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Yaman Kumar

4 accepted papers

2024

CABINET: Content Relevance-based Noise Reduction for Table Question Answering

ICLR 2024spotlight

Table understanding capability of Large Language Models (LLMs) has been extensively studied through the task of question-answering (QA) over tables. Typically, only a small part of the whole table is relevant to derive the answer for a given question. The irrelevant parts act as noise and are distra…

2024

Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior

ICLR 2024spotlight

Shannon and Weaver's seminal information theory divides communication into three levels: technical, semantic, and effectiveness. While the technical level deals with the accurate reconstruction of transmitted symbols, the semantic and effectiveness levels deal with the inferred meaning and its effec…

2023

H-AES: Towards Automated Essay Scoring for Hindi

AAAI 2023technical

The use of Natural Language Processing (NLP) for Automated Essay Scoring (AES) has been well explored in the English language, with benchmark models exhibiting performance comparable to human scorers. However, AES in Hindi and other low-resource languages remains unexplored. In this study, we reprod…

2023

Persuasion Strategies in Advertisements

AAAI 2023technical

Modeling what makes an advertisement persuasive, i.e., eliciting the desired response from consumer, is critical to the study of propaganda, social psychology, and marketing. Despite its importance, computational modeling of persuasion in computer vision is still in its infancy, primarily due to the…