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cs.CL2026
Padārtha: Ontology-Grounded Fine-Grained NER Benchmark for Classical Sanskrit
Sujoy Sarkar, Pretam Ray, Paramhans Shah +4
Annotation schemas are not neutral. When applied to classical literature, tag sets developed for modern journalistic texts impose source-culture definitions on texts they were neve…
cs.CL2026
AdaptEvolve: Improving Efficiency of Evolutionary AI Agents through Adaptive Model Selection
Pretam Ray, Pratik Prabhanjan Brahma, Zicheng Liu +1
Evolutionary agentic systems intensify the trade-off between computational efficiency and reasoning capability by repeatedly invoking large language models (LLMs) during inference.…