3 papers
cs.CV2026
Enginuity: A Dataset and Benchmark for Vision-Language Understanding of Engineering Diagrams
Abhishek Kumar, Isha Motiyani, Tilak Kasturi +3
Engineering diagrams pose a distinct challenge for vision-language models: unlike natural images or general documents, they encode information through dense spatial layouts, domain…
cs.IR2026
Domain-Specific Query Understanding for Automotive Applications: A Modular and Scalable Approach
Isha Motiyani, Abhishek Kumar, Tilak Kasturi
Despite the growing prevalence of large language models (LLMs) in domain-specific applications, the challenge of query understanding in the automotive sector still remains underexp…
cs.CL2024
PerSEval: Assessing Personalization in Text Summarizers
Sourish Dasgupta, Ankush Chander, Parth Borad +2
Personalized summarization models cater to individuals' subjective understanding of saliency, as represented by their reading history and current topics of attention. Existing pers…