Dontopedia

Pot Approach

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Pot Approach has 25 facts recorded in Dontopedia across 2 references, with 1 live disagreement.

25 facts·24 predicates·2 sources·1 in dispute

Mostly:potentially improves(2), improves bot capabilities(1), generates programs for(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (6)

Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.

advocatesForAdvocates for(1)

canBeEnhancedByCan Be Enhanced by(1)

enhancesMachineLearningBotsEnhances Machine Learning Bots(1)

enhancesPotEnhances Pot(1)

evaluatesPositivelyEvaluates Positively(1)

providesImplementationStepsForProvides Implementation Steps for(1)

Other facts (25)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

25 facts
PredicateValueRef
Potentially ImprovesBot Performance[2]
Potentially ImprovesMachine Learning Bots[2]
Improves Bot Capabilitiestrue[1]
Generates Programs forReasoning Process[1]
Combined WithSelf Consistency Decoding[2]
Described inPot Paper[2]
DisentanglesComputation[2]
Disentangles FromReasoning[2]
Evaluated AcrossVarious Datasets[2]
Has Gain OverCot Method[2]
Has ShownPerformance Gain[2]
Implies SuperiorityCot Method[2]
Improves Capabilities inNumerical Reasoning Tasks[2]
Published on Arxiv2211.12588[2]
ReferencesArxiv 2211.12588[2]
RelegatesComputation[2]
Relegates toExternal Computer[2]
Serves Purpose ofNumerical Reasoning Improvement[2]
Shows Performance Gain of12%[2]
Superior toCot Method[2]
Targets Numerical ReasoningNumerical Reasoning Tasks[2]
Tested in Few ShotZero Shot[2]
Achieves State of the ArtMath Problem Datasets[2]
UsesLanguage Models[2]
Causes Performance GainCot Method[2]

Timeline

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

improvesBotCapabilitiesblah/unturf/part-7
true
generatesProgramsForblah/unturf/part-7
ex:reasoning-process
combinedWithblah/unturf/part-6
ex:self-consistency-decoding
describedInblah/unturf/part-6
ex:pot-paper
disentanglesblah/unturf/part-6
ex:computation
disentanglesFromblah/unturf/part-6
ex:reasoning
evaluatedAcrossblah/unturf/part-6
ex:various-datasets
hasGainOverblah/unturf/part-6
ex:cot-method
hasShownblah/unturf/part-6
ex:performance-gain
impliesSuperiorityblah/unturf/part-6
ex:cot-method
improvesCapabilitiesInblah/unturf/part-6
ex:numerical-reasoning-tasks
potentiallyImprovesblah/unturf/part-6
ex:bot-performance
potentiallyImprovesblah/unturf/part-6
ex:machine-learning-bots
publishedOnArxivblah/unturf/part-6
ex:2211.12588
referencesblah/unturf/part-6
ex:arxiv-2211.12588
relegatesblah/unturf/part-6
ex:computation
relegatesToblah/unturf/part-6
ex:external-computer
servesPurposeOfblah/unturf/part-6
ex:numerical-reasoning-improvement
showsPerformanceGainOfblah/unturf/part-6
12%
superiorToblah/unturf/part-6
ex:cot-method
targetsNumericalReasoningblah/unturf/part-6
ex:numerical-reasoning-tasks
testedInFewShotblah/unturf/part-6
ex:zero-shot
achievesStateOfTheArtblah/unturf/part-6
ex:math-problem-datasets
usesblah/unturf/part-6
ex:language-models
causesPerformanceGainblah/unturf/part-6
ex:cot-method

References (2)

2 references
  1. [1]Part 72 facts
    ctx:discord/blah/unturf/part-7
  2. [2]Part 623 facts
    ctx:discord/blah/unturf/part-6

See also

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