Neeraj Kumar

IIT Delhi

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Eval Frameworks & Benchmarks (1)Natural Language Processing (1)Tool Use & Agents (1)

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Jyotirmoy Nath (1)Brejesh Lall (1)

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May 27, 2026

Prompt Codebooks: Discrete Compositional Optimization for Language Model Instruction Refinement

Forget monolithic prompts – Prompt Codebooks unlock reusable "instincts" that can be composed on the fly, boosting LLM performance while slashing prompt length by up to 14x.

Jyotirmoy Nath, Neeraj Kumar, Brejesh Lall

Eval Frameworks & Benchmarks Natural Language Processing Tool Use & Agents

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Neeraj Kumar

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Frequent co-authors

Papers (1)