3 papers
cs.CV2024
Effectively Leveraging CLIP for Generating Situational Summaries of Images and Videos
Dhruv Verma, Debaditya Roy, Basura Fernando
Situation recognition refers to the ability of an agent to identify and understand various situations or contexts based on available information and sensory inputs. It involves the…
cs.CV2023
ClipSitu: Effectively Leveraging CLIP for Conditional Predictions in Situation Recognition
Debaditya Roy, Dhruv Verma, Basura Fernando
Situation Recognition is the task of generating a structured summary of what is happening in an image using an activity verb and the semantic roles played by actors and objects. In…
cs.CL2023
Evaluating Paraphrastic Robustness in Textual Entailment Models
Dhruv Verma, Yash Kumar Lal, Shreyashee Sinha +2
We present PaRTE, a collection of 1,126 pairs of Recognizing Textual Entailment (RTE) examples to evaluate whether models are robust to paraphrasing. We posit that if RTE models un…