Balachandran, Vidhisha

Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics

Pagnoni, A., Balachandran, V., & Tsvetkov, Y. (2021) · Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Topic ModelingAdvanced Text Analysis Techniques

Cited by 197

Fine-grained Hallucination Detection and Editing for Language Models

Mishra, A., Asai, A., Balachandran, V., Wang, Y., Neubig, G., Tsvetkov, Y., & Hajishirzi, H. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 49

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

Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable Survey

Kumar, S., Balachandran, V., Njoo, L., Anastasopoulos, A., & Tsvetkov, Y. (2023) · Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics

Ethics and Social Impacts of AIHate Speech and Cyberbullying Detection

Cited by 38

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

Improving Instruction-Following in Language Models through Activation Steering

Stolfo, A., Balachandran, V., Yousefi, S., Horvitz, E., & Nushi, B. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 10

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