Feng, Shangbin

From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Models

Feng, S., Park, C. Y., Liu, Y., & Tsvetkov, Y. (2023) · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Hate Speech and Cyberbullying DetectionEthics and Social Impacts of AI

Cited by 149

Don’t Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration

Feng, S., Shi, W., Wang, Y., Ding, W., Balachandran, V., & Tsvetkov, Y. (2024) · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Topic ModelingNatural Language Processing Techniques

Cited by 40

Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence

Feng, S., Wang, Z., Wang, Y., Ebrahimi, S., Palangi, H., Miculicich, L., Kulshrestha, A., Rauschmayr, N., Choi, Y., Tsvetkov, Y., et al. (2024) · arXiv

Domain Adaptation and Few-Shot LearningTopic Modeling

Cited by 24

MediQ: Question-Asking LLMs and a Benchmark for Reliable Interactive Clinical Reasoning

Li, S., Balachandran, V., Feng, S., Ilgen, J., Pierson, E., Koh, P., & Tsvetkov, Y. (2024) · Advances in Neural Information Processing Systems 37

Artificial Intelligence in Healthcare and EducationMultimodal Machine Learning Applications

Cited by 19

Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration

Feng, S., Sorensen, T., Liu, Y., Fisher, J., Park, C. Y., Choi, Y., & Tsvetkov, Y. (2024) · arXiv

Ethics and Social Impacts of AITopic Modeling

Cited by 18

Heterogeneous Swarms: Jointly Optimizing Model Roles and Weights for Multi-LLM Systems

Feng, S., Wang, Z., Goyal, P., Wang, Y., Shi, W., Xia, H., Palangi, H., Zettlemoyer, L., Tsvetkov, Y., Lee, C.-Y., et al. (2025) · arXiv

Topic ModelingMetaheuristic Optimization Algorithms Research

Cited by 18

Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks

Wang, Y., Feng, S., Hou, A. B., Pu, X., Shen, C., Liu, X., Tsvetkov, Y., & He, T. (2024) · arXiv

Adversarial Robustness in Machine LearningAuthorship Attribution and Profiling

Cited by 2

Sparta alignment: Collectively aligning multiple language models through combat

Jiang, Y., Ding, W., Feng, S., Durrett, G., & Tsvetkov, Y. (2025) · Advances in Neural Information Processing Systems 38

Topic ModelingNatural Language Processing Techniques

Cited by 0

FACTS&EVIDENCE: An Interactive Tool for Transparent Fine-Grained Factual Verification of Machine-Generated Text

Boonsanong, V., Balachandran, V., Han, X., Feng, S., Wang, L. L., & Tsvetkov, Y. (2025) · arXiv

Misinformation and Its ImpactsTopic Modeling

Cited by 0