conftrace_

few-shot demonstration

9 papers

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Co-occurring keywords

large language model (13587) few-shot learning (3398) instruction tuning (838) in-context learning (1405) behavior embedding (2) trajectory information (1) robot manipulator (14) query understanding (33) intent inference (12) skill assessment (9)

Papers

Neuron-Aware Active Few-Shot Learning for LLMs ACL 2026
Why Multimodal In-Context Learning Lags Behind? Unveiling the Inner Mechanisms and Bottlenecks ACL 2026
SkillVerse : Assessing and Enhancing LLMs with Tree Evaluation ACL 2025
Leveraging Domain Knowledge at Inference Time for LLM Translation: Retrieval versus Generation NAACL 2025
Make-An-Agent: A Generalizable Policy Network Generator with Behavior-Prompted Diffusion NIPS 2024
Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programs EMNLP 2024
Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning Through Trap Problems EMNLP 2024
INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning ACL 2024
Learning a Prior over Intent via Meta-Inverse Reinforcement Learning ICML 2019