source,target,type,weight,attributes
auto-cot,cot,extends,1.0,
self-consistency,cot,extends,1.0,
logicot,cot,extends,1.0,
cos,cot,extends,1.0,
tot,cot,extends,1.0,
thot,cot,extends,1.0,
chain-of-table,cot,extends,1.0,
echo,auto-cot,extends,1.0,
logic-of-thought,cot,extends,1.0,
cd-cot,cot,extends,1.0,
r-cot,cot,extends,1.0,
cod,cot,extends,1.0,
complex-cot,cot,extends,1.0,
ccot,cot,extends,1.0,
contrastive-sc,self-consistency,extends,1.0,
faithful-cot,cot,extends,1.0,
pot,cot,extends,1.0,
pal,cot,extends,1.0,
coc,cot,extends,1.0,
scot,cot,extends,1.0,
code-prompting,cot,extends,1.0,
least-to-most,cot,extends,1.0,
plan-and-solve,cot,extends,1.0,
mathprompter,cot,extends,1.0,
active-prompt,cot,extends,1.0,
iap,cot,extends,1.0,
analogical-reasoning,cot,extends,1.0,
synthetic-prompting,cot,extends,1.0,
maieutic,cot,extends,1.0,
metacognitive,cot,extends,1.0,
cove,cot,extends,1.0,
thor,cot,extends,1.0,
coe,cot,extends,1.0,
decomp,cot,extends,1.0,
ensemble-refinement,cot,extends,1.0,
ensemble-refinement,self-consistency,extends,1.0,
verify-and-edit,cot,extends,1.0,
verify-and-edit,self-consistency,extends,1.0,
fed-sp-dp,cot,extends,1.0,
fed-sp-dp,self-consistency,extends,1.0,
decomp,least-to-most,extends,1.0,
metacognitive,plan-and-solve,extends,1.0,
active-prompt,self-consistency,extends,1.0,
contrastive-sc,ccot,extends,1.0,
complex-cot,self-consistency,extends,1.0,
got,tot,extends,1.0,
bot,tot,extends,1.0,
xot,tot,extends,1.0,
con,rag,extends,1.0,
cok,rag,extends,1.0,
implicit-rag,rag,extends,1.0,
graph-rag,rag,extends,1.0,
gnn-rag,rag,extends,1.0,
agentic-rag,rag,extends,1.0,
hyde,rag,extends,1.0,
query2doc,rag,extends,1.0,
selfmem,rag,extends,1.0,
meta-rag,rag,extends,1.0,
cok,cot,extends,1.0,
cove,rag,extends,1.0,
art,cot,extends,1.0,
react,cot,extends,1.0,
dater,binder,extends,1.0,
chain-of-table,dater,extends,1.0,
coc,pot,extends,1.0,
multibot,pot,extends,1.0,
faithful-cot,pal,extends,1.0,
s2a,instructed-prompting,extends,1.0,
few-shot,zero-shot,extends,1.0,
reflexion,react,extends,1.0,
self-discover,cot,extends,1.0,
skeleton-of-thought,cot,extends,1.0,
cumulative-reasoning,tot,extends,1.0,
multi-agent-debate,self-consistency,extends,1.0,
ama,few-shot,extends,1.0,
take-step-back,cot,extends,1.0,
self-refine,cot,extends,1.0,
self-consistency,alg-majority-voting,uses_algorithm,1.0,
cd-cot,alg-majority-voting,uses_algorithm,1.0,
complex-cot,alg-majority-voting,uses_algorithm,1.0,
contrastive-sc,alg-majority-voting,uses_algorithm,1.0,
ensemble-refinement,alg-majority-voting,uses_algorithm,1.0,
fed-sp-dp,alg-majority-voting,uses_algorithm,1.0,
diverse,alg-majority-voting,uses_algorithm,1.0,
multibot,alg-majority-voting,uses_algorithm,1.0,
tot,alg-tree-search,uses_algorithm,1.0,
maieutic,alg-tree-search,uses_algorithm,1.0,
tot,alg-backtracking,uses_algorithm,1.0,
got,alg-backtracking,uses_algorithm,1.0,
pot,alg-code-execution,uses_algorithm,1.0,
pal,alg-code-execution,uses_algorithm,1.0,
coc,alg-code-execution,uses_algorithm,1.0,
mathprompter,alg-code-execution,uses_algorithm,1.0,
scratchpad,alg-code-execution,uses_algorithm,1.0,
binder,alg-code-execution,uses_algorithm,1.0,
dater,alg-code-execution,uses_algorithm,1.0,
faithful-cot,alg-code-execution,uses_algorithm,1.0,
multibot,alg-code-execution,uses_algorithm,1.0,
rag,alg-retrieval,uses_algorithm,1.0,
con,alg-retrieval,uses_algorithm,1.0,
cok,alg-retrieval,uses_algorithm,1.0,
verify-and-edit,alg-retrieval,uses_algorithm,1.0,
graph-rag,alg-retrieval,uses_algorithm,1.0,
gnn-rag,alg-retrieval,uses_algorithm,1.0,
agentic-rag,alg-retrieval,uses_algorithm,1.0,
hyde,alg-retrieval,uses_algorithm,1.0,
query2doc,alg-retrieval,uses_algorithm,1.0,
selfmem,alg-retrieval,uses_algorithm,1.0,
meta-rag,alg-retrieval,uses_algorithm,1.0,
react,alg-tool-use,uses_algorithm,1.0,
art,alg-tool-use,uses_algorithm,1.0,
talm,alg-tool-use,uses_algorithm,1.0,
toolformer,alg-tool-use,uses_algorithm,1.0,
mrkl,alg-tool-use,uses_algorithm,1.0,
chameleon,alg-tool-use,uses_algorithm,1.0,
gorilla,alg-tool-use,uses_algorithm,1.0,
hugginggpt,alg-tool-use,uses_algorithm,1.0,
toolalpaca,alg-tool-use,uses_algorithm,1.0,
critic,alg-tool-use,uses_algorithm,1.0,
agentic-rag,alg-tool-use,uses_algorithm,1.0,
auto-cot,alg-clustering,uses_algorithm,1.0,
echo,alg-clustering,uses_algorithm,1.0,
self-consistency,alg-multiple-sampling,uses_algorithm,1.0,
cd-cot,alg-multiple-sampling,uses_algorithm,1.0,
complex-cot,alg-multiple-sampling,uses_algorithm,1.0,
ensemble-refinement,alg-multiple-sampling,uses_algorithm,1.0,
fed-sp-dp,alg-multiple-sampling,uses_algorithm,1.0,
diverse,alg-multiple-sampling,uses_algorithm,1.0,
active-prompt,alg-uncertainty-estimation,uses_algorithm,1.0,
iap,alg-uncertainty-estimation,uses_algorithm,1.0,
ape,alg-auto-prompt-gen,uses_algorithm,1.0,
opro,alg-auto-prompt-gen,uses_algorithm,1.0,
graph-rag,alg-kg-reasoning,uses_algorithm,1.0,
gnn-rag,alg-kg-reasoning,uses_algorithm,1.0,
tot,alg-thought-evaluation,uses_algorithm,1.0,
got,alg-thought-evaluation,uses_algorithm,1.0,
bot,alg-thought-evaluation,uses_algorithm,1.0,
prompt-boosting,alg-boosting,uses_algorithm,1.0,
minds-eye,alg-physics-simulation,uses_algorithm,1.0,
coc,alg-lmulator,uses_algorithm,1.0,
ama,alg-multiple-sampling,uses_algorithm,1.0,
ama,alg-majority-voting,uses_algorithm,1.0,
reflexion,alg-tool-use,uses_algorithm,1.0,
self-discover,alg-auto-prompt-gen,uses_algorithm,1.0,
cumulative-reasoning,alg-thought-evaluation,uses_algorithm,1.0,
cumulative-reasoning,alg-majority-voting,uses_algorithm,1.0,
multi-agent-debate,alg-multiple-sampling,uses_algorithm,1.0,
multi-agent-debate,alg-majority-voting,uses_algorithm,1.0,
scot,alg-code-execution,uses_algorithm,1.0,
cot,pc-intermediate-reasoning,uses_prompt,1.0,
auto-cot,pc-intermediate-reasoning,uses_prompt,1.0,
self-consistency,pc-intermediate-reasoning,uses_prompt,1.0,
logicot,pc-intermediate-reasoning,uses_prompt,1.0,
ccot,pc-intermediate-reasoning,uses_prompt,1.0,
complex-cot,pc-intermediate-reasoning,uses_prompt,1.0,
cod,pc-intermediate-reasoning,uses_prompt,1.0,
plan-and-solve,pc-intermediate-reasoning,uses_prompt,1.0,
metacognitive,pc-intermediate-reasoning,uses_prompt,1.0,
analogical-reasoning,pc-intermediate-reasoning,uses_prompt,1.0,
synthetic-prompting,pc-intermediate-reasoning,uses_prompt,1.0,
coc,pc-intermediate-reasoning,uses_prompt,1.0,
scot,pc-intermediate-reasoning,uses_prompt,1.0,
chain-of-table,pc-intermediate-reasoning,uses_prompt,1.0,
r-cot,pc-intermediate-reasoning,uses_prompt,1.0,
logic-of-thought,pc-intermediate-reasoning,uses_prompt,1.0,
cove,pc-intermediate-reasoning,uses_prompt,1.0,
thot,pc-intermediate-reasoning,uses_prompt,1.0,
react,pc-intermediate-reasoning,uses_prompt,1.0,
cos,pc-symbolic-representation,uses_prompt,1.0,
logic-of-thought,pc-propositional-logic,uses_prompt,1.0,
logicot,pc-propositional-logic,uses_prompt,1.0,
ccot,pc-contrastive-examples,uses_prompt,1.0,
contrastive-sc,pc-contrastive-examples,uses_prompt,1.0,
cd-cot,pc-contrastive-examples,uses_prompt,1.0,
emotion-prompting,pc-emotional-stimulus,uses_prompt,1.0,
rar,pc-question-rephrasing,uses_prompt,1.0,
cod,pc-concise-reasoning,uses_prompt,1.0,
analogical-reasoning,pc-analogical-examples,uses_prompt,1.0,
complex-cot,pc-complexity-selection,uses_prompt,1.0,
synthetic-prompting,pc-complexity-selection,uses_prompt,1.0,
s2a,pc-context-filtering,uses_prompt,1.0,
instructed-prompting,pc-context-filtering,uses_prompt,1.0,
pot,pc-code-generation,uses_prompt,1.0,
pal,pc-code-generation,uses_prompt,1.0,
coc,pc-code-generation,uses_prompt,1.0,
scot,pc-code-generation,uses_prompt,1.0,
binder,pc-code-generation,uses_prompt,1.0,
not,pc-code-generation,uses_prompt,1.0,
code-prompting,pc-code-generation,uses_prompt,1.0,
faithful-cot,pc-code-generation,uses_prompt,1.0,
bot,pc-template-reuse,uses_prompt,1.0,
not,pc-narrative-construction,uses_prompt,1.0,
mathprompter,pc-algebraic-abstraction,uses_prompt,1.0,
react,pc-role-assignment,uses_prompt,1.0,
chameleon,pc-role-assignment,uses_prompt,1.0,
hugginggpt,pc-role-assignment,uses_prompt,1.0,
art,pc-role-assignment,uses_prompt,1.0,
metacognitive,pc-role-assignment,uses_prompt,1.0,
multi-agent-debate,pc-role-assignment,uses_prompt,1.0,
zero-shot,pc-task-instruction,uses_prompt,1.0,
few-shot,pc-task-instruction,uses_prompt,1.0,
plan-and-solve,pc-task-instruction,uses_prompt,1.0,
emotion-prompting,pc-task-instruction,uses_prompt,1.0,
reflexion,pc-intermediate-reasoning,uses_prompt,1.0,
self-discover,pc-intermediate-reasoning,uses_prompt,1.0,
skeleton-of-thought,pc-format-constraints,uses_prompt,1.0,
cumulative-reasoning,pc-intermediate-reasoning,uses_prompt,1.0,
detox-chain,pc-context-filtering,uses_prompt,1.0,
least-to-most,df-decomposition,uses_data_flow,1.0,
plan-and-solve,df-decomposition,uses_data_flow,1.0,
decomp,df-decomposition,uses_data_flow,1.0,
art,df-decomposition,uses_data_flow,1.0,
dater,df-decomposition,uses_data_flow,1.0,
least-to-most,df-sequential-chaining,uses_data_flow,1.0,
decomp,df-sequential-chaining,uses_data_flow,1.0,
logicot,df-verification,uses_data_flow,1.0,
cove,df-verification,uses_data_flow,1.0,
mathprompter,df-verification,uses_data_flow,1.0,
r-cot,df-verification,uses_data_flow,1.0,
verify-and-edit,df-verification,uses_data_flow,1.0,
diverse,df-verification,uses_data_flow,1.0,
self-refine,df-self-reflection,uses_data_flow,1.0,
self-contrast,df-self-reflection,uses_data_flow,1.0,
metacognitive,df-self-reflection,uses_data_flow,1.0,
thot,df-self-reflection,uses_data_flow,1.0,
critic,df-self-reflection,uses_data_flow,1.0,
self-refine,df-iterative-refinement,uses_data_flow,1.0,
opro,df-iterative-refinement,uses_data_flow,1.0,
ensemble-refinement,df-iterative-refinement,uses_data_flow,1.0,
critic,df-iterative-refinement,uses_data_flow,1.0,
selfmem,df-iterative-refinement,uses_data_flow,1.0,
rag,df-context-augmentation,uses_data_flow,1.0,
con,df-context-augmentation,uses_data_flow,1.0,
cok,df-context-augmentation,uses_data_flow,1.0,
take-step-back,df-context-augmentation,uses_data_flow,1.0,
react,df-action-observation,uses_data_flow,1.0,
agentic-rag,df-action-observation,uses_data_flow,1.0,
con,df-document-scoring,uses_data_flow,1.0,
cok,df-knowledge-adaptation,uses_data_flow,1.0,
got,df-graph-reasoning,uses_data_flow,1.0,
eedp,df-graph-reasoning,uses_data_flow,1.0,
chain-of-table,df-tabular-reasoning,uses_data_flow,1.0,
binder,df-tabular-reasoning,uses_data_flow,1.0,
dater,df-tabular-reasoning,uses_data_flow,1.0,
bot,df-external-memory,uses_data_flow,1.0,
scratchpad,df-external-memory,uses_data_flow,1.0,
selfmem,df-external-memory,uses_data_flow,1.0,
logicot,df-reductio-ad-absurdum,uses_data_flow,1.0,
maieutic,df-reductio-ad-absurdum,uses_data_flow,1.0,
coe,df-event-extraction,uses_data_flow,1.0,
thor,df-aspect-opinion-sentiment,uses_data_flow,1.0,
echo,df-reasoning-harmonization,uses_data_flow,1.0,
lot-layer,df-hierarchical-filtering,uses_data_flow,1.0,
eedp,df-dag-extraction,uses_data_flow,1.0,
active-prompt,df-human-annotation,uses_data_flow,1.0,
fed-sp-dp,df-query-paraphrasing,uses_data_flow,1.0,
art,df-demo-library,uses_data_flow,1.0,
auto-cot,df-representative-selection,uses_data_flow,1.0,
echo,df-representative-selection,uses_data_flow,1.0,
active-prompt,df-representative-selection,uses_data_flow,1.0,
iap,df-saliency-analysis,uses_data_flow,1.0,
reflexion,df-iterative-refinement,uses_data_flow,1.0,
reflexion,df-self-reflection,uses_data_flow,1.0,
reflexion,df-feedback-loop,uses_data_flow,1.0,
reflexion,df-external-memory,uses_data_flow,1.0,
self-discover,df-decomposition,uses_data_flow,1.0,
skeleton-of-thought,df-parallel-decomposition,uses_data_flow,1.0,
skeleton-of-thought,df-decomposition,uses_data_flow,1.0,
cumulative-reasoning,df-iterative-refinement,uses_data_flow,1.0,
cumulative-reasoning,df-verification,uses_data_flow,1.0,
multi-agent-debate,df-feedback-loop,uses_data_flow,1.0,
multi-agent-debate,df-iterative-refinement,uses_data_flow,1.0,
detox-chain,df-iterative-refinement,uses_data_flow,1.0,
hag,df-iterative-refinement,uses_data_flow,1.0,
ama,df-query-paraphrasing,uses_data_flow,1.0,
cot,cap-arithmetic,develops,1.0,
self-consistency,cap-arithmetic,develops,1.0,
pot,cap-arithmetic,develops,1.0,
pal,cap-arithmetic,develops,1.0,
mathprompter,cap-arithmetic,develops,1.0,
coc,cap-arithmetic,develops,1.0,
cod,cap-arithmetic,develops,1.0,
cos,cap-symbolic,develops,1.0,
logic-of-thought,cap-symbolic,develops,1.0,
faithful-cot,cap-symbolic,develops,1.0,
pot,cap-symbolic,develops,1.0,
cos,cap-spatial,develops,1.0,
minds-eye,cap-spatial,develops,1.0,
not,cap-temporal,develops,1.0,
take-step-back,cap-temporal,develops,1.0,
logicot,cap-deductive,develops,1.0,
logic-of-thought,cap-deductive,develops,1.0,
maieutic,cap-deductive,develops,1.0,
tot,cap-deductive,develops,1.0,
few-shot,cap-inductive,develops,1.0,
analogical-reasoning,cap-inductive,develops,1.0,
synthetic-prompting,cap-inductive,develops,1.0,
logicot,cap-causal,develops,1.0,
coc,cap-causal,develops,1.0,
analogical-reasoning,cap-analogical,develops,1.0,
few-shot,cap-analogical,develops,1.0,
plan-and-solve,cap-planning,develops,1.0,
tot,cap-planning,develops,1.0,
got,cap-planning,develops,1.0,
least-to-most,cap-planning,develops,1.0,
decomp,cap-planning,develops,1.0,
art,cap-planning,develops,1.0,
react,cap-planning,develops,1.0,
chameleon,cap-planning,develops,1.0,
hugginggpt,cap-planning,develops,1.0,
take-step-back,cap-abstraction,develops,1.0,
metacognitive,cap-abstraction,develops,1.0,
self-refine,cap-self-monitoring,develops,1.0,
self-consistency,cap-self-monitoring,develops,1.0,
metacognitive,cap-self-monitoring,develops,1.0,
logicot,cap-self-monitoring,develops,1.0,
cove,cap-self-monitoring,develops,1.0,
verify-and-edit,cap-self-monitoring,develops,1.0,
critic,cap-self-monitoring,develops,1.0,
least-to-most,cap-compositional,develops,1.0,
decomp,cap-compositional,develops,1.0,
react,cap-multi-hop,develops,1.0,
cok,cap-multi-hop,develops,1.0,
decomp,cap-multi-hop,develops,1.0,
meta-rag,cap-multi-hop,develops,1.0,
rag,cap-retrieval-integration,develops,1.0,
cok,cap-retrieval-integration,develops,1.0,
con,cap-retrieval-integration,develops,1.0,
graph-rag,cap-retrieval-integration,develops,1.0,
pot,cap-code-synthesis,develops,1.0,
pal,cap-code-synthesis,develops,1.0,
coc,cap-code-synthesis,develops,1.0,
scot,cap-code-synthesis,develops,1.0,
binder,cap-code-synthesis,develops,1.0,
tot,cap-creative-generation,develops,1.0,
emotion-prompting,cap-creative-generation,develops,1.0,
emotion-prompting,cap-emotional-understanding,develops,1.0,
thor,cap-emotional-understanding,develops,1.0,
zero-shot,cap-inductive,develops,1.0,
zero-shot,cap-compositional,develops,1.0,
ama,cap-inductive,develops,1.0,
hag,cap-self-monitoring,develops,1.0,
reflexion,cap-self-monitoring,develops,1.0,
reflexion,cap-planning,develops,1.0,
self-discover,cap-planning,develops,1.0,
self-discover,cap-self-monitoring,develops,1.0,
self-discover,cap-deductive,develops,1.0,
skeleton-of-thought,cap-compositional,develops,1.0,
skeleton-of-thought,cap-planning,develops,1.0,
cumulative-reasoning,cap-deductive,develops,1.0,
cumulative-reasoning,cap-arithmetic,develops,1.0,
multi-agent-debate,cap-deductive,develops,1.0,
multi-agent-debate,cap-self-monitoring,develops,1.0,
talm,cap-planning,develops,1.0,
toolformer,cap-planning,develops,1.0,
mrkl,cap-planning,develops,1.0,
gorilla,cap-code-synthesis,develops,1.0,
agentic-rag,cap-multi-hop,develops,1.0,
agentic-rag,cap-planning,develops,1.0,
math-word-problems,cap-arithmetic,requires,1.0,
math-algebraic,cap-arithmetic,requires,1.0,
math-tabular,cap-arithmetic,requires,1.0,
math-search-based,cap-arithmetic,requires,1.0,
math-word-problems,cap-symbolic,requires,1.0,
math-algebraic,cap-symbolic,requires,1.0,
math-tabular,cap-symbolic,requires,1.0,
math-search-based,cap-symbolic,requires,1.0,
math-word-problems,cap-deductive,requires,1.0,
math-algebraic,cap-deductive,requires,1.0,
math-tabular,cap-deductive,requires,1.0,
math-search-based,cap-deductive,requires,1.0,
logical-reasoning,cap-deductive,requires,1.0,
logical-reasoning,cap-symbolic,requires,1.0,
commonsense-reasoning,cap-inductive,requires,1.0,
commonsense-reasoning,cap-causal,requires,1.0,
commonsense-reasoning,cap-analogical,requires,1.0,
multi-hop-reasoning,cap-multi-hop,requires,1.0,
multi-hop-reasoning,cap-planning,requires,1.0,
multi-hop-reasoning,cap-retrieval-integration,requires,1.0,
spatial-qa,cap-spatial,requires,1.0,
causal-reasoning,cap-causal,requires,1.0,
causal-reasoning,cap-deductive,requires,1.0,
social-reasoning,cap-causal,requires,1.0,
social-reasoning,cap-emotional-understanding,requires,1.0,
code-gen,cap-code-synthesis,requires,1.0,
code-gen,cap-planning,requires,1.0,
task-completion,cap-planning,requires,1.0,
task-completion,cap-multi-hop,requires,1.0,
truthfulness,cap-self-monitoring,requires,1.0,
truthfulness,cap-retrieval-integration,requires,1.0,
hallucination-reduction,cap-self-monitoring,requires,1.0,
hallucination-reduction,cap-retrieval-integration,requires,1.0,
free-response,cap-creative-generation,requires,1.0,
free-response,cap-planning,requires,1.0,
summarization,cap-abstraction,requires,1.0,
summarization,cap-planning,requires,1.0,
sentiment,cap-emotional-understanding,requires,1.0,
sentiment,cap-inductive,requires,1.0,
table-math,cap-arithmetic,requires,1.0,
table-math,cap-symbolic,requires,1.0,
table-qa,cap-planning,requires,1.0,
table-qa,cap-deductive,requires,1.0,
physical-reasoning,cap-spatial,requires,1.0,
physical-reasoning,cap-causal,requires,1.0,
conversational-qa,cap-temporal,requires,1.0,
conversational-qa,cap-multi-hop,requires,1.0,
dialogue,cap-temporal,requires,1.0,
dialogue,cap-emotional-understanding,requires,1.0,
machine-translation,cap-analogical,requires,1.0,
machine-translation,cap-compositional,requires,1.0,
nli,cap-deductive,requires,1.0,
nli,cap-inductive,requires,1.0,
relation-extraction,cap-deductive,requires,1.0,
relation-extraction,cap-multi-hop,requires,1.0,
paraphrasing,cap-compositional,requires,1.0,
paraphrasing,cap-analogical,requires,1.0,
cot,math-word-problems,excels_at,1.0,
cot,math-algebraic,excels_at,1.0,
auto-cot,math-word-problems,excels_at,1.0,
auto-cot,math-algebraic,excels_at,1.0,
self-consistency,math-word-problems,excels_at,1.0,
self-consistency,math-algebraic,excels_at,1.0,
pot,math-algebraic,excels_at,1.0,
pot,math-tabular,excels_at,1.0,
pal,math-algebraic,excels_at,1.0,
pal,math-tabular,excels_at,1.0,
complex-cot,math-word-problems,excels_at,1.0,
complex-cot,math-algebraic,excels_at,1.0,
plan-and-solve,math-word-problems,excels_at,1.0,
plan-and-solve,math-algebraic,excels_at,1.0,
mathprompter,math-algebraic,excels_at,1.0,
mathprompter,math-tabular,excels_at,1.0,
tot,math-search-based,excels_at,1.0,
logicot,math-word-problems,excels_at,1.0,
logicot,math-algebraic,excels_at,1.0,
least-to-most,math-word-problems,excels_at,1.0,
least-to-most,math-algebraic,excels_at,1.0,
coc,math-algebraic,excels_at,1.0,
coc,math-tabular,excels_at,1.0,
analogical-reasoning,math-word-problems,excels_at,1.0,
analogical-reasoning,math-algebraic,excels_at,1.0,
synthetic-prompting,math-word-problems,excels_at,1.0,
synthetic-prompting,math-algebraic,excels_at,1.0,
ccot,math-word-problems,excels_at,1.0,
ccot,math-algebraic,excels_at,1.0,
contrastive-sc,math-word-problems,excels_at,1.0,
contrastive-sc,math-algebraic,excels_at,1.0,
fed-sp-dp,math-word-problems,excels_at,1.0,
fed-sp-dp,math-algebraic,excels_at,1.0,
cot,logical-reasoning,excels_at,1.0,
pal,logical-reasoning,excels_at,1.0,
synthetic-prompting,logical-reasoning,excels_at,1.0,
coc,logical-reasoning,excels_at,1.0,
logicot,logical-reasoning,excels_at,1.0,
tot,logical-reasoning,excels_at,1.0,
analogical-reasoning,logical-reasoning,excels_at,1.0,
cot,commonsense-reasoning,excels_at,1.0,
decomp,commonsense-reasoning,excels_at,1.0,
self-consistency,commonsense-reasoning,excels_at,1.0,
maieutic,commonsense-reasoning,excels_at,1.0,
coc,commonsense-reasoning,excels_at,1.0,
auto-cot,commonsense-reasoning,excels_at,1.0,
plan-and-solve,commonsense-reasoning,excels_at,1.0,
active-prompt,commonsense-reasoning,excels_at,1.0,
pal,commonsense-reasoning,excels_at,1.0,
complex-cot,commonsense-reasoning,excels_at,1.0,
analogical-reasoning,commonsense-reasoning,excels_at,1.0,
least-to-most,commonsense-reasoning,excels_at,1.0,
cot,multi-hop-reasoning,excels_at,1.0,
auto-cot,multi-hop-reasoning,excels_at,1.0,
self-consistency,multi-hop-reasoning,excels_at,1.0,
ccot,multi-hop-reasoning,excels_at,1.0,
contrastive-sc,multi-hop-reasoning,excels_at,1.0,
active-prompt,multi-hop-reasoning,excels_at,1.0,
complex-cot,multi-hop-reasoning,excels_at,1.0,
react,multi-hop-reasoning,excels_at,1.0,
verify-and-edit,multi-hop-reasoning,excels_at,1.0,
cok,multi-hop-reasoning,excels_at,1.0,
least-to-most,multi-hop-reasoning,excels_at,1.0,
decomp,multi-hop-reasoning,excels_at,1.0,
plan-and-solve,multi-hop-reasoning,excels_at,1.0,
meta-rag,multi-hop-reasoning,excels_at,1.0,
cot,cf-qa,excels_at,1.0,
thot,cf-qa,excels_at,1.0,
cove,cf-qa,excels_at,1.0,
self-consistency,cf-qa,excels_at,1.0,
verify-and-edit,cf-qa,excels_at,1.0,
cok,cf-qa,excels_at,1.0,
ensemble-refinement,cf-qa,excels_at,1.0,
implicit-rag,contextual-qa,excels_at,1.0,
cot,contextual-qa,excels_at,1.0,
analogical-reasoning,contextual-qa,excels_at,1.0,
cove,contextual-qa,excels_at,1.0,
pot,contextual-qa,excels_at,1.0,
plan-and-solve,contextual-qa,excels_at,1.0,
metacognitive,contextual-qa,excels_at,1.0,
least-to-most,contextual-qa,excels_at,1.0,
pot,conversational-qa,excels_at,1.0,
cot,conversational-qa,excels_at,1.0,
self-consistency,conversational-qa,excels_at,1.0,
pal,conversational-qa,excels_at,1.0,
cot,spatial-qa,excels_at,1.0,
cos,spatial-qa,excels_at,1.0,
coc,spatial-qa,excels_at,1.0,
minds-eye,spatial-qa,excels_at,1.0,
pot,table-math,excels_at,1.0,
cot,table-math,excels_at,1.0,
self-consistency,table-math,excels_at,1.0,
pal,table-math,excels_at,1.0,
coc,table-math,excels_at,1.0,
complex-cot,table-math,excels_at,1.0,
cot,table-qa,excels_at,1.0,
binder,table-qa,excels_at,1.0,
dater,table-qa,excels_at,1.0,
chain-of-table,table-qa,excels_at,1.0,
self-consistency,table-qa,excels_at,1.0,
verify-and-edit,table-qa,excels_at,1.0,
cok,table-qa,excels_at,1.0,
cot,table-truth,excels_at,1.0,
binder,table-truth,excels_at,1.0,
dater,table-truth,excels_at,1.0,
chain-of-table,table-truth,excels_at,1.0,
s2a,truthfulness,excels_at,1.0,
cot,truthfulness,excels_at,1.0,
instructed-prompting,truthfulness,excels_at,1.0,
react,truthfulness,excels_at,1.0,
self-consistency,truthfulness,excels_at,1.0,
verify-and-edit,truthfulness,excels_at,1.0,
cok,truthfulness,excels_at,1.0,
least-to-most,truthfulness,excels_at,1.0,
cot,free-response,excels_at,1.0,
self-consistency,free-response,excels_at,1.0,
tot,free-response,excels_at,1.0,
cove,free-response,excels_at,1.0,
analogical-reasoning,code-gen,excels_at,1.0,
cot,code-gen,excels_at,1.0,
scot,code-gen,excels_at,1.0,
cot,dialogue,excels_at,1.0,
thot,dialogue,excels_at,1.0,
cot,social-reasoning,excels_at,1.0,
logicot,social-reasoning,excels_at,1.0,
cot,causal-reasoning,excels_at,1.0,
logicot,causal-reasoning,excels_at,1.0,
coc,causal-reasoning,excels_at,1.0,
cot,text-classification,excels_at,1.0,
plan-and-solve,text-classification,excels_at,1.0,
self-consistency,text-classification,excels_at,1.0,
metacognitive,text-classification,excels_at,1.0,
cot,task-completion,excels_at,1.0,
react,task-completion,excels_at,1.0,
least-to-most,task-completion,excels_at,1.0,
cot,relation-extraction,excels_at,1.0,
plan-and-solve,relation-extraction,excels_at,1.0,
self-consistency,relation-extraction,excels_at,1.0,
metacognitive,relation-extraction,excels_at,1.0,
cot,nli,excels_at,1.0,
plan-and-solve,nli,excels_at,1.0,
self-consistency,nli,excels_at,1.0,
metacognitive,nli,excels_at,1.0,
cot,stance-detection,excels_at,1.0,
cot,paraphrasing,excels_at,1.0,
plan-and-solve,paraphrasing,excels_at,1.0,
self-consistency,paraphrasing,excels_at,1.0,
metacognitive,paraphrasing,excels_at,1.0,
coe,summarization,excels_at,1.0,
cot,wsd,excels_at,1.0,
plan-and-solve,wsd,excels_at,1.0,
self-consistency,wsd,excels_at,1.0,
metacognitive,wsd,excels_at,1.0,
cot,ner,excels_at,1.0,
plan-and-solve,ner,excels_at,1.0,
metacognitive,ner,excels_at,1.0,
cot,machine-translation,excels_at,1.0,
coc,machine-translation,excels_at,1.0,
cot,sentiment,excels_at,1.0,
coc,sentiment,excels_at,1.0,
thor,sentiment,excels_at,1.0,
cot,recommender,excels_at,1.0,
coc,recommender,excels_at,1.0,
rag,hallucination-reduction,excels_at,1.0,
cove,hallucination-reduction,excels_at,1.0,
con,hallucination-reduction,excels_at,1.0,
cok,hallucination-reduction,excels_at,1.0,
self-refine,hallucination-reduction,excels_at,1.0,
minds-eye,physical-reasoning,excels_at,1.0,
take-step-back,physical-reasoning,excels_at,1.0,
zero-shot,text-classification,excels_at,1.0,
zero-shot,cf-qa,excels_at,1.0,
zero-shot,free-response,excels_at,1.0,
zero-shot,machine-translation,excels_at,1.0,
zero-shot,sentiment,excels_at,1.0,
zero-shot,nli,excels_at,1.0,
zero-shot,ner,excels_at,1.0,
zero-shot,code-gen,excels_at,1.0,
few-shot,text-classification,excels_at,1.0,
few-shot,cf-qa,excels_at,1.0,
few-shot,free-response,excels_at,1.0,
few-shot,machine-translation,excels_at,1.0,
few-shot,sentiment,excels_at,1.0,
few-shot,nli,excels_at,1.0,
few-shot,ner,excels_at,1.0,
few-shot,code-gen,excels_at,1.0,
few-shot,contextual-qa,excels_at,1.0,
echo,math-word-problems,excels_at,1.0,
echo,math-algebraic,excels_at,1.0,
echo,commonsense-reasoning,excels_at,1.0,
echo,multi-hop-reasoning,excels_at,1.0,
logic-of-thought,logical-reasoning,excels_at,1.0,
logic-of-thought,math-word-problems,excels_at,1.0,
logic-of-thought,math-algebraic,excels_at,1.0,
cd-cot,math-word-problems,excels_at,1.0,
cd-cot,math-algebraic,excels_at,1.0,
cd-cot,commonsense-reasoning,excels_at,1.0,
r-cot,math-word-problems,excels_at,1.0,
r-cot,math-algebraic,excels_at,1.0,
cod,math-word-problems,excels_at,1.0,
cod,math-algebraic,excels_at,1.0,
cod,commonsense-reasoning,excels_at,1.0,
faithful-cot,math-word-problems,excels_at,1.0,
faithful-cot,math-algebraic,excels_at,1.0,
faithful-cot,logical-reasoning,excels_at,1.0,
got,math-search-based,excels_at,1.0,
got,free-response,excels_at,1.0,
got,logical-reasoning,excels_at,1.0,
xot,math-search-based,excels_at,1.0,
xot,logical-reasoning,excels_at,1.0,
xot,free-response,excels_at,1.0,
bot,math-search-based,excels_at,1.0,
bot,logical-reasoning,excels_at,1.0,
bot,commonsense-reasoning,excels_at,1.0,
lot-layer,logical-reasoning,excels_at,1.0,
lot-layer,commonsense-reasoning,excels_at,1.0,
eedp,multi-hop-reasoning,excels_at,1.0,
eedp,contextual-qa,excels_at,1.0,
not,contextual-qa,excels_at,1.0,
not,summarization,excels_at,1.0,
not,dialogue,excels_at,1.0,
iap,math-word-problems,excels_at,1.0,
iap,math-algebraic,excels_at,1.0,
iap,commonsense-reasoning,excels_at,1.0,
graph-rag,contextual-qa,excels_at,1.0,
graph-rag,multi-hop-reasoning,excels_at,1.0,
graph-rag,hallucination-reduction,excels_at,1.0,
gnn-rag,contextual-qa,excels_at,1.0,
gnn-rag,multi-hop-reasoning,excels_at,1.0,
agentic-rag,task-completion,excels_at,1.0,
agentic-rag,multi-hop-reasoning,excels_at,1.0,
agentic-rag,contextual-qa,excels_at,1.0,
code-prompting,code-gen,excels_at,1.0,
code-prompting,logical-reasoning,excels_at,1.0,
scratchpad,math-word-problems,excels_at,1.0,
scratchpad,math-algebraic,excels_at,1.0,
scratchpad,code-gen,excels_at,1.0,
art,task-completion,excels_at,1.0,
art,multi-hop-reasoning,excels_at,1.0,
talm,task-completion,excels_at,1.0,
talm,cf-qa,excels_at,1.0,
toolformer,task-completion,excels_at,1.0,
toolformer,cf-qa,excels_at,1.0,
mrkl,task-completion,excels_at,1.0,
mrkl,cf-qa,excels_at,1.0,
chameleon,task-completion,excels_at,1.0,
chameleon,contextual-qa,excels_at,1.0,
gorilla,code-gen,excels_at,1.0,
gorilla,task-completion,excels_at,1.0,
hugginggpt,task-completion,excels_at,1.0,
hugginggpt,free-response,excels_at,1.0,
toolalpaca,task-completion,excels_at,1.0,
ape,text-classification,excels_at,1.0,
ape,math-word-problems,excels_at,1.0,
ape,math-algebraic,excels_at,1.0,
opro,math-word-problems,excels_at,1.0,
opro,math-algebraic,excels_at,1.0,
opro,text-classification,excels_at,1.0,
self-contrast,free-response,excels_at,1.0,
self-contrast,contextual-qa,excels_at,1.0,
critic,code-gen,excels_at,1.0,
critic,free-response,excels_at,1.0,
critic,hallucination-reduction,excels_at,1.0,
diverse,math-word-problems,excels_at,1.0,
diverse,math-algebraic,excels_at,1.0,
diverse,commonsense-reasoning,excels_at,1.0,
ama,text-classification,excels_at,1.0,
ama,cf-qa,excels_at,1.0,
ama,sentiment,excels_at,1.0,
prompt-boosting,text-classification,excels_at,1.0,
prompt-boosting,sentiment,excels_at,1.0,
detox-chain,free-response,excels_at,1.0,
detox-chain,dialogue,excels_at,1.0,
emotion-prompting,free-response,excels_at,1.0,
emotion-prompting,dialogue,excels_at,1.0,
emotion-prompting,sentiment,excels_at,1.0,
rar,cf-qa,excels_at,1.0,
rar,contextual-qa,excels_at,1.0,
hyde,contextual-qa,excels_at,1.0,
hyde,multi-hop-reasoning,excels_at,1.0,
query2doc,contextual-qa,excels_at,1.0,
query2doc,multi-hop-reasoning,excels_at,1.0,
selfmem,summarization,excels_at,1.0,
selfmem,free-response,excels_at,1.0,
multibot,math-word-problems,excels_at,1.0,
multibot,math-algebraic,excels_at,1.0,
multibot,code-gen,excels_at,1.0,
hag,free-response,excels_at,1.0,
hag,text-classification,excels_at,1.0,
self-refine,code-gen,excels_at,1.0,
self-refine,free-response,excels_at,1.0,
self-refine,sentiment,excels_at,1.0,
self-refine,math-word-problems,excels_at,1.0,
self-refine,math-algebraic,excels_at,1.0,
self-refine,dialogue,excels_at,1.0,
take-step-back,cf-qa,excels_at,1.0,
take-step-back,multi-hop-reasoning,excels_at,1.0,
take-step-back,math-word-problems,excels_at,1.0,
take-step-back,math-algebraic,excels_at,1.0,
take-step-back,commonsense-reasoning,excels_at,1.0,
reflexion,code-gen,excels_at,1.0,
reflexion,task-completion,excels_at,1.0,
reflexion,multi-hop-reasoning,excels_at,1.0,
self-discover,math-word-problems,excels_at,1.0,
self-discover,math-algebraic,excels_at,1.0,
self-discover,logical-reasoning,excels_at,1.0,
self-discover,commonsense-reasoning,excels_at,1.0,
self-discover,multi-hop-reasoning,excels_at,1.0,
skeleton-of-thought,free-response,excels_at,1.0,
skeleton-of-thought,contextual-qa,excels_at,1.0,
skeleton-of-thought,summarization,excels_at,1.0,
cumulative-reasoning,logical-reasoning,excels_at,1.0,
cumulative-reasoning,math-word-problems,excels_at,1.0,
cumulative-reasoning,math-algebraic,excels_at,1.0,
multi-agent-debate,math-word-problems,excels_at,1.0,
multi-agent-debate,math-algebraic,excels_at,1.0,
multi-agent-debate,logical-reasoning,excels_at,1.0,
multi-agent-debate,truthfulness,excels_at,1.0,
multi-agent-debate,hallucination-reduction,excels_at,1.0,
zero-shot,multi-hop-reasoning,fails_at,1.0,
cot,math-tabular,fails_at,1.0,
self-consistency,free-response,fails_at,1.0,
cot,br-cot-gsm8k,achieved,1.0,
self-consistency,br-sc-gsm8k,achieved,1.0,
tot,br-tot-game24,achieved,1.0,
cod,br-cod-tokens,achieved,1.0,
bot,br-bot-cost,achieved,1.0,
con,br-con-noisy,achieved,1.0,
emotion-prompting,br-emotion-bigbench,achieved,1.0,
emotion-prompting,br-emotion-induction,achieved,1.0,
pot,br-pot-math,achieved,1.0,
scot,br-scot-humaneval,achieved,1.0,
coc,br-coc-bbh,achieved,1.0,
opro,br-opro-gsm8k,achieved,1.0,
take-step-back,br-stepback-timeqa,achieved,1.0,
take-step-back,br-stepback-musique,achieved,1.0,
active-prompt,br-active-reasoning,achieved,1.0,
scratchpad,br-scratchpad-mbpp,achieved,1.0,
s2a,br-s2a-triviaqa,achieved,1.0,
s2a,br-s2a-gsmic,achieved,1.0,
ccot,br-ccot-gsm8k,achieved,1.0,
ccot,br-ccot-bamboogle,achieved,1.0,
query2doc,br-query2doc-msmarco,achieved,1.0,
query2doc,br-query2doc-trecdl,achieved,1.0,
meta-rag,br-metarag-2wiki,achieved,1.0,
meta-rag,br-metarag-hotpot,achieved,1.0,
self-refine,br-selfrefine-various,achieved,1.0,
self-refine,br-selfrefine-code,achieved,1.0,
cot,br-cot-math-vatsal,achieved,1.0,
cot,br-cot-commonsense-vatsal,achieved,1.0,
self-consistency,br-sc-math-vatsal,achieved,1.0,
cos,br-cos-spatial-vatsal,achieved,1.0,
tot,br-tot-game24-vatsal,achieved,1.0,
logicot,br-lot-commonsense,achieved,1.0,
logicot,br-lot-causal,achieved,1.0,
maieutic,br-maieutic-commonsense,achieved,1.0,
decomp,br-decomp-commonsense,achieved,1.0,
cove,br-cove-qa,achieved,1.0,
react,br-react-taskcompletion,achieved,1.0,
mathprompter,br-mathprompter-math,achieved,1.0,
metacognitive,br-mp-various,achieved,1.0,
synthetic-prompting,br-synthetic-multi,achieved,1.0,
instructed-prompting,br-instructed-truth,achieved,1.0,