conftrace_

instruction optimization

7 papers

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Also known as

IO

Co-occurring keywords

large language model (13587) prompt engineering (1135) prompt optimization (190) instruction tuning (838) chain-of-thought reasoning (551) in-context learning (1405) black-box optimization (183) automatic prompt optimization (13) exemplar optimization (1) validation set (4)

Papers

Analyzing LLM Instruction Optimization for Tabular Fact Verification EACL 2026
ACING: Actor-Critic for Instruction Learning in Black-Box LLMs EMNLP 2025
Learning to Instruct: Fine-Tuning a Task-Aware Instruction Optimizer for Black-Box LLMs EMNLP 2025
YNU-HPCC at SemEval-2024 Task 1: Self-Instruction Learning with Black-box Optimization for Semantic Textual Relatedness SEMEVAL 2024
Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization NIPS 2024
VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization NAACL 2024
InstOptima: Evolutionary Multi-objective Instruction Optimization via Large Language Model-based Instruction Operators EMNLP 2023