Bolei Ma

1. "My Answer is C": First-Token Probabilities Do Not Match Text Answers in Instruction-Tuned Language Models
   2024/02/22 by Xinpeng Wang, Wang, Xinpeng, Bolei Ma +13 · 9 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Intelligent Tutoring Systems and Adaptive Learning
2. Pragmatics in the Era of Large Language Models: A Survey on Datasets, Evaluation, Opportunities and Challenges
   2025/02/17 by Bolei Ma, Yuting Li, Ma, Bolei +17 · 2 voices · 10 citations
   Computer Science · #Natural Language Processing Techniques
3. The Potential and Challenges of Evaluating Attitudes, Opinions, and Values in Large Language Models
   2024/06/16 by Bolei Ma, Ma, Bolei, Xinpeng Wang +11 · 6 citations
   Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences
4. Annotation Sensitivity: Training Data Collection Methods Affect Model Performance
   2023/11/23 by Christoph Kern, Stephanie Eckman, Kern, Christoph +10 · 1 voice · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Hate Speech and Cyberbullying Detection #cs.CL #cs.LG #stat.ME #stat.ML
5. Baby's CoThought: Leveraging Large Language Models for Enhanced Reasoning in Compact Models
   2023/08/03 by Zheyu Zhang, Zhang, Zheyu, Yang Han +7 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
6. Evaluating Zero-Shot Multilingual Aspect-Based Sentiment Analysis with Large Language Models
   2024/12/17 by Chengyan Wu, Wu, Chengyan, Bolei Ma +9 · 3 citations
   Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Topic Modeling
7. Do Large Language Models Think Like the Brain? Sentence-Level Evidences from Layer-Wise Embeddings and fMRI
   2025/05/28 by Lei Yu, Lei, Yu, X. Ge +7 · 4 citations
   Engineering · Neuroscience · Psychology · #Action Observation and Synchronization #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neurobiology of Language and Bilingualism #Neurons and Cognition (q-bio.NC)
8. M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis
   2025/02/17 by Chengyan Wu, Bolei Ma, Wu, Chengyan +17 · 1 citation
   Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining