Paper Citation Record · LEDGER

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning

As of 5 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 1 inbound Pith citation observation for arXiv:2605.15513.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2605.15513 v1

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-19T15:39:56.255871Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-25T05:22:08.579832Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-05-25T05:25:23.754981Z

Reference resolution

65 of 65 outbound references displayed

verified exact27
verified fuzzy28
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1eb71c8a-7d52-4250-8277-abe382d24153 · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning gpt-oss-120b & gpt-oss-20b Model Card

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-05-19T15:42:38.341519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 96ee4303-fd23-44f6-9695-1aee14042484 · outbound

This paper cites MathArena: Evaluating LLMs on Uncontaminated Math Competitions.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning MathArena: Evaluating LLMs on Uncontaminated Math Competitions

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-05-19T15:42:38.415297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4eeb0a46-cbde-4f77-99dd-cbf06aae68a2 · outbound

This paper cites Large Language Monkeys: Scaling Inference Compute with Repeated Sampling.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Large Language Monkeys: Scaling Inference Compute with Repeated Sampling

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-19T15:42:38.368488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3f75f0cf-f310-4c48-b544-16faeaa51c4e · outbound

This paper cites Evaluating Large Language Models Trained on Code.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Evaluating Large Language Models Trained on Code

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-05-19T15:42:38.392239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4c805022-4e65-40c5-ad22-6a935ee52b59 · outbound

This paper cites Universal Self-Consistency for Large Language Model Generation.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Universal Self-Consistency for Large Language Model Generation

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T15:42:38.382324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2ffad926-8692-4999-8ea9-0080d1242d02 · outbound

This paper cites Inference-aware fine-tuning for best-of-n sampling in large language models.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Inference-aware fine-tuning for best-of-n sampling in large language models

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-19T15:42:38.337992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9fa375d0-4260-40dd-89f4-aa3194515f00 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Training Verifiers to Solve Math Word Problems

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-05-19T15:42:38.418741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f4b882d6-c714-4437-82b9-84c226f216d9 · outbound

This paper cites On the ranking of a swiss system chess team tournament.Annals of Operations Research, 254(1):17–36.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning On the ranking of a swiss system chess team tournament.Annals of Operations Research, 254(1):17–36

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T15:43:07.552985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ee8418cd-4f8e-4634-bf8c-ff5e6dc5716f · outbound

This paper cites A Language Anchor-Guided Method for Robust Noisy Domain Generalization.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning A Language Anchor-Guided Method for Robust Noisy Domain Generalization

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-19T15:42:38.425943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 86432e77-df7a-46a8-a997-8f3a71195491 · outbound

This paper cites Round robin classification.Journal of Machine Learning Research, 2(Mar):721–747.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Round robin classification.Journal of Machine Learning Research, 2(Mar):721–747

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T15:42:39.825242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a99cbff5-7058-49ac-9e78-6de0b4d37827 · outbound

This paper cites Large language models can self-improve.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Large language models can self-improve

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T15:42:39.827533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5f7166cb-13c1-40e7-b801-f540974aebfb · outbound

This paper cites Mm algorithms for generalized bradley-terry models.The annals of statistics, 32(1):384–406.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Mm algorithms for generalized bradley-terry models.The annals of statistics, 32(1):384–406

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T15:42:39.829865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0f5efef9-90eb-46b1-a8dc-d0174a59273a · outbound

This paper cites OpenAI o1 System Card.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning OpenAI o1 System Card

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-05-19T15:42:38.371593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 154fc566-c4c3-4777-b169-6d25b332f2c9 · outbound

This paper cites LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-05-19T15:42:38.345374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e32921b6-e66c-47a4-84ec-29ba20ccd1af · outbound

This paper cites KANMixer: a minimal KAN-centered mixer for long-term time series forecasting.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning KANMixer: a minimal KAN-centered mixer for long-term time series forecasting

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-05-19T15:42:38.334039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ecdd23a2-9614-4b16-ade9-09a473db7d90 · outbound

This paper cites TimePre: Bridging Accuracy, Efficiency, and Stability in Probabilistic Time-Series Forecasting.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning TimePre: Bridging Accuracy, Efficiency, and Stability in Probabilistic Time-Series Forecasting

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-05-19T15:42:38.329816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8e17066c-d579-4776-b504-0c096efc8139 · outbound

This paper cites Large language models are zero-shot reasoners.Advances in neural information processing systems, 35:22199–22213.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Large language models are zero-shot reasoners.Advances in neural information processing systems, 35:22199–22213

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T15:42:39.819575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 300e6dc6-08ea-4bee-93c0-592638b76711 · outbound

This paper cites Efficient memory management for large language model serving with pagedattention.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Efficient memory management for large language model serving with pagedattention

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T15:42:39.822464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2aeeb558-1555-4111-862b-1d1998f66a4a · outbound

This paper cites Let the abyss stare back adaptive falsification for autonomous scientific discovery.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Let the abyss stare back adaptive falsification for autonomous scientific discovery

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-19T15:42:38.395360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 75d33f02-9ac2-4b1b-81b0-51126c487371 · outbound

This paper cites Bibagent: An agentic framework for traceable miscitation detection in scientific literature.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Bibagent: An agentic framework for traceable miscitation detection in scientific literature

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-19T15:42:38.348938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 032fd534-c96a-46b3-8454-b9b722a6b2af · outbound

This paper cites Traversal-as-policy: Log-distilled gated behavior trees as externalized, verifiable policies for safe, robust, and efficient agents.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Traversal-as-policy: Log-distilled gated behavior trees as externalized, verifiable policies for safe, robust, and efficient agents

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-19T15:42:38.430391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4ef1db73-0fea-4ce4-bf67-6909d44640e4 · outbound

This paper cites Competition-level code generation with alphacode.Science, 378(6624):1092–1097.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Competition-level code generation with alphacode.Science, 378(6624):1092–1097

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T15:43:07.560350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4a6bf2a5-b63c-45d5-90bd-5e64d7887a74 · outbound

This paper cites Let’s verify step by step.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Let’s verify step by step

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T15:43:07.545650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d87ee676-81a1-4843-bffe-1e1384e6fdbe · outbound

This paper cites Position: Human-centric ai requires a minimum viable level of human understanding.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Position: Human-centric ai requires a minimum viable level of human understanding

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-19T15:42:38.375201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bf4b793b-175b-4eb2-8b28-442b76cf5648 · outbound

This paper cites AdaptFuse: Training-Free Sequential Preference Learning via Externalized Bayesian Inference.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning AdaptFuse: Training-Free Sequential Preference Learning via Externalized Bayesian Inference

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-05-19T15:42:38.378288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation aea55a23-5241-4602-b0fc-8f8e644cc3a6 · outbound

This paper cites Pairwise rm: Perform best-of-n sampling with knockout tournament.arXiv e-prints, pages arXiv–2501.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Pairwise rm: Perform best-of-n sampling with knockout tournament.arXiv e-prints, pages arXiv–2501

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T15:43:07.534219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f4170a36-c4fa-4d42-b30f-a16d22cc42aa · outbound

This paper cites Self-refine: Iterative refinement with self-feedback.Advances in neural information processing systems, 36:46534–46594.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Self-refine: Iterative refinement with self-feedback.Advances in neural information processing systems, 36:46534–46594

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T15:43:07.550281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6b65c137-4863-40b7-b9bf-572cae8a9c62 · outbound

This paper cites Rethinking thinking tokens: Llms as improvement operators.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Rethinking thinking tokens: Llms as improvement operators

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-19T15:42:38.422525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f2cfce90-932c-4a10-b0c4-b9e8114656d6 · outbound

This paper cites Learning Adaptive Parallel Reasoning with Language Models.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Learning Adaptive Parallel Reasoning with Language Models

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-19T15:42:38.398701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 694c9af6-bf8e-4b7b-8660-faa362e31ad5 · outbound

This paper cites Plum: Prompt learning using metaheuristics.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Plum: Prompt learning using metaheuristics

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T15:43:07.537982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e125b2d2-f407-4243-97bf-ab7108c38be8 · outbound

This paper cites Llm evaluators recognize and favor their own generations.Advances in Neural Information Processing Systems, 37:68772–68802.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Llm evaluators recognize and favor their own generations.Advances in Neural Information Processing Systems, 37:68772–68802

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T15:43:07.557588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 103f9fc4-1b25-4e65-b479-aa23688e752d · outbound

This paper cites Recursive introspection: Teaching language model agents how to self-improve.Advances in Neural Information Processing Systems, 37:55249–55285.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Recursive introspection: Teaching language model agents how to self-improve.Advances in Neural Information Processing Systems, 37:55249–55285

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T15:42:39.878468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation deee3ea0-b457-41b0-a510-eddef6dc0fa7 · outbound

This paper cites Scaling Test-Time Compute Without Verification or RL is Suboptimal.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Scaling Test-Time Compute Without Verification or RL is Suboptimal

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-19T15:42:38.364806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 651544c4-ca88-4f76-88e1-be8513094a7f · outbound

This paper cites Efficient fair queuing using deficit round-robin.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Efficient fair queuing using deficit round-robin

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T15:42:39.881113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6eaa6886-03bf-4cb9-b5b8-c15c2ca2908c · outbound

This paper cites v 1: Unifying generation and self-verification for parallel reasoners.arXiv preprint arXiv:2603.04304, 2026a.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning v 1: Unifying generation and self-verification for parallel reasoners.arXiv preprint arXiv:2603.04304, 2026a

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-19T15:42:38.357344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 289f6a6f-d337-4fc4-8ea0-96fd883701ec · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-05-19T15:42:38.407525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1493670d-30ec-415b-a9a7-5357677bc7d7 · outbound

This paper cites Scaling llm test-time compute optimally can be more effective than scaling parameters for reasoning.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Scaling llm test-time compute optimally can be more effective than scaling parameters for reasoning

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T15:42:39.873770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1399ebdf-195a-4e6b-ab93-4042b552bfd4 · outbound

This paper cites On the Self-Verification Limitations of Large Language Models on Reasoning and Planning Tasks.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning On the Self-Verification Limitations of Large Language Models on Reasoning and Planning Tasks

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-19T15:42:38.402487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e98b908a-50c5-496a-951d-1c9a00dbbf4d · outbound

This paper cites The efficacy of tournament designs.Computers & Operations Research, 144:105821.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning The efficacy of tournament designs.Computers & Operations Research, 144:105821

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T15:42:39.876099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 347f7aa4-c6aa-4cce-8228-39a3749dfb2f · outbound

This paper cites Confidence improves self-consistency in llms.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Confidence improves self-consistency in llms

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T15:43:07.557255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3432ccdc-4713-4a6e-98ff-e6f5d9f3b323 · outbound

This paper cites On the use of random set theory to bracket the results of monte carlo simulations.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning On the use of random set theory to bracket the results of monte carlo simulations

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T15:43:07.560918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 36b5875c-5f39-4192-8ee4-99c172f0f72f · outbound

This paper cites Re- cursive self-aggregation unlocks deep thinking in large language models.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Re- cursive self-aggregation unlocks deep thinking in large language models

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-19T15:42:38.353346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c437c75d-d445-4b78-835e-3e4720bff355 · outbound

This paper cites Make every penny count: Difficulty-adaptive self-consistency for cost-efficient reasoning.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Make every penny count: Difficulty-adaptive self-consistency for cost-efficient reasoning

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T15:42:39.868797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 26385e8b-1693-4718-8671-3140b758cc8c · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-05-19T15:42:38.389212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7f6cb71a-6a0d-422f-b359-96ca8fd63673 · outbound

This paper cites an unresolved cited work.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-05-19T15:42:39.864867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 990bad04-8580-4bec-a231-929e4518d6e8 · outbound

This paper cites A survey on parallel reasoning.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning A survey on parallel reasoning

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-19T15:42:38.361092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4694e64d-e672-431b-ba0f-5f397337bfd4 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Chain-of-thought prompting elicits reasoning in large language models

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T15:42:39.858271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 46fcddee-092f-4f21-a6f2-438c2f6079bd · outbound

This paper cites Large language models are better reasoners with self-verification.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Large language models are better reasoners with self-verification

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T15:42:39.860495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 97f1957b-79d9-49c5-b7f0-b4d169ac2ff1 · outbound

This paper cites Qwen3 Technical Report.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Qwen3 Technical Report

Reference 49

Resolution: verified exact; local_arxiv, observed 2026-05-19T15:42:38.411088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation cac742cd-469c-47b2-a504-8205647d3b64 · outbound

This paper cites Understanding hyperbolic metric learning through hard negative sampling.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Understanding hyperbolic metric learning through hard negative sampling

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T15:42:39.855890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8a9186cd-9a8d-42a7-8e73-4ce853045742 · outbound

This paper cites an unresolved cited work.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-05-19T15:42:39.862778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1f60f9de-6bc3-4f36-b67d-41c0d0755c84 · outbound

This paper cites Chain of preference optimization: Improving chain-of-thought reasoning in llms.Advances in Neural Information Processing Systems, 37:333–356.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Chain of preference optimization: Improving chain-of-thought reasoning in llms.Advances in Neural Information Processing Systems, 37:333–356

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T15:42:39.871217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7fa28a9d-7c3c-40da-b762-e9841fc629c7 · outbound

This paper cites Chain of agents: Large language models collaborating on long-context tasks.Advances in Neural Information Processing Systems, 37:132208–132237.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Chain of agents: Large language models collaborating on long-context tasks.Advances in Neural Information Processing Systems, 37:132208–132237

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T15:42:39.846417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 75b67d5d-beea-4607-9a64-cb2efc107a7b · outbound

This paper cites Gps: A probabilistic distributional similarity with gumbel priors for set-to-set matching.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Gps: A probabilistic distributional similarity with gumbel priors for set-to-set matching

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T15:42:39.843975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3d47ab05-1e8f-451b-a8d3-fdf83c7f6485 · outbound

This paper cites Deep loss convexification for learning iterative models.IEEE Transactions on Pattern Analysis and Machine Intelligence, 47(3):1501–1513.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Deep loss convexification for learning iterative models.IEEE Transactions on Pattern Analysis and Machine Intelligence, 47(3):1501–1513

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T15:42:39.841677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7732f651-d6c9-4533-94a3-a5e0a393515b · outbound

This paper cites The Majority is not always right: RL training for solution aggregation.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning The Majority is not always right: RL training for solution aggregation

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-05-19T15:42:38.386015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f8356305-ac91-4d80-88ff-7bcd25456e17 · outbound

This paper cites Judging llm-as-a-judge with mt-bench and chatbot arena.Advances in neural information processing systems, 36:46595–46623.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Judging llm-as-a-judge with mt-bench and chatbot arena.Advances in neural information processing systems, 36:46595–46623

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T15:42:39.849053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e603ae6d-8eef-4e69-af48-65a8e3110ab1 · outbound

This paper cites A setwise approach for effective and highly efficient zero-shot ranking with large language models.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning A setwise approach for effective and highly efficient zero-shot ranking with large language models

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T15:42:39.851441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1d8753f3-6544-4a82-a04d-5bba90c54f01 · outbound

This paper cites an unresolved cited work.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-05-19T15:42:39.839081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8806f012-7a32-4639-9cdb-bbb9cdb94568 · outbound

This paper cites an unresolved cited work.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-05-19T15:42:39.832007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 169c5629-a45f-4e1c-95bf-605e4d07efef · outbound

This paper cites an unresolved cited work.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-05-19T15:42:39.834400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 853eb29d-7c30-44d9-83c4-2847ef54399c · outbound

This paper cites an unresolved cited work.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-05-19T15:42:39.836922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8b58fe8e-0066-47b5-8a33-295dd0b5db13 · outbound

This paper cites an unresolved cited work.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-05-19T15:42:39.853641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 178254bf-73e8-4951-93bf-be5c514b5308 · outbound

This paper cites an unresolved cited work.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-05-19T15:42:39.866780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fb0d82a8-3545-42fb-8e7a-0d07b9628736 · outbound

This paper cites an unresolved cited work.

CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-05-19T15:43:07.540558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Pith citing papers

Observation cdb90d30-a46f-4d18-adfe-a14eb2094a58 · inbound

PathCal: State-Aware Reflection-Marker Calibration for Efficient Reasoning cites this paper.

PathCal: State-Aware Reflection-Marker Calibration for Efficient Reasoning CAPS: Cascaded Adaptive Pairwise Selection for Efficient Parallel Reasoning

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-05-25T05:25:23.758338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.