Bolei Ma

According to our database, Bolei Ma authored at least 21 papers between 2023 and 2025.

Collaborative distances:

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

2025

Evaluating zero-shot multilingual aspect-based sentiment analysis with large language models.

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

Int. J. Mach. Learn. Cybern., October, 2025

Capabilities and Evaluation Biases of Large Language Models in Classical Chinese Poetry Generation: A Case Study on Tang Poetry.

Bolei Ma, Yina Yao, Anna-Carolina Haensch

CoRR, October, 2025

Too Open for Opinion? Embracing Open-Endedness in Large Language Models for Social Simulation.

Bolei Ma, Yong Cao, Indira Sen, Anna-Carolina Haensch, Frauke Kreuter, Barbara Plank, Daniel Hershcovich

CoRR, October, 2025

Table Question Answering in the Era of Large Language Models: A Comprehensive Survey of Tasks, Methods, and Evaluation.

Wei Zhou, Bolei Ma, Annemarie Friedrich, Mohsen Mesgar

CoRR, October, 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, May, 2025

Multimodal Emotion Recognition in Conversations: A Survey of Methods, Trends, Challenges and Prospects.

Chengyan Wu, Yiqiang Cai, Yang Liu, Pengxu Zhu, Yun Xue, Ziwei Gong, Julia Hirschberg, Bolei Ma

CoRR, May, 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, February, 2025

M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis.

Chengyan Wu, Bolei Ma, Yihong Liu, Zheyu Zhang, Ningyuan Deng, Yanshu Li, Baolan Chen, Yi Zhang, Barbara Plank, Yun Xue

CoRR, February, 2025

Correcting Annotator Bias in Training Data: Population-Aligned Instance Replication (PAIR).

Stephanie Eckman, Bolei Ma, Christoph Kern, Robert F. Chew, Barbara Plank, Frauke Kreuter

CoRR, January, 2025

Can Large Language Models Advance Crosswalks? The Case of Danish Occupation Codes.

Bolei Ma, Cynthia A Huang, Anna-Carolina Haensch

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

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

Shuzhou Yuan, Ercong Nie, Bolei Ma, Michael Färber

Proceedings of the International Joint Conference on Neural Networks, 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, Markus Herklotz, Frauke Kreuter, Barbara Plank, Matthias Aßenmacher

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

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

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

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

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