Prompting - Tag - DataSci Ocean

Prompting

2026

Can an LLM Write Its Own Playbook From a Manual? Ctx2Skill 10-07

Naive Prompt Optimization: What's Left Once You Remove the Search 09-27

More Examples Isn't Better: Rethinking Many-Shot CoT-ICL 09-16

WikiSkill: A Skill Memory That Never Gets Rolled Back 09-02

SketchVLM: Letting a VLM Draw Its Own Reasoning 08-08

SkillOpt: Treating an Agent's Skill File as a Trainable Weight 07-22

UniversalRAG: Mastering Multimodal RAG with Intelligent Routing and Granularity Control 03-25

Selective Clarification: Overcoming LLM Hallucinations via the CLAM Framework 02-25

Stop LLMs From Blindly Guessing: A Deep Dive into "Clarify When Necessary" (NAACL 2025) 02-08

Google's "Free Lunch" for LLMs: How Prompt Repetition Fixes Attention Bottlenecks with Zero Latency 01-19

Is RLHF Killing Creativity? How Verbalized Sampling Mitigates Mode Collapse and Unlocks LLM Diversity 01-03