Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T22:15:52.015644Z
Paper Citation Record · LEDGER
Training Language Model to Critique for Better Refinement
As of 14 August 2026, this Paper Citation Record lists 77 of 77 outbound references and 1 inbound Pith citation observation for arXiv:2506.22157.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-16T16:01:48.789986Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-16T16:03:04.340181Z
Reference resolution
77 of 77 outbound references displayed
- verified exact0
- verified fuzzy32
- unresolved45
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 4a7f1b93-5de7-4269-b52a-c812af37db92 · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:16:01.629676Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0f089e92-f6e8-436f-80ae-9f15564f4105 · outbound
This paper cites SELF-[IN]CORRECT: LLMs Struggle with Discriminating Self-Generated Responses.
Training Language Model to Critique for Better Refinement SELF-[IN]CORRECT: LLMs Struggle with Discriminating Self-Generated Responses
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:15:46.240709Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc8dace0-02ad-4854-9a68-1e67b2def1a1 · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:16:01.153646Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 79234ca1-a02e-4b6e-8dbe-ce4a846e308e · outbound
This paper cites Offline Regularised Reinforcement Learning for Large Language Models Alignment.
Training Language Model to Critique for Better Refinement Offline Regularised Reinforcement Learning for Large Language Models Alignment
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:15:46.379605Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c5a7bbf-28cb-4268-8b9d-0e12a91e5f90 · outbound
This paper cites Self-Rewarding Language Models.
Training Language Model to Critique for Better Refinement Self-Rewarding Language Models
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:15:46.465103Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5092aeaa-6620-44ee-a32f-ad9a24021a44 · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:16:01.247061Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6ee76c20-c87c-4bb3-ac4f-520e999cbb52 · outbound
This paper cites Suggestions for improvement.
Training Language Model to Critique for Better Refinement Suggestions for improvement
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:16:01.055485Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8ed67f41-0e77-48f4-bf45-debd7f691f9c · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:16:00.871683Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 744ddeed-63b3-45e7-b0d4-bd581d49e0aa · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:16:00.682016Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 821e7516-7a3c-410b-82ad-82ec034e8195 · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:16:00.417884Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 702fbb3c-fe47-4183-ad5b-60cace0f67fd · outbound
This paper cites Suggestions for improvement.
Training Language Model to Critique for Better Refinement Suggestions for improvement
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:16:00.199676Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 23a3c9e3-af4c-401b-b423-b188955f0448 · outbound
This paper cites Suggestions for improvement.
Training Language Model to Critique for Better Refinement Suggestions for improvement
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:59.359978Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation eea2b43a-63b1-467d-958f-cab5c127239b · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:59.943172Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e6f3404c-9096-49e2-bb00-70b0b50460e5 · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:59.754674Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8050a477-c2b0-421e-8781-37e452ea566a · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:59.571225Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4afae6bd-1fed-49b1-a05c-e9fc1319e5d6 · outbound
This paper cites Suggestions for improvement.
Training Language Model to Critique for Better Refinement Suggestions for improvement
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:59.200308Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation edc17512-c645-4d88-bc26-5fc6c215b0dd · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:59.005245Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 53c7b45b-c9d9-459f-bca0-30e7db2ff8f4 · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:16:01.423942Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation dbd36bdd-ce47-4cd9-9730-27e30ae5dc03 · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:16:01.325865Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4bd86db4-d0ca-41d6-bb98-1daeac6cf624 · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:58.854677Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 41988e61-8da4-4fa4-98f3-feb98e84c0ed · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:58.758295Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0eca4be2-a3d8-4852-9f78-9aa09afdcdfe · outbound
This paper cites Suggestions for improvement.
Training Language Model to Critique for Better Refinement Suggestions for improvement
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:58.680219Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation cfbe84b8-81af-4cd3-9dd0-719d44b2b7bb · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:58.602561Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 52e3eef3-11ed-421f-8752-5be9198dcf63 · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:58.488300Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 859f60d0-79c1-4139-9a6b-e3bb594e854e · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:58.358413Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ea2cad7b-fc31-46fb-b4ff-a9e53c3922b1 · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:58.258190Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5a910eb1-6dbb-4ede-8b43-4419e851acff · outbound
This paper cites Critique by Llama-3-8B-Instruct+RCO **Helpfulness:** 0/5 - The assistant's response is not helpful at all.
Training Language Model to Critique for Better Refinement Critique by Llama-3-8B-Instruct+RCO **Helpfulness:** 0/5 - The assistant's response is not helpful at all
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:58.083423Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5d1ae4d7-34c2-4780-8f12-5db57ad5d884 · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:57.906208Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9e7dc420-cacf-44e9-af69-6d5b9f0c9ef5 · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:57.682982Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b44d3352-cd7e-49c7-b381-707931d2eda7 · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:57.481449Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 021d4327-7ce2-4230-9de9-51d5e32368f4 · outbound
This paper cites By following these suggestions, the assistant can provide a helpful, harmless, and correct response that will assist the user in making a delicious Danish dish.
Training Language Model to Critique for Better Refinement By following these suggestions, the assistant can provide a helpful, harmless, and correct response that will assist the user in making a delicious Danish dish
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:57.305082Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 65612544-b4fa-472e-bfc4-37395d900b7c · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:57.127330Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6e72aa32-b91e-404f-bc65-2c4c1b063d80 · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:56.962075Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b3699fd2-25ac-4e3e-abeb-62e0d664086a · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:56.827831Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5837c4f0-12a5-48cb-852b-13bd3c51fc6c · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:56.704312Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1db515c2-612e-47d3-bf50-7d20cf8c51c1 · outbound
This paper cites I hope you enjoy this recipe for Koldskå l! Let me know if you have any questions or if you would like any variations on the recipe.
Training Language Model to Critique for Better Refinement I hope you enjoy this recipe for Koldskå l! Let me know if you have any questions or if you would like any variations on the recipe
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:56.548762Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 53a0d5a9-fac5-421f-bec0-168f2702fd87 · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:56.389243Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ceffedaa-2c54-410b-a15d-190d065fe247 · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:56.215119Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7b4a43f1-275e-4397-84df-182a0351be7a · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:56.126794Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 93c8f743-baf8-4b89-b97c-12c50c298596 · outbound
This paper cites on my team.
Training Language Model to Critique for Better Refinement on my team
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:56.039577Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5909c8a2-6092-45ae-9abb-3f022119bae4 · outbound
This paper cites It's more of a generalization about the use of steel in construction.
Training Language Model to Critique for Better Refinement It's more of a generalization about the use of steel in construction
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:55.966158Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7597d468-1f0b-4007-89a3-99c69a366163 · outbound
This paper cites This lack of credibility can undermine the answer's authority.
Training Language Model to Critique for Better Refinement This lack of credibility can undermine the answer's authority
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:55.867953Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 3e89f32e-5864-47a5-8a82-7e69dc8bb777 · outbound
This paper cites It doesn't mention the specific types of steel or techniques used to create the chair.
Training Language Model to Critique for Better Refinement It doesn't mention the specific types of steel or techniques used to create the chair
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:55.769789Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c417cb93-e445-4ef6-92c0-eb0d0ca50b98 · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 59
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:55.706308Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 362e72b9-e814-41e6-8c93-15838de18f0f · outbound
This paper cites This could include links to reputable sources or citations to academic studies.
Training Language Model to Critique for Better Refinement This could include links to reputable sources or citations to academic studies
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:55.602195Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1cad1c60-2a45-44d2-bd9c-fcc84e1360a6 · outbound
This paper cites This could include specific types of steel used, techniques employed, or processes involved in its creation.
Training Language Model to Critique for Better Refinement This could include specific types of steel used, techniques employed, or processes involved in its creation
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:55.503997Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c545c5b3-f98c-4f11-b00f-ded74439ce4e · outbound
This paper cites This could include specific measurements or technical specifications.
Training Language Model to Critique for Better Refinement This could include specific measurements or technical specifications
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:55.430137Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f6b885b0-e052-4e2c-8acf-d3c82b7ca402 · outbound
This paper cites how many grams can you eat.
Training Language Model to Critique for Better Refinement how many grams can you eat
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:55.357436Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 363066d0-c681-4ffa-b77b-b8a8eb4d3c87 · outbound
This paper cites The question mentions the specific values of these variables, so the code should use these values to calculate the answer.
Training Language Model to Critique for Better Refinement The question mentions the specific values of these variables, so the code should use these values to calculate the answer
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:55.251396Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9c518e3a-ac7f-4185-9ca1-e9ecb4dcf212 · outbound
This paper cites The question asks for the number of grams that can be eaten, not the number of grams per calorie.
Training Language Model to Critique for Better Refinement The question asks for the number of grams that can be eaten, not the number of grams per calorie
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:55.171722Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f35d1567-0d72-4b6c-9e69-c13970643a3a · outbound
This paper cites The question asks for the specific number of grams that can be eaten, not the maximum.
Training Language Model to Critique for Better Refinement The question asks for the specific number of grams that can be eaten, not the maximum
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:55.084096Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ca9eb3b5-d5f4-4cb6-af48-7479b3904b41 · outbound
This paper cites This can be done by subtracting the minimum of the daily calorie target and the consumed calories from the total calories in the 300g bag, not the maximum.
Training Language Model to Critique for Better Refinement This can be done by subtracting the minimum of the daily calorie target and the consumed calories from the total calories in the 300g bag, not the maximum
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:55.002510Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b46c1255-f880-4baf-9d57-50421a38bb82 · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 68
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:54.921762Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e6d24ed7-d076-4e5a-b59b-84e794917644 · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 69
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:54.847415Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8b99f143-b512-41b9-beed-c8a78ffbdb9b · outbound
This paper cites Critique by Llama-3-8B-Instruct+RCO The answer provided is a Python code snippet that attempts to solve the problem, but it has several issues.
Training Language Model to Critique for Better Refinement Critique by Llama-3-8B-Instruct+RCO The answer provided is a Python code snippet that attempts to solve the problem, but it has several issues
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:54.725418Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 56d9da64-1ede-4e52-9dd2-b6e74a8cace4 · outbound
This paper cites The code should calculate the number of grams that can be eaten while staying within the daily calorie target.
Training Language Model to Critique for Better Refinement The code should calculate the number of grams that can be eaten while staying within the daily calorie target
Reference 71
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:54.621496Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9d295b2b-48cd-4bfe-afb9-609ccb23f269 · outbound
This paper cites The problem statement does not provide this information, and the code should not make this assumption.
Training Language Model to Critique for Better Refinement The problem statement does not provide this information, and the code should not make this assumption
Reference 72
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:54.519562Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5839d3f7-b074-4637-bcb4-a0cb4c3d2d48 · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 73
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:54.400214Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 470d18bc-e31f-4dd4-adc7-6ab53ef5368b · outbound
This paper cites For example, `calories_per_serving` should be in calories, `servings_per_bag` should be in servings, and `bag_weight` should be in grams.
Training Language Model to Critique for Better Refinement For example, `calories_per_serving` should be in calories, `servings_per_bag` should be in servings, and `bag_weight` should be in grams
Reference 74
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:54.284699Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 02b2000d-9a1c-4233-bd60-9e802520828e · outbound
This paper cites Instead of assuming 1 gram of the bag of chips is equivalent to 4 calories, use the information that there are 250 calories per serving and 5 servings in the bag.
Training Language Model to Critique for Better Refinement Instead of assuming 1 gram of the bag of chips is equivalent to 4 calories, use the information that there are 250 calories per serving and 5 servings in the bag
Reference 75
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:54.151179Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0ad841f5-412b-4010-8da5-f59377878027 · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 76
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:54.035555Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 959379c2-8e31-47f8-8b0e-99057de866a5 · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 77
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:53.868184Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1f70eef6-d23b-4ffc-b614-d4cc95569a41 · outbound
This paper cites Figure 10: One typical case from the mathematical reasoning task in CriticEval dataset.
Training Language Model to Critique for Better Refinement Figure 10: One typical case from the mathematical reasoning task in CriticEval dataset
Reference 78
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:53.751793Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2d68980f-7673-46bd-8d5f-9aa0dd1b0d7e · outbound
This paper cites This can be done by using a more accurate approach, such as the one described in the solution.
Training Language Model to Critique for Better Refinement This can be done by using a more accurate approach, such as the one described in the solution
Reference 79
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:53.629994Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 48a03312-13f8-43ed-b5d8-51a6cfc3953d · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 80
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:53.545776Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b13deb3e-2e6d-489a-8221-d8688d85249f · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 81
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:53.458305Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d9b000c7-2d7b-4601-a645-08d91edd78a0 · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 82
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:53.358175Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9598bb8a-8dac-41c5-8410-9903d3e0516a · outbound
This paper cites Critique by Llama-3-8B-Instruct+RCO **Correctness:** The code is not entirely correct.
Training Language Model to Critique for Better Refinement Critique by Llama-3-8B-Instruct+RCO **Correctness:** The code is not entirely correct
Reference 83
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:53.247248Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1bb156e4-5397-4e9e-9c21-6f2682f41223 · outbound
This paper cites In this case, the problem is to find the number of rotations in a circularly sorted array, not just to check if the array is sorted.
Training Language Model to Critique for Better Refinement In this case, the problem is to find the number of rotations in a circularly sorted array, not just to check if the array is sorted
Reference 84
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:53.151017Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2af08cb1-4d8c-46da-8879-bedaaf2e3143 · outbound
This paper cites an unresolved cited work.
Training Language Model to Critique for Better Refinement Unresolved cited work
Reference 85
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T22:15:53.034523Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation bb05bfc8-464e-476b-a452-bb112ac6468c · outbound
This paper cites Then, subtract this index from the length of the array to get the number of rotations.
Training Language Model to Critique for Better Refinement Then, subtract this index from the length of the array to get the number of rotations
Reference 86
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:52.842787Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e4069c3a-7689-46aa-befe-e1075826689f · outbound
This paper cites You can improve the efficiency by using a single loop to find the index where the array is no longer sorted.
Training Language Model to Critique for Better Refinement You can improve the efficiency by using a single loop to find the index where the array is no longer sorted
Reference 87
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:52.662182Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a1b8c2c7-d812-4bcc-ae3e-f3ab604a4a4f · outbound
This paper cites Figure 11: One typical case from the code generation task in CriticBench dataset.
Training Language Model to Critique for Better Refinement Figure 11: One typical case from the code generation task in CriticBench dataset
Reference 88
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T22:15:52.490702Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8b34388a-137d-4ed3-917e-c65011822c7e · outbound
This paper cites Measuring Massive Multitask Language Understanding.
Training Language Model to Critique for Better Refinement Measuring Massive Multitask Language Understanding
Reference 2020
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:15:46.151762Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52199083-eba1-4922-bd74-1e173ef0eeeb · outbound
This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.
Training Language Model to Critique for Better Refinement Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:15:45.962064Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ab88b38-73e8-46c9-810f-701ba4d8f9f5 · outbound
This paper cites Direct Preference Optimization: Your Language Model is Secretly a Reward Model.
Training Language Model to Critique for Better Refinement Direct Preference Optimization: Your Language Model is Secretly a Reward Model
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:15:46.297887Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ff8c770-7814-420d-9665-bbebcfbe0501 · outbound
This paper cites arXiv preprint arXiv:2409.12147.
Training Language Model to Critique for Better Refinement arXiv preprint arXiv:2409.12147
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:15:46.035660Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation b639c69f-5680-4223-a57e-df997b34bfc2 · inbound
No More Stale Feedback: Co-Evolving Critics for Open-World Agent Learning cites this paper.
No More Stale Feedback: Co-Evolving Critics for Open-World Agent Learning Training Language Model to Critique for Better Refinement
Reference 22
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T16:03:04.342387Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.