Qian, Rebecca

Perturbation augmentation for fairer NLP

Qian, R., Ross, C., Fernandes, J., Smith, E. M., Kiela, D., & Williams, A. (2022) · Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing

Ethics and Social Impacts of AITopic Modeling

Cited by 69

Human Evaluation of Conversations is an Open Problem: comparing the sensitivity of various methods for evaluating dialogue agents

Smith, E., Hsu, O., Qian, R., Roller, S., Boureau, Y.-L., & Weston, J. (2022) · Proceedings of the 4th Workshop on NLP for Conversational AI

Speech and dialogue systemsEmotion and Mood Recognition

Cited by 40

FinanceBench: A New Benchmark for Financial Question Answering

Islam, P., Kannappan, A., Kiela, D., Qian, R., Scherrer, N., & Vidgen, B. (2023) · arXiv

Topic ModelingInformation Retrieval and Search Behavior

Cited by 16

Lynx: An Open Source Hallucination Evaluation Model

Ravi, S. S., Mielczarek, B., Kannappan, A., Kiela, D., & Qian, R. (2024) · arXiv

Topic ModelingMultimodal Machine Learning Applications

Cited by 6

TRAIL: Trace Reasoning and Agentic Issue Localization

Deshpande, D., Gangal, V., Mehta, H., Krishnan, J., Kannappan, A., & Qian, R. (2025) · arXiv

Software Testing and Debugging TechniquesSoftware System Performance and Reliability

Cited by 3

MEMTRACK: Evaluating Long-Term Memory and State Tracking in Multi-Platform Dynamic Agent Environments

Deshpande, D., Gangal, V., Mehta, H., Kannappan, A., Qian, R., & Wang, P. (2025) · arXiv

AI-based Problem Solving and PlanningArtificial Intelligence Applications

Cited by 0