang, Ningyuan Deng, Yanqing He, Yun Xue

CoRR, 2024

Look at the Text: Instruction-Tuned Language Models are More Robust Multiple Choice Selectors than You Think.

Xinpeng Wang, Chengzhi Hu, Bolei Ma, Paul Röttger, Barbara Plank

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, Frauke Kreuter, Hinrich Schütze

CoRR, 2024

Why Lift so Heavy? Slimming Large Language Models by Cutting Off the Layers.

Shuzhou Yuan, Ercong Nie, Bolei Ma, Michael Färber

CoRR, 2024

The Potential and Challenges of Evaluating Attitudes, Opinions, and Values in Large Language Models.

Bolei Ma, Xinpeng Wang, Tiancheng Hu, Anna-Carolina Haensch, Michael A. Hedderich, Barbara Plank, Frauke Kreuter

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks.

Bolei Ma, Ercong Nie, Shuzhou Yuan, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

"My Answer is C": First-Token Probabilities Do Not Match Text Answers in Instruction-Tuned Language Models.

Xinpeng Wang, Bolei Ma, Chengzhi Hu, Leon Weber-Genzel, Paul Röttger, Frauke Kreuter, Dirk Hovy, Barbara Plank

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Baby's CoThought: Leveraging Large Language Models for Enhanced Reasoning in Compact Models.

Zheyu Zhang, Han Yang, Bolei Ma, David Rügamer, Ercong Nie

CoRR, 2023

Is Prompt-Based Finetuning Always Better than Vanilla Finetuning? Insights from Cross-Lingual Language Understanding.

Bolei Ma, Ercong Nie, Helmut Schmid, Hinrich Schütze

Proceedings of the 19th Conference on Natural Language Processing (KONVENS 2023), 2023

Annotation Sensitivity: Training Data Collection Methods Affect Model Performance.

Christoph Kern, Stephanie Eckman, Jacob Beck, Rob Chew, Bolei Ma, Frauke Kreuter

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023