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 πŸ”— 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 πŸ”— 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 πŸ”— Paper
Black Swan: Abductive and Defeasible Video Reasoning in Unpredictable Events Aditya Chinchureβ—†, Sahithya Raviβ—†, Raymond Ng, Vered Shwartz, Boyang Li, and Leonid Sigal CVPR 2025 πŸ”— Paper

2024

From Local Concepts to Universals: Evaluating the Multicultural Understanding of Vision-Language Models Mehar Bhatia, Sahithya Raviβ—†, Aditya Chinchureβ—†, Eunjeong Hwang, and Vered Shwartz EMNLP 2024 πŸ”— Paper
Small But Funny: A Feedback-Driven Approach to Humor Distillation Sahithya Ravi, Patrick Huber, Akshat Shrivastava, Vered Shwartz ACL 2024 πŸ”— Paper
Empowering Air Travelers: A Chatbot for Canadian Air Passenger Rights Maksym Taranukhin, Sahithya Ravi, GΓ‘bor LukΓ‘cs, 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 πŸ”— Paper
VLC-BERT: Visual Question Answering with Contextualized Commonsense Knowledge Sahithya Raviβ—†, Aditya Chinchureβ—†, Renjie Lio, Vered Shwartz, and Leonid Sigal WACV 2023 πŸ”— Paper
What Happens Before and After: Multi-Event Commonsense in Event Coreference Resolution Sahithya Ravi, Chris Tanner, Raymond Ng, and Vered Shwartz EACL 2023 πŸ”— Paper
CASE: Commonsense-Augmented Score with an Expanded Answer Space Wenkai Chen, Sahithya Ravi, and Vered Shwartz Findings of EMNLP 2023 πŸ”— Paper

2020

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

(β—† - Equal Contribution)