Bolei Ma

38 papers A* 2B 1Journal 23Unranked 12
YearRankTypeTitle / Venue / Authors
2026 A* conf
Do Large Language Models Think like the Brain? Sentence-Level Evidences from Layer-Wise Embeddings and fMRI.
AAAI
Yu Lei, Xingyang Ge, Yi Zhang, Yiming Yang, Bolei Ma
2026 J jnl
Moral Lenses, Political Coordinates: Towards Ideological Positioning of Morally Conditioned LLMs.
CoRR
Chenchen Yuan, Bolei Ma, Zheyu Zhang, Bardh Prenkaj, Frauke Kreuter, Gjergji Kasneci
2026 J jnl
The Imperfective Paradox in Large Language Models.
CoRR
Bolei Ma, Yusuke Miyao
2026 — conf
Too Open for Opinion? Embracing Open-Endedness in Large Language Models for Social Simulation.
EACL (Volume 1: Long Papers)
Bolei Ma, Yong Cao, Indira Sen, Anna-Carolina Haensch, Frauke Kreuter, Barbara Plank, Daniel Hershcovich
2025 — conf
Algorithmic Fidelity of Large Language Models in Generating Synthetic German Public Opinions: A Case Study.
ACL (1)
Bolei Ma, Berk Yoztyurk, Anna-Carolina Haensch, Xinpeng Wang, Markus Herklotz, Frauke Kreuter, Barbara Plank, Matthias Aßenmacher
2025 — conf
Can Large Language Models Advance Crosswalks? The Case of Danish Occupation Codes.
NAACL (Student Research Workshop)
Bolei Ma, Cynthia A. Huang, Anna-Carolina Haensch
2025 J jnl
Capabilities and Evaluation Biases of Large Language Models in Classical Chinese Poetry Generation: A Case Study on Tang Poetry.
CoRR
Bolei Ma, Yina Yao, Anna-Carolina Haensch
2025 J jnl
Correcting Annotator Bias in Training Data: Population-Aligned Instance Replication (PAIR).
CoRR
Stephanie Eckman, Bolei Ma, Christoph Kern, Robert F. Chew, Barbara Plank, Frauke Kreuter
2025 — conf
Decomposed Prompting: Probing Multilingual Linguistic Structure Knowledge in Large Language Models.
IJCNLP-AACL (Findings)
Ercong Nie, Shuzhou Yuan, Bolei Ma, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze
2025 J jnl
Do Large Language Models Think Like the Brain? Sentence-Level Evidence from fMRI and Hierarchical Embeddings.
CoRR
Yu Lei, Xingyang Ge, Yi Zhang, Yiming Yang, Bolei Ma
2025 — conf
Enhancing Multi-Epitope Vaccine Effectiveness Through State-of-the-Art Proteasomal Cleavage Prediction With Deep Learning.
BIBM
Ingo Ziegler, Bolei Ma, Bernd Bischl, Benjamin Schubert, Emilio Dorigatti
2025 J jnl
Evaluating zero-shot multilingual aspect-based sentiment analysis with large language models.
Int. J. Mach. Learn. Cybern.
Chengyan Wu, Bolei Ma, Zheyu Zhang, Ningyuan Deng, Yanqing He, Yun Xue
2025 A* conf
M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis.
EMNLP
Chengyan Wu, Bolei Ma, Yihong Liu, Zheyu Zhang, Ningyuan Deng, Yanshu Li, Baolan Chen, Yi Zhang, Yun Xue, Barbara Plank
2025 J jnl
M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis.
CoRR
Chengyan Wu, Bolei Ma, Yihong Liu, Zheyu Zhang, Ningyuan Deng, Yanshu Li, Baolan Chen, Yi Zhang, Barbara Plank, Yun Xue
2025 J jnl
Multi-Scale and Multi-Objective Optimization for Cross-Lingual Aspect-Based Sentiment Analysis.
CoRR
Chengyan Wu, Bolei Ma, Ningyuan Deng, Yanqing He, Yun Xue
2025 — conf
Multimodal Emotion Recognition in Conversations: A Survey of Methods, Trends, Challenges and Prospects.
EMNLP (Findings)
Chengyan Wu, Yiqiang Cai, Yang Liu, Pengxu Zhu, Yun Xue, Ziwei Gong, Julia Hirschberg, Bolei Ma
2025 J jnl
Multimodal Emotion Recognition in Conversations: A Survey of Methods, Trends, Challenges and Prospects.
CoRR
Chengyan Wu, Yiqiang Cai, Yang Liu, Pengxu Zhu, Yun Xue, Ziwei Gong, Julia Hirschberg, Bolei Ma
2025 — conf
Pragmatics in the Era of Large Language Models: A Survey on Datasets, Evaluation, Opportunities and Challenges.
ACL (1)
Bolei Ma, Yuting Li, Wei Zhou, Ziwei Gong, Yang Janet Liu, Katja Jasinskaja, Annemarie Friedrich, Julia Hirschberg, Frauke Kreuter, Barbara Plank
2025 J jnl
Pragmatics in the Era of Large Language Models: A Survey on Datasets, Evaluation, Opportunities and Challenges.
CoRR
Bolei Ma, Yuting Li, Wei Zhou, Ziwei Gong, Yang Janet Liu, Katja Jasinskaja, Annemarie Friedrich, Julia Hirschberg, Frauke Kreuter, Barbara Plank
2025 J jnl
Table Question Answering in the Era of Large Language Models: A Comprehensive Survey of Tasks, Methods, and Evaluation.
CoRR
Wei Zhou, Bolei Ma, Annemarie Friedrich, Mohsen Mesgar
2025 J jnl
Too Open for Opinion? Embracing Open-Endedness in Large Language Models for Social Simulation.
CoRR
Bolei Ma, Yong Cao, Indira Sen, Anna-Carolina Haensch, Frauke Kreuter, Barbara Plank, Daniel Hershcovich
2025 B conf
Why Lift so Heavy? Slimming Large Language Models by Cutting Off the Layers.
IJCNN
Shuzhou Yuan, Ercong Nie, Bolei Ma, Michael Färber
2024 — conf
"My Answer is C": First-Token Probabilities Do Not Match Text Answers in Instruction-Tuned Language Models.
ACL (Findings)
Xinpeng Wang, Bolei Ma, Chengzhi Hu, Leon Weber-Genzel, Paul Röttger, Frauke Kreuter, Dirk Hovy, Barbara Plank
2024 J jnl
"My Answer is C": First-Token Probabilities Do Not Match Text Answers in Instruction-Tuned Language Models.
CoRR
Xinpeng Wang, Bolei Ma, Chengzhi Hu, Leon Weber-Genzel, Paul Röttger, Frauke Kreuter, Dirk Hovy, Barbara Plank
2024 J jnl
Algorithmic Fidelity of Large Language Models in Generating Synthetic German Public Opinions: A Case Study.
CoRR
Bolei Ma, Berk Yoztyurk, Anna-Carolina Haensch, Xinpeng Wang, Markus Herklotz, Frauke Kreuter, Barbara Plank, Matthias Aßenmacher
2024 J jnl
Decomposed Prompting: Unveiling Multilingual Linguistic Structure Knowledge in English-Centric Large Language Models.
CoRR
Ercong Nie, Shuzhou Yuan, Bolei Ma, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze
2024 J jnl
Evaluating Zero-Shot Multilingual Aspect-Based Sentiment Analysis with Large Language Models.
CoRR
Chengyan Wu, Bolei Ma, Zheyu Zhang, Ningyuan Deng, Yanqing He, Yun Xue
2024 J jnl
Look at the Text: Instruction-Tuned Language Models are More Robust Multiple Choice Selectors than You Think.
CoRR
Xinpeng Wang, Chengzhi Hu, Bolei Ma, Paul Röttger, Barbara Plank
2024 — conf
The Potential and Challenges of Evaluating Attitudes, Opinions, and Values in Large Language Models.
EMNLP (Findings)
Bolei Ma, Xinpeng Wang, Tiancheng Hu, Anna-Carolina Haensch, Michael A. Hedderich, Barbara Plank, Frauke Kreuter
2024 J jnl
The Potential and Challenges of Evaluating Attitudes, Opinions, and Values in Large Language Models.
CoRR
Bolei Ma, Xinpeng Wang, Tiancheng Hu, Anna-Carolina Haensch, Michael A. Hedderich, Barbara Plank, Frauke Kreuter
2024 — conf
ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks.
EACL (1)
Bolei Ma, Ercong Nie, Shuzhou Yuan, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze
2024 J jnl
ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks.
CoRR
Bolei Ma, Ercong Nie, Shuzhou Yuan, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze
2024 J jnl
Why Lift so Heavy? Slimming Large Language Models by Cutting Off the Layers.
CoRR
Shuzhou Yuan, Ercong Nie, Bolei Ma, Michael Färber
2023 — conf
Annotation Sensitivity: Training Data Collection Methods Affect Model Performance.
EMNLP (Findings)
Christoph Kern, Stephanie Eckman, Jacob Beck, Rob Chew, Bolei Ma, Frauke Kreuter
2023 J jnl
Annotation Sensitivity: Training Data Collection Methods Affect Model Performance.
CoRR
Christoph Kern, Stephanie Eckman, Jacob Beck, Rob Chew, Bolei Ma, Frauke Kreuter
2023 J jnl
Baby's CoThought: Leveraging Large Language Models for Enhanced Reasoning in Compact Models.
CoRR
Zheyu Zhang, Han Yang, Bolei Ma, David Rügamer, Ercong Nie
2023 — conf
Is Prompt-Based Finetuning Always Better than Vanilla Finetuning? Insights from Cross-Lingual Language Understanding.
KONVENS
Bolei Ma, Ercong Nie, Helmut Schmid, Hinrich Schütze
2023 J jnl
Is Prompt-Based Finetuning Always Better than Vanilla Finetuning? Insights from Cross-Lingual Language Understanding.
CoRR
Bolei Ma, Ercong Nie, Helmut Schmid, Hinrich Schütze