Publications

2025

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames Sahithya Ravi, Gabriel Sarch, Vibhav Vineet, Andrew D Wilson, Balasaravanan Thoravi Kumaravel arXiv 2025 🔗 Paper

CulturalBench: A Robust, Diverse and Challenging Benchmark for Measuring LMs' Cultural Knowledge Through Human-AI Red-Teaming Yu Ying Chiu, Liwei Jiang, Bill Yuchen Lin, Chan Young Park, Shuyue Stella Li, Sahithya Ravi, Mehar Bhatia, Maria Antoniak, Yulia Tsvetkov, Vered Shwartz, and Yejin Choi. ACL 2025 🔗 Paper

Grounding Task Assistance with Multimodal Cues from a Single Demonstration Gabriel Herbert Sarch, Balasaravanan Thoravi Kumaravel, Sahithya Ravi, Vibhav Vineet, Andy Wilson Findings of ACL, 2025 🔗 Paper

Black Swan: Abductive and Defeasible Video Reasoning in Unpredictable Events Aditya Chinchure^◆, Sahithya Ravi^◆, Raymond Ng, Vered Shwartz, Boyang Li, and Leonid Sigal CVPR 2025 🔗 Paper 🗞️ Media

2024

From Local Concepts to Universals: Evaluating the Multicultural Understanding of Vision-Language Models Mehar Bhatia, Sahithya Ravi^◆, Aditya Chinchure^◆, Eunjeong Hwang, and Vered Shwartz EMNLP 2024 🔗 Paper

Small But Funny: A Feedback-Driven Approach to Humor Distillation Sahithya Ravi, Patrick Huber, Akshat Shrivastava, Vered Shwartz ACL 2024 🔗 Paper

Empowering Air Travelers: A Chatbot for Canadian Air Passenger Rights Maksym Taranukhin, Sahithya Ravi, Gábor Lukács, Evangelos Milios, and Vered Shwartz NLLP 2024

2023

COMET-M: Reasoning about Multiple Events in Complex Sentences Sahithya Ravi, Raymond Ng, Vered Shwartz Findings of EMNLP 2023 🔗 Paper

VLC-BERT: Visual Question Answering with Contextualized Commonsense Knowledge Sahithya Ravi^◆, Aditya Chinchure^◆, Renjie Lio, Vered Shwartz, and Leonid Sigal WACV 2023 🔗 Paper

What Happens Before and After: Multi-Event Commonsense in Event Coreference Resolution Sahithya Ravi, Chris Tanner, Raymond Ng, and Vered Shwartz EACL 2023 🔗 Paper

CASE: Commonsense-Augmented Score with an Expanded Answer Space Wenkai Chen, Sahithya Ravi, and Vered Shwartz Findings of EMNLP 2023 🔗 Paper

2020

OpenML-Python: An Extensible Python API for OpenML M. Feurer, S. Ravi, et al. JMLR, 2020 🔗 Paper

(◆ - Equal Contribution)