Paper Citation Record · LEDGER

SPIRAL: Learning to Search and Aggregate

As of 5 August 2026, this Paper Citation Record lists 84 of 84 outbound references and 2 inbound Pith citation observations for arXiv:2606.23595.

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

pith.paper-citation-record.v1
2606.23595 v1

Coverage vector

measured 84 of 84 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-26T08:29:22.303745Z

measured 86 of 86 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T05:35:04.826521Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-02T15:27:04.823304Z

Reference resolution

84 of 84 outbound references displayed

verified exact3
verified fuzzy0
unresolved65
parse uncertain0
malformed identifier0
metadata mismatch16

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8e8bd446-ebad-4f9c-a626-19038952b3c3 · outbound

This paper cites STaR: Bootstrapping Reasoning With Reasoning , url =.

SPIRAL: Learning to Search and Aggregate STaR: Bootstrapping Reasoning With Reasoning , url =

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fba87deb-7de3-48dd-bb41-38d7a6bd06a6 · outbound

This paper cites Proceedings of the Nineteenth International Conference on Machine Learning , pages =.

SPIRAL: Learning to Search and Aggregate Proceedings of the Nineteenth International Conference on Machine Learning , pages =

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b36a91b0-863a-4b1b-9e53-3ceb7111f660 · outbound

This paper cites 2026 , eprint=.

SPIRAL: Learning to Search and Aggregate 2026 , eprint=

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 847539da-1b7f-46d0-9828-5635c917cb95 · outbound

This paper cites 2025 , eprint=.

SPIRAL: Learning to Search and Aggregate 2025 , eprint=

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfe008ef-f3c4-4f15-b772-53e58fab8dcc · outbound

This paper cites 2025 , eprint=.

SPIRAL: Learning to Search and Aggregate 2025 , eprint=

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ad93fc6-3f57-4ddc-a045-5b442f0e3d45 · outbound

This paper cites 2017 , eprint=.

SPIRAL: Learning to Search and Aggregate 2017 , eprint=

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ed62a87-3dd8-4ef0-b318-fdd7d78a711a · outbound

This paper cites 2025 , eprint=.

SPIRAL: Learning to Search and Aggregate 2025 , eprint=

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9b0c7a2-2491-4ee5-b085-a730f97d2383 · outbound

This paper cites International Conference on Machine Learning , year=.

SPIRAL: Learning to Search and Aggregate International Conference on Machine Learning , year=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e4dc156-f163-4c14-b864-f61a8005a66e · outbound

This paper cites 2017 , eprint=.

SPIRAL: Learning to Search and Aggregate 2017 , eprint=

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56d9a1be-2925-431e-a7af-29b6a142ce9c · outbound

This paper cites 2024 , eprint=.

SPIRAL: Learning to Search and Aggregate 2024 , eprint=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df2a39a7-2e13-45db-b86a-c764de69d1bf · outbound

This paper cites 2026 , eprint=.

SPIRAL: Learning to Search and Aggregate 2026 , eprint=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d258af2-5e7c-46dd-a2c9-a7d634bb9b27 · outbound

This paper cites 2025 , eprint=.

SPIRAL: Learning to Search and Aggregate 2025 , eprint=

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03afe7b6-8000-4f18-a860-72c151cdf074 · outbound

This paper cites 2025 , eprint=.

SPIRAL: Learning to Search and Aggregate 2025 , eprint=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68976f9a-4725-434c-bcd4-a3c8afba0732 · outbound

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

SPIRAL: Learning to Search and Aggregate Re- cursive self-aggregation unlocks deep thinking in large language models

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T10:49:46.169449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c6bd2208-201a-4f4b-834a-81b435e054c4 · outbound

This paper cites International Conference on Learning Representations , volume=.

SPIRAL: Learning to Search and Aggregate International Conference on Learning Representations , volume=

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fe8fe12-226a-46ed-bee8-93107f6dae3a · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

SPIRAL: Learning to Search and Aggregate Advances in Neural Information Processing Systems , volume=

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f074ff9-44a3-483b-beba-a795025bce79 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

SPIRAL: Learning to Search and Aggregate Advances in Neural Information Processing Systems , volume=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ed0e26c-3ec4-4d24-9142-44cbc097041a · outbound

This paper cites International Conference on Learning Representations , volume=.

SPIRAL: Learning to Search and Aggregate International Conference on Learning Representations , volume=

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b48b519-0d74-4820-8d4d-f1e2f6a20d56 · outbound

This paper cites 2025 , eprint=.

SPIRAL: Learning to Search and Aggregate 2025 , eprint=

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c78518a-ecaf-4613-9e00-45881d3f2589 · outbound

This paper cites Self-Steering Language Models.

SPIRAL: Learning to Search and Aggregate Self-Steering Language Models

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T10:49:46.148771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 4abc2409-0da6-466a-92bf-3b74b0d4c170 · outbound

This paper cites Forty-first international conference on machine learning , year=.

SPIRAL: Learning to Search and Aggregate Forty-first international conference on machine learning , year=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85ef955a-5ccf-460d-aa26-ff2d1c15badd · outbound

This paper cites Advances in neural information processing systems , volume=.

SPIRAL: Learning to Search and Aggregate Advances in neural information processing systems , volume=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8326efc7-87d4-4a38-aec9-84a0eca0d92c · outbound

This paper cites 2021 , eprint=.

SPIRAL: Learning to Search and Aggregate 2021 , eprint=

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88b67591-2a4c-4681-8150-fdda979f4227 · outbound

This paper cites Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm.

SPIRAL: Learning to Search and Aggregate Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 24

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T10:49:46.157276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5f1e3398-5a37-4474-9d08-fa961402f62a · outbound

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

SPIRAL: Learning to Search and Aggregate Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 25

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T10:49:46.166184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a35e7df0-aee8-4f87-8a8a-eaa4d4c05ef8 · outbound

This paper cites 2026 , eprint=.

SPIRAL: Learning to Search and Aggregate 2026 , eprint=

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8aa53a3-1413-4d14-8200-5bd0faab759b · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

SPIRAL: Learning to Search and Aggregate Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 27

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T10:49:46.159684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation bfa1545a-8662-42e3-ab54-be0abab36ede · outbound

This paper cites Trinh, Garrett Bingham, Dawsen Hwang, Yuri Chervonyi, Junehyuk Jung,JoonkyungLee,CarloPagano,SanghyunKim,FedericoPasqualotto,SergeiGukov, Jonathan N.

SPIRAL: Learning to Search and Aggregate Trinh, Garrett Bingham, Dawsen Hwang, Yuri Chervonyi, Junehyuk Jung,JoonkyungLee,CarloPagano,SanghyunKim,FedericoPasqualotto,SergeiGukov, Jonathan N

Reference 28

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T10:49:46.164452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5a6cb071-8e10-4574-9779-1510b8805deb · outbound

This paper cites Winning gold at imo 2025 with a model-agnostic verification- and-refinement pipeline.

SPIRAL: Learning to Search and Aggregate Winning gold at imo 2025 with a model-agnostic verification- and-refinement pipeline

Reference 29

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T10:49:46.146470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 6a6d9d6b-707f-4187-9ece-52dadafd20bb · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

SPIRAL: Learning to Search and Aggregate DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 30

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T10:49:46.139945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a8e08128-0b8a-473d-87bf-84cb471386c8 · outbound

This paper cites AlphaEvolve: A coding agent for scientific and algorithmic discovery.

SPIRAL: Learning to Search and Aggregate AlphaEvolve: A coding agent for scientific and algorithmic discovery

Reference 31

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T10:49:46.166850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 3e1fd4a5-7b1a-4841-b9a6-f4fd44de4a29 · outbound

This paper cites 2025 , url =.

SPIRAL: Learning to Search and Aggregate 2025 , url =

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dce07736-80cb-4648-892e-1aa8013d3093 · outbound

This paper cites 2025 , eprint=.

SPIRAL: Learning to Search and Aggregate 2025 , eprint=

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fd748aa-cd95-433b-95ed-22ad69d96f7b · outbound

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

SPIRAL: Learning to Search and Aggregate Large Language Monkeys: Scaling Inference Compute with Repeated Sampling

Reference 34

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T10:49:46.159415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation dbaf4147-b22f-4315-a16c-05b1c88f2917 · outbound

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

SPIRAL: Learning to Search and Aggregate Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 35

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T10:49:46.163887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 47654f7a-6219-4b8a-8bc7-afa50e2a23df · outbound

This paper cites Learning to Discover at Test Time.

SPIRAL: Learning to Search and Aggregate Learning to Discover at Test Time

Reference 36

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T10:49:46.161614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 7ff8c91b-ae34-4506-b753-4c1566593b30 · outbound

This paper cites 2025 , eprint=.

SPIRAL: Learning to Search and Aggregate 2025 , eprint=

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f018690d-943a-43fd-9cd0-add2211e3c2d · outbound

This paper cites [CD11] Yang Cai and Constantinos Daskalakis.

SPIRAL: Learning to Search and Aggregate [CD11] Yang Cai and Constantinos Daskalakis

Reference 38

Resolution: verified exact; doi, observed 2026-06-26T08:49:15.321150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 47230dab-dad4-4a01-9e6c-bd381949595d · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

SPIRAL: Learning to Search and Aggregate Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 39

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84a6e3da-7bb7-40f4-a2a5-872f0f312344 · outbound

This paper cites 2023 , eprint=.

SPIRAL: Learning to Search and Aggregate 2023 , eprint=

Reference 40

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efd2f71a-91b5-400e-8a5f-ac3ff3139cec · outbound

This paper cites Advances in neural information processing systems , volume=.

SPIRAL: Learning to Search and Aggregate Advances in neural information processing systems , volume=

Reference 41

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c96abdf0-4672-43f1-a6b9-a8f9360bf40d · outbound

This paper cites 2026 , eprint=.

SPIRAL: Learning to Search and Aggregate 2026 , eprint=

Reference 42

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cacbd0b9-b620-4deb-833b-f227ebfbdabb · outbound

This paper cites 2025 , eprint=.

SPIRAL: Learning to Search and Aggregate 2025 , eprint=

Reference 43

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37d49647-ed3f-446e-9cb7-8cc3781f7c92 · outbound

This paper cites 2025 , eprint=.

SPIRAL: Learning to Search and Aggregate 2025 , eprint=

Reference 44

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dbefca3-7486-4af6-913c-962e81d4329e · outbound

This paper cites 2026 , eprint=.

SPIRAL: Learning to Search and Aggregate 2026 , eprint=

Reference 45

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1d1c74a-a286-4855-8240-e0c216ad3ee3 · outbound

This paper cites 2025 , eprint=.

SPIRAL: Learning to Search and Aggregate 2025 , eprint=

Reference 46

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1542c015-7232-4d07-bf89-a346ae0a4065 · outbound

This paper cites 2025 , eprint=.

SPIRAL: Learning to Search and Aggregate 2025 , eprint=

Reference 47

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 448581c1-4c99-47da-9b30-d6f176b30e11 · outbound

This paper cites Optimizing Language Models for Inference Time Objectives using Reinforcement Learning.

SPIRAL: Learning to Search and Aggregate Optimizing Language Models for Inference Time Objectives using Reinforcement Learning

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-07-04T10:49:46.154935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation b2eefbab-d72f-4aa1-a01b-8e1d9a4fd5d2 · outbound

This paper cites and McAllester, David and Singh, Satinder and Mansour, Yishay , title =.

SPIRAL: Learning to Search and Aggregate and McAllester, David and Singh, Satinder and Mansour, Yishay , title =

Reference 49

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8deec77d-754d-43cb-9c6a-9511f555cf60 · outbound

This paper cites and Barto, Andrew G.

SPIRAL: Learning to Search and Aggregate and Barto, Andrew G

Reference 50

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66330b3f-f1a6-47c0-9610-c3a3f9b0a441 · outbound

This paper cites A Natural Policy Gradient , url =.

SPIRAL: Learning to Search and Aggregate A Natural Policy Gradient , url =

Reference 51

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b56b821-9832-4600-acfb-1c876b6ad68d · outbound

This paper cites Sutton, Mohammad Ghavamzadeh, and Mark Lee.

SPIRAL: Learning to Search and Aggregate Sutton, Mohammad Ghavamzadeh, and Mark Lee

Reference 52

Resolution: verified exact; doi, observed 2026-06-26T08:49:15.322876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation e1ab8f19-5e5f-4911-8aae-f500dc1c1ce0 · outbound

This paper cites 2013 , eprint=.

SPIRAL: Learning to Search and Aggregate 2013 , eprint=

Reference 53

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd2a4734-5a35-4382-b8e3-63a39dfc7e6c · outbound

This paper cites Lillicrap and Jonathan J.

SPIRAL: Learning to Search and Aggregate Lillicrap and Jonathan J

Reference 54

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 279cb836-1971-4ba9-91e2-09c180d33eb4 · outbound

This paper cites 2017 , eprint=.

SPIRAL: Learning to Search and Aggregate 2017 , eprint=

Reference 55

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 128bb297-42ef-4b04-b852-d212e8e30da5 · outbound

This paper cites 2025 , eprint=.

SPIRAL: Learning to Search and Aggregate 2025 , eprint=

Reference 56

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d81bed5a-5d00-4797-9267-8917eeac6324 · outbound

This paper cites 2025 , eprint=.

SPIRAL: Learning to Search and Aggregate 2025 , eprint=

Reference 57

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0fe35e0-fd0c-4d01-b153-2acd0ff7bc7b · outbound

This paper cites 2025 , eprint=.

SPIRAL: Learning to Search and Aggregate 2025 , eprint=

Reference 58

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c89dafc0-9f06-4482-a6cc-01a4566ab554 · outbound

This paper cites MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention.

SPIRAL: Learning to Search and Aggregate MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention

Reference 59

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T10:49:46.154481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9a5eabf8-c928-4ce5-8023-9db90dd57316 · outbound

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SPIRAL: Learning to Search and Aggregate POLARIS: A Post-Training Recipe for Scaling Reinforcement Learning on Advanced Reasoning Models , url =

Reference 60

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Unavailable: canonical work link unavailable.

Observation 29e4e955-84d1-4a50-9215-636d155dd674 · outbound

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SPIRAL: Learning to Search and Aggregate ICML 2025 Workshop on Long-Context Foundation Models , year=

Reference 61

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 311dc0c2-2945-4eb4-9ca8-b789b82b3149 · outbound

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SPIRAL: Learning to Search and Aggregate 2026 , eprint=

Reference 62

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3760c599-d60b-4256-8168-fe4607fee271 · outbound

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SPIRAL: Learning to Search and Aggregate 2025 , eprint=

Reference 63

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0da76e00-f5d8-46cb-b03a-f3a44ad9bd69 · outbound

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SPIRAL: Learning to Search and Aggregate 2026 , eprint=

Reference 64

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e984916-6532-4d0f-b3c7-b69b2b3d9c1b · outbound

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SPIRAL: Learning to Search and Aggregate and Hruschka, E

Reference 65

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 673888e0-5cdf-4452-91b3-c97d740db365 · outbound

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SPIRAL: Learning to Search and Aggregate Advances in Neural Information Processing Systems , volume=

Reference 66

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59b29e7b-5db4-4d2a-9604-33fe40506483 · outbound

This paper cites Automatic Chain of Thought Prompting in Large Language Models.

SPIRAL: Learning to Search and Aggregate Automatic Chain of Thought Prompting in Large Language Models

Reference 67

Resolution: metadata mismatch; local_arxiv, observed 2026-07-04T10:49:46.161920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0d8604ba-52c4-4c6c-9397-50920c32f0c9 · outbound

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SPIRAL: Learning to Search and Aggregate 2026 , eprint=

Reference 68

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef99f5d7-dc17-45c6-bbab-e9dab1cf342c · outbound

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SPIRAL: Learning to Search and Aggregate 2026 , url =

Reference 69

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42e8dedf-fb9f-4dec-a2cb-2d4ac92bbf55 · outbound

This paper cites 2026 , eprint=.

SPIRAL: Learning to Search and Aggregate 2026 , eprint=

Reference 70

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 941adafe-b83d-4886-9cb6-415179fd405f · outbound

This paper cites 2026 , eprint=.

SPIRAL: Learning to Search and Aggregate 2026 , eprint=

Reference 71

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ca1efc0-2217-4ece-a197-36bb3f52c05b · outbound

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SPIRAL: Learning to Search and Aggregate 2025 , eprint=

Reference 72

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60a1ad6d-12e5-404b-aebd-06c918bc6ab0 · outbound

This paper cites 2026 , eprint=.

SPIRAL: Learning to Search and Aggregate 2026 , eprint=

Reference 73

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adb356fa-1103-4c06-964d-b53819cb3542 · outbound

This paper cites 2026 , eprint=.

SPIRAL: Learning to Search and Aggregate 2026 , eprint=

Reference 74

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2274188c-171b-461a-9193-55b7341a8245 · outbound

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SPIRAL: Learning to Search and Aggregate 2025 , eprint=

Reference 75

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b868b1f-2e57-47e7-a985-e8293f14c3f9 · outbound

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SPIRAL: Learning to Search and Aggregate 2026 , eprint=

Reference 76

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71ad3a18-843f-4294-9056-869a15b689f8 · outbound

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SPIRAL: Learning to Search and Aggregate 2026 , eprint=

Reference 77

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 804de018-1d32-45fd-a985-0efdc4d891f7 · outbound

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SPIRAL: Learning to Search and Aggregate 2026 , eprint=

Reference 78

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cdcb993-31a7-4574-af66-a61dbc0917d8 · outbound

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SPIRAL: Learning to Search and Aggregate 2026 , month = feb, day =

Reference 79

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b44d2f4f-1195-4177-b09c-bbba37da2dfb · outbound

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SPIRAL: Learning to Search and Aggregate 2026 , eprint=

Reference 80

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4c0a85b-68f6-4b43-948d-bc3066afbc7d · outbound

This paper cites 15 Advancing Mathematics Research with AI-Driven Formal Proof Search Accelerating scientific research with gemini: Case studies and common techniques.

SPIRAL: Learning to Search and Aggregate 15 Advancing Mathematics Research with AI-Driven Formal Proof Search Accelerating scientific research with gemini: Case studies and common techniques

Reference 81

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T10:49:46.149086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2694a757-05a8-4cf6-a123-9abbee114807 · outbound

This paper cites 2025 , eprint=.

SPIRAL: Learning to Search and Aggregate 2025 , eprint=

Reference 82

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d06ea7e9-a561-4850-bb99-a68d5abb0b11 · outbound

This paper cites 2026 , eprint=.

SPIRAL: Learning to Search and Aggregate 2026 , eprint=

Reference 83

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 089b073c-8c61-470a-9737-da66bb48c938 · outbound

This paper cites Proceedings of the 43rd International Conference on Machine Learning , series =.

SPIRAL: Learning to Search and Aggregate Proceedings of the 43rd International Conference on Machine Learning , series =

Reference 84

Resolution: unresolved; no resolver link, observed 2026-06-26T08:29:22.303745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation cad842c5-e62e-49ea-969b-a53947e0a4a3 · inbound

QuasiMoTTo: Quasi-Monte Carlo Test-Time Scaling cites this paper.

QuasiMoTTo: Quasi-Monte Carlo Test-Time Scaling SPIRAL: Learning to Search and Aggregate

Reference 12

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T15:27:04.826101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f2dcbbff-20b9-4f11-bda1-d217c4446bba · inbound

Stage-Replay Divergence Follows the KV Cache: Fixed-Prefix Precision Controls and Bidirectional Cache Transplantation cites this paper.

Stage-Replay Divergence Follows the KV Cache: Fixed-Prefix Precision Controls and Bidirectional Cache Transplantation SPIRAL: Learning to Search and Aggregate

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-31T05:35:04.826521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.