Karpinska, Marzena

Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense

Krishna, K., Song, Y., Karpinska, M., Wieting, J., & Iyyer, M. (2023) · arXiv

Authorship Attribution and ProfilingSpam and Phishing Detection

Cited by 150

Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense

Krishna, K., Song, Y., Karpinska, M., Wieting, J., & Iyyer, M. (2023) · Advances in Neural Information Processing Systems 36

Authorship Attribution and ProfilingSpam and Phishing Detection

Cited by 150

The Perils of Using Mechanical Turk to Evaluate Open-Ended Text Generation

Karpinska, M., Akoury, N., & Iyyer, M. (2021) · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

Topic ModelingNatural Language Processing Techniques

Cited by 56

DEMETR: Diagnosing Evaluation Metrics for Translation

Karpinska, M., Raj, N., Thai, K., Song, Y., Gupta, A., & Iyyer, M. (2022) · Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing

Natural Language Processing TechniquesTopic Modeling

Cited by 22

People who frequently use ChatGPT for writing tasks are accurate and robust detectors of AI-generated text

Russell, J., Karpinska, M., & Iyyer, M. (2025) · arXiv

Authorship Attribution and ProfilingMisinformation and Its Impacts

Cited by 19

One Thousand and One Pairs: A “novel” challenge for long-context language models

Karpinska, M., Thai, K., Lo, K., Goyal, T., & Iyyer, M. (2024) · arXiv

Topic ModelingMultimodal Machine Learning Applications

Cited by 7

FABLES: Evaluating faithfulness and content selection in book-length summarization

Kim, Y., Chang, Y., Karpinska, M., Garimella, A., Manjunatha, V., Lo, K., Goyal, T., & Iyyer, M. (2024) · arXiv

Topic ModelingAdvanced Text Analysis Techniques

Cited by 4

OverThink: Slowdown Attacks on Reasoning LLMs

Kumar, A., Roh, J., Naseh, A., Karpinska, M., Iyyer, M., Houmansadr, A., & Bagdasarian, E. (2025) · arXiv

Adversarial Robustness in Machine LearningTopic Modeling

Cited by 0