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Paper Citation Record · LEDGER

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering

As of 23 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 1 inbound Pith citation observation for arXiv:2505.19112.

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

pith.paper-citation-record.v1
2505.19112 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:23:48.986144Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:45:12.349799Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

42 of 42 outbound references displayed

  • verified exact1
  • verified fuzzy2
  • unresolved38
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 72475319-fcdb-4955-a3c8-0c1eca722f2a · outbound

This paper cites an unresolved cited work.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Unresolved cited work

Reference 1

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no resolver link, observed 2026-08-07T14:23:44.760028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:23:44.760028Z digest=sha256:07f1eae5176dd084fca8771db41787daa979adddbba8b333095e290d18d8145c

Observation 3e09f3a9-611f-4b89-bbbc-8ae51870e35d · outbound

This paper cites Rae, Erich Elsen, and Laurent Sifre.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Rae, Erich Elsen, and Laurent Sifre

Reference 2

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verified fuzzy
raw_fallback, observed 2026-08-07T14:23:50.390359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-07T14:23:44.823403Z digest=sha256:572fcd772eae9406ebb18813c3eaa6fef6c0c113397337e204ae039d2b7a0da6

Observation c0a50f40-2061-45a3-bed1-f00f7bdae20f · outbound

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

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Large Language Monkeys: Scaling Inference Compute with Repeated Sampling

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:23:44.901527Z digest=sha256:31650f8ff3165c9e16c2973d3cbbd40f157d05809157b2d768e9ad2669d4cb50

Observation 485ed8d6-3495-4eb2-accf-7b0f886de3ec · outbound

This paper cites an unresolved cited work.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Unresolved cited work

Reference 4

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no resolver link, observed 2026-08-07T14:23:44.996290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:23:44.996290Z digest=sha256:23ed423b173448b4f234a04fbe7fd38ef6f2763c6d0a524503839164c9411b8b

Observation 8330a08a-b1f1-46fa-9411-cf930d517696 · outbound

This paper cites RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation

Reference 5

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no resolver link, observed 2026-08-07T14:23:45.090742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:23:45.090742Z digest=sha256:9879bf944e67fcb82f01386550b320b93537ddeb8fe36bad7f98fc320e6d1bf8

Observation 8a452fe3-d6cd-44c3-8310-d17fb239230a · outbound

This paper cites an unresolved cited work.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Unresolved cited work

Reference 6

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no resolver link, observed 2026-08-07T14:23:45.200870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:23:45.200870Z digest=sha256:38b39c39e220f0c2990c9c1e3d4705d85c86c8248ced50c4884951bfb74c4d24

Observation 1d6961dc-43fd-4395-b652-56c0288df3c4 · outbound

This paper cites an unresolved cited work.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Unresolved cited work

Reference 7

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unresolved
no resolver link, observed 2026-08-07T14:23:45.318629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:23:45.318629Z digest=sha256:59f488d5437617e85825cb930501910015bf697f18d819fe21f19319032bebd7

Observation f938d27e-d774-4105-9873-50b634b9cd4e · outbound

This paper cites DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Reference 8

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:23:45.400127Z digest=sha256:927db2fd4e10356cb874c625b1a7a909a29f871373ca209b861fda406af71f4d

Observation 1978d040-4be1-4e78-a6ba-4711e04e1470 · outbound

This paper cites DeepSeek-V3 Technical Report.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering DeepSeek-V3 Technical Report

Reference 9

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no resolver link, observed 2026-08-07T14:23:45.468966Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:23:45.468966Z digest=sha256:a3257f301257934c5efc22543cdf9a2232f8e0fa5fac7b75e507e1ba0ea43384

Observation d2bea7e6-90ec-4c05-8227-77af0ab3781f · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 10

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:23:45.561066Z digest=sha256:5a6a172b4a355b4d7d998e7fec017be2d51fa3f5d8391bd353020bd2df977ad3

Observation 6b74fc48-b3b9-4fc4-a1d9-ea47f712448f · outbound

This paper cites an unresolved cited work.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Unresolved cited work

Reference 11

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no resolver link, observed 2026-08-07T14:23:45.670321Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:23:45.670321Z digest=sha256:32a19c68737a623bcf58a5c191c68ad3313ed40684ef81fdfa620a1c3223ab4a

Observation e272215b-be53-47f4-9c7d-1a80a629513b · outbound

This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen - Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen - Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen

Reference 12

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no resolver link, observed 2026-08-07T14:23:45.766503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:23:45.766503Z digest=sha256:0eb55e4d92b762b85d10972a22a32ef50d918f8971c9da69ca3e6c9ed8fbdee8

Observation 1748f2a6-097d-4f6d-a535-015e64db4643 · outbound

This paper cites A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions

Reference 13

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:23:45.873944Z digest=sha256:73142bd1b4d9ed6a4b6fa412752dadcae69245af5483c3635bc7b8147fa9cc35

Observation 5362354f-7cac-4ad7-94c6-705be1b047f2 · outbound

This paper cites an unresolved cited work.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Unresolved cited work

Reference 14

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:23:46.006747Z digest=sha256:a9a940abb531693031cb905187a8f478ab7bb264d0769d8cefd019415588b01a

Observation 08a2999d-d74b-4b42-a00b-7ba2c9b25ff3 · outbound

This paper cites Mistral 7B.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Mistral 7B

Reference 15

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no resolver link, observed 2026-08-07T14:23:46.092393Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:23:46.092393Z digest=sha256:111b0588a8d5fde45e7598937100391687fb4b12b58e3a17cd1bfbfefbd0eb4d

Observation cb9848c4-a688-47fb-ac75-b2772b6e0f37 · outbound

This paper cites RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement

Reference 16

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no resolver link, observed 2026-08-07T14:23:46.189668Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:23:46.189668Z digest=sha256:b0fefe50f3de41b4fbafc7b2a898638185c3fb9b302578b6fe0c98888b26b809

Observation fa84b77b-29c9-4d43-bd53-a03a1df08ec9 · outbound

This paper cites Xu, Luyu Gao, Zhiqing Sun, Qian Liu, Jane Dwivedi - Yu, Yiming Yang, Jamie Callan, and Graham Neubig.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Xu, Luyu Gao, Zhiqing Sun, Qian Liu, Jane Dwivedi - Yu, Yiming Yang, Jamie Callan, and Graham Neubig

Reference 17

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no resolver link, observed 2026-08-07T14:23:46.292647Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:23:46.292647Z digest=sha256:0d094ce38f216a46460d02ce4a7bfb3d8fe8aee4c3f1ad2c590199b4ef6c8d35

Observation 30aa1103-c873-4fbd-b63c-70e5c17dd9fb · outbound

This paper cites u ttler, Mike Lewis, Wen - tau Yih, Tim Rockt \.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering u ttler, Mike Lewis, Wen - tau Yih, Tim Rockt \

Reference 18

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source=arxiv_source observed=2026-08-07T14:23:46.379308Z digest=sha256:ccafc2bb305a30f406095cd1a6a95b6d90902dcf931f7e0c0c98e78fe5753e9c

Observation ba2a4284-536d-4aed-979a-19f07edb1bc6 · outbound

This paper cites an unresolved cited work.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Unresolved cited work

Reference 19

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:23:46.468580Z digest=sha256:17075a996bd1b96ead69aff69606eaf7c38eab9e6d4c9281c91320213a6b8b90

Observation 9cc291ce-5c38-40bf-901f-8299085ae8de · outbound

This paper cites an unresolved cited work.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Unresolved cited work

Reference 20

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:23:46.587646Z digest=sha256:b85ad5f92d1a6f599f02c1f65a09f5ef4fd7a90d34c3cfa22adc52e2ad217756

Observation 0d0d086a-a2d9-4a2d-b099-14e0d391df85 · outbound

This paper cites GPT-4 Technical Report.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering GPT-4 Technical Report

Reference 21

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:23:46.714165Z digest=sha256:0f6b7163854e86f3e091cd47b07dbe2b7877439cc30f30e66b195c0045dac53e

Observation 26540748-09d3-4a07-b838-58e550f4c20e · outbound

This paper cites an unresolved cited work.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Unresolved cited work

Reference 22

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:23:46.806078Z digest=sha256:680a7a98b0e78d595dccdefc7c92403b26b12be3fe7c6d368b8fa7d13483dd11

Observation 936aef3d-ed00-4a99-9e7a-8b2ff3c0c6d4 · outbound

This paper cites Smith, and Mike Lewis.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Smith, and Mike Lewis

Reference 23

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verified fuzzy
raw_fallback, observed 2026-08-07T14:23:50.143813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-07T14:23:46.912465Z digest=sha256:6a8804873afa1c73ace75171eb1791839a08b3f70b49e88368b1e548d9dc3659

Observation 260ed414-c322-4804-97af-d8b360aa700d · outbound

This paper cites Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 24

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source=arxiv_source observed=2026-08-07T14:23:46.999033Z digest=sha256:f2983b302e5ea4e9f4dc48bcc2da4ba4826cb8dfcf090d21617a84d245a53b7d

Observation f0c96733-3c80-4cf5-bd1f-9ce1ae560106 · outbound

This paper cites Robertson and Hugo Zaragoza.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Robertson and Hugo Zaragoza

Reference 25

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source=arxiv_source observed=2026-08-07T14:23:47.106030Z digest=sha256:89575285ff7cc65f27e2a3a133dd96a70cd5645419762f606b9904992cf59c40

Observation f923f423-77e9-4606-89ec-5e81577e2cdb · outbound

This paper cites an unresolved cited work.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Unresolved cited work

Reference 26

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:23:47.201741Z digest=sha256:40544634f8e1edb272364aba75d8ed3f35a315a50831e5616d3d492d0be4d6e8

Observation d2cd92c5-3e19-4d31-bb37-ad10de269cb8 · outbound

This paper cites an unresolved cited work.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Unresolved cited work

Reference 27

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source=arxiv_source observed=2026-08-07T14:23:47.312616Z digest=sha256:d6aa323cb5ee8a42c19c6a12b3bc581ee0054eddca0f6c5a0dae2a80cc0a93ea

Observation cf907a88-8645-45c8-acdb-bd455808accb · outbound

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

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 28

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source=arxiv_source observed=2026-08-07T14:23:47.388577Z digest=sha256:0e07f0009ed1be28406a7009e137217eff3e0ef958f1627eb846663f539723f8

Observation a29eed69-7d81-4a44-a6b9-9d0ad6e69844 · outbound

This paper cites an unresolved cited work.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Unresolved cited work

Reference 29

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verified exact
doi, observed 2026-08-07T14:23:49.255501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-07T14:23:47.461533Z digest=sha256:01ab73df2536ebe40e4668259fa72068693eaa081146595d1ce9083eae180c58

Observation 2998ae39-308c-4060-bd5c-7fa6a0959835 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 30

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source=arxiv_source observed=2026-08-07T14:23:47.563759Z digest=sha256:c3a5538e2abbc18c8d7f1573534aa597d3db301b587d1e4d4361c4e4a14ec6b3

Observation eaeb096a-94b6-4c26-b075-9b9a1d4b90c3 · outbound

This paper cites an unresolved cited work.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Unresolved cited work

Reference 31

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malformed identifier
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source=arxiv_source observed=2026-08-07T14:23:47.650869Z digest=sha256:7f868b91e60a7304e289a65b79db4bb02a6b1c4197a6d5b430dab7ca7c7c8d93

Observation bd6b225c-0f5b-4a9c-a3c7-2d3f3bb2aabd · outbound

This paper cites an unresolved cited work.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Unresolved cited work

Reference 32

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source=arxiv_source observed=2026-08-07T14:23:47.731562Z digest=sha256:50d8006e9215aff6cf4451ed5be44d355c4f0b5c9590592a507b622da953157f

Observation 51023dc1-8e3c-4885-ac74-d59dbc822151 · outbound

This paper cites Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning

Reference 33

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Observation ddf79174-2284-4d3b-bc91-d042693416b2 · outbound

This paper cites Le, Ed H.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Le, Ed H

Reference 34

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source=arxiv_source observed=2026-08-07T14:23:47.953582Z digest=sha256:e4345c1a90bfa7e720c81e21641dab7fca09ef1b195d6c3c7a85b8502ed6632d

Observation 5cd4e135-1448-418f-b4c9-609b341bfcd0 · outbound

This paper cites Chi, Quoc V.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Chi, Quoc V

Reference 35

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source=arxiv_source observed=2026-08-07T14:23:48.044032Z digest=sha256:a9aba371c252703459442976eb348d3b0b213ef25932c709d575d33e4a3b7830

Observation 74463d9e-e923-4a79-9461-cd7cf37714e5 · outbound

This paper cites an unresolved cited work.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Unresolved cited work

Reference 36

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raw_fallback, observed 2026-08-07T14:23:49.888062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-07T14:23:48.162061Z digest=sha256:e4e84248c53456444306c5ffc1a884760781647f60dd35851081b647fe42c28c

Observation 4dcbac63-c9f7-4dac-a853-088a973c0f61 · outbound

This paper cites Qwen2.5 Technical Report.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Qwen2.5 Technical Report

Reference 37

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source=arxiv_source observed=2026-08-07T14:23:48.315430Z digest=sha256:f22e2464f0c4ad5cd2f7c0e121ea64547474d5bd6d6edd556ff7b0adc667619e

Observation 27e38de2-a1fd-44ac-b431-07b2384ab1dc · outbound

This paper cites Cohen, Ruslan Salakhutdinov, and Christopher D.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Cohen, Ruslan Salakhutdinov, and Christopher D

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T14:23:48.444407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 70b28260-0a95-45aa-8d41-37babba72b18 · outbound

This paper cites Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T14:23:48.531803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:23:48.531803Z digest=sha256:f4fcffe3b7c0717dd8e2575442d03b0cb6fbaeca74761c70ea45e9393077bfbc

Observation 5d11c2f6-9eac-4a7b-974d-3975d154d234 · outbound

This paper cites an unresolved cited work.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:23:49.658108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-08-07T14:23:48.704903Z digest=sha256:07f8b598118d939b38ecec75e33f8d1f493a36f7dc649bb43f467e877ab853e1

Observation 70d13ca8-5bdc-46af-ae80-06b55968baef · outbound

This paper cites online" 'onlinestring :=.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering online" 'onlinestring :=

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T14:23:48.830698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:23:48.830698Z digest=sha256:498347ac65379688e2792e7b2f3a90b530a18381eaa99b7329aad0813296d01d

Observation 27b4c2d1-4e1e-4f50-a29a-5b4d8f34e5a8 · outbound

This paper cites write newline.

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering write newline

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T14:23:48.986144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:23:48.986144Z digest=sha256:eeaee7f054ec5b08eb456cfe2ae7233b9cca3371961583208e17b0334e94aa62

Pith citing papers

Observation 66ddbbed-57dd-449e-a8c9-1c4ce6b0668d · inbound

AI4Research: A Survey of Artificial Intelligence for Scientific Research cites this paper.

AI4Research: A Survey of Artificial Intelligence for Scientific Research Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering

Reference 137

Resolution
unresolved
no resolver link, observed 2026-08-06T20:45:12.349799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:45:12.349799Z digest=sha256:0a4b9fb90412b724d3ca15cb6bdca098b3bb18fc1c184c8f0409f235b0295ddc