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cs.CL2026
Lingo_Research_Group at SemEval-2026 Task 9: Evaluating Prompt Variants for Polarization Detection
Pritam Kadasi, Anuj Tiwari, Mayank Singh
Our submission presented in this paper is for SemEval-2026 Task 9: Multilingual Text Classification Challenge - Polarization Detection and it covers all three subtasks: (1) binary…
cs.CL2026
When LLMs Stop Following Steps: A Diagnostic Study of Procedural Execution in Language Models
Sailesh Panda, Pritam Kadasi, Abhishek Upperwal +1
Large language models (LLMs) often achieve strong performance on reasoning benchmarks, but final-answer accuracy alone does not show whether they faithfully execute the procedure s…
cs.CL2026
Task--Specificity Score: Measuring How Much Instructions Really Matter for Supervision
Pritam Kadasi, Abhishek Upperwal, Mayank Singh
Instruction tuning is now the default way to train and adapt large language models, but many instruction--input--output pairs are only weakly specified: for a given input, the same…