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