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Etiqueta: contextual-anchoring
17 artículos con esta etiqueta.
15 jun 2026
Fleeting Note — {{date}} — {{keyword}}
fleeting
inbox
to-process
academic-writing
architecture
backlog
bias
chain-of-thought
contextual-anchoring
cot
devops
docker
effort-estimation
ethics
few-shot
fleeting-note
github
glossary
gpt
issue-triage
literature-note
local-llm
mistral
ollama
openai
permanent-note
prompting
research
research-methodology
story-points
template
triage
validity
15 jun 2026
PN — H1 (triage): qwen2.5:3b + contextual-anchoring (F1 0.5894) statistically…
permanent-note
puma
engine
triage
wilcoxon
contextual-anchoring
baseline
15 jun 2026
PN — Contextual anchoring is a prompt strategy that prepends concise…
permanent-note
puma
reference
contextual-anchoring
baseline
15 jun 2026
PN — Seven prompting-strategy families are implemented as reusable templates…
permanent-note
puma
methodology
prompting
contextual-anchoring
few-shot
zero-shot
15 jun 2026
PN — Contextual-anchoring prepends operational definitions of each class/level…
permanent-note
puma
methodology
contextual-anchoring
15 jun 2026
PN — PUMA supports multi-strategy prompting
permanent-note
puma
engine
prompting
contextual-anchoring
few-shot
zero-shot
15 jun 2026
RES — Methodological finding F1: the reference baseline F1=0.5867 corresponds to…
result-note
puma
reference
triage
contextual-anchoring
zero-shot
baseline
15 jun 2026
RES — The canonical triage baseline (3B + contextual-anchoring, N=200) achieves…
result-note
puma
methodology
triage
f1-macro
reproducibility
contextual-anchoring
15 jun 2026
RES — The best estimation configuration achieves MAE=1.86 SP (7B model,…
result-note
puma
methodology
estimation
mae
contextual-anchoring
zero-shot
15 jun 2026
RES — Contextual-anchoring is identified as an effective prompt-engineering…
result-note
puma
methodology
contextual-anchoring
release
15 jun 2026
RES — The canonical triage baseline is F1-macro = 0.5867 (qwen2.5:3b,…
result-note
puma
engine
triage
f1-macro
contextual-anchoring
zero-shot
15 jun 2026
📖 PUMA Vault — Master Glossary
glossary
reference
definitions
academic-writing
agile
ai-tools
ami
anythingllm
api
artefact
backlog
baseline
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bias
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chain-of-thought
code-review
codecarbon
contextual-anchoring
cornell-notes
cot
critical-thinking
data-formats
dataset
dev-tools
drca
dsr
effect-size
effort-estimation
egi
elicit
embeddings
ethics
evaluation
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fine-tuning
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para
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pipeline
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prisma
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vector-db
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workflow
zero-shot
zettelkasten
01 may 2026
🧠 MOC — Methods & Frameworks
moc
methods
frameworks
methodology
academic-writing
ami
architecture
artefact
benchmark
bmad
chain-of-thought
contextual-anchoring
cornell-notes
cot
drca
dsr
effect-size
effort-estimation
egi
few-shot
finer
github
gtd
iipr
index
issue-triage
johnny-decimal
keshav
knowledge-management
literature-review
llm
mit-ai-lab
multi-agent
non-parametric
note-taking
obsidian
one-shot
openspec
para
permanent-note
pipeline
prisma
prompting
rcoif
reading-method
research
research-methodology
sdd
slr
spec-driven-development
spec-kit
statistics
story-points
template
triage
vault
wilcoxon
workflow
wp316
zero-shot
zettelkasten
01 mar 2026
Methods: Wilcoxon · FINER · Cornell
permanent
method
wilcoxon
statistics
finer
cornell
research-quality
academic-writing
ai-tools
anthropic
baseline
benchmark
bias
carbon-footprint
chain-of-thought
code-review
codecarbon
contextual-anchoring
cornell-notes
cot
dsr
effect-size
egi
elicit
ethics
evaluation
fairness
falsifiability
github
human-in-the-loop
hypothesis
ict
iipr
issue-triage
literature-review
llm
metrics
non-parametric
note-taking
obsidian
permanent-note
perplexity
pipeline
popper
precision-recall
prisma
privacy
project-management
prompting
python
rcoif
reasoning
research
research-methodology
research-tools
slr
software-engineering
sustainability
template
transformer
triage
vault
zotero
01 mar 2026
Prompt: Claude — IIPR Inverse Prompt Engineering
prompt
iipr
prompt-engineering
refinement
meta-prompt
academic-writing
ai-ethics
ami
anthropic
api
architecture
backlog
benchmark
contextual-anchoring
data-formats
dataset
drca
ethics
human-in-the-loop
ict
issue-triage
jira
json
llm
local-llm
ollama
orchestration
pipeline
planning
project-management
prompt-template
prompting
python
rcoif
reasoning
research
software-engineering
tawos
template
triage
01 mar 2026
💬 MOC — Prompts Library
moc
prompts
ai-tools
rcoif
few-shot
cot
research-workflow
puma
tools
academic-writing
ami
anthropic
anythingllm
architecture
artefact
automation
bdd
benchmark
bibliography
bmad
carbon-footprint
chain-of-thought
citation
codecarbon
connected-papers
context-engineering
contextual-anchoring
critical-thinking
dataset
dev-tools
drca
dsr
effort-estimation
egi
elicit
gemini
github
google
gpt
grounded-theory
hypothesis
ide
iipr
index
issue-triage
jira
keshav
literature-review
llm
local-llm
metrics
multi-agent
navigation
non-parametric
notebooklm
ollama
openai
opencode
openhands
openspec
perplexity
pipeline
precision-recall
prisma
project-management
prompt-engineering
prompting
rag
reading-method
reasoning
red-teaming
refactoring
research
research-methodology
research-rabbit
research-tools
retrieval
sdd
semantic-scholar
semantic-search
slr
spec-driven-development
statistics
story-points
sustainability
tawos
triage
wilcoxon
workflow
zero-shot
zettelkasten
zotero
01 mar 2026
📇 Master Index — Johnny Decimal
index
johnny-decimal
navigation
master
academic-writing
ai-ethics
ami
anthropic
architecture
baseline
benchmark
bibliography
chain-of-thought
citation
code-review
contextual-anchoring
cornell-notes
cot
critical-thinking
dashboard
dataset
dev-tools
drca
dsr
effort-estimation
egi
embeddings
ethics
evaluation
falsifiability
few-shot
finer
github
glossary
gtd
hypothesis
iipr
issue-triage
jira
langgraph
literature-review
llm
local-llm
metrics
mit-ai-lab
moc
multi-agent
non-parametric
note-taking
obsidian
ollama
opencode
pipeline
popper
precision-recall
prisma
project-management
prompting
rag
rcoif
react
reasoning-action
red-teaming
research
research-methodology
retrieval
scrum
sdd
slr
spec-driven-development
statistics
story-points
tawos
template
triage
vault
vector-db
wilcoxon
workflow
wp316
zettelkasten