Papers

• Prompting Complexity: Shortest Prompts for Texts and Behaviors in LLMs (2026)
  Adrian Cosma
  3.51
• MAGE: Understanding Stability-Performance Trade-offs in Multi-component Prompt Optimization (2026)
  Prateek Singh
  3.51
• Code-Guided Reasoning for Small Language Models: Evaluating Executable MCQA Scaffolds (2026)
  Prateek Biswas et al.
  1.89
• APIO: Automatic Prompt Induction and Optimization for Grammatical Error Correction and Text Simplification (2025)
  Artem Chernodub and Aman Saini and Yejin Huh and Vivek Kulkarni and Vipul Raheja
  1.39
• PROMPTEVALS: A Dataset of Assertions and Guardrails for Custom Production Large Language Model Pipelines (2025)
  Reya Vir et al.
  1.28
• Rethinking Prompt Optimizers: From Prompt Merits to Optimization (2025)
  Zixiao Zhu et al.
  1.22
• SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting (2023)
  Xiaoying Zhang et al.
  —
• Exploring Chain-of-Thought Style Prompting for Text-to-SQL (2023)
  Chang-You Tai et al.
  —