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Paper Citation Record · LEDGER

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning

As of 17 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 1 inbound Pith citation observation for arXiv:2507.08224.

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

pith.paper-citation-record.v1
2507.08224 v2

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:30:47.314225Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-14T17:54:50.325820Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-14T17:57:33.271111Z

Reference resolution

53 of 53 outbound references displayed

  • verified exact3
  • verified fuzzy2
  • unresolved47
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fb0dd182-f850-4094-bb1f-496caffbf2e7 · outbound

This paper cites online" 'onlinestring :=.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning online" 'onlinestring :=

Reference 1

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unresolved
no resolver link, observed 2026-08-06T18:30:46.980505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:46.980505Z digest=sha256:09d9969ae4ca921e113ac3f62d65cc2f98d9a160654cfa71c4c244a55c5d0853

Observation 74f1bc55-06f1-47e9-9bd3-372b40eab221 · outbound

This paper cites write newline.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning write newline

Reference 2

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no resolver link, observed 2026-08-06T18:30:46.987966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:46.987966Z digest=sha256:4ada49203e8aeb98d1e5364885b32d34650904551891c4c211aba8451a3d8c5d

Observation e7e8e019-35c2-44fc-ba5f-8694c143d54f · outbound

This paper cites Survey on Vision-Language-Action Models.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Survey on Vision-Language-Action Models

Reference 3

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no resolver link, observed 2026-08-06T18:30:46.995093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:46.995093Z digest=sha256:ae506c69b46e60207f5cff28dbe0f03496f56d1842ce8c3e09019a3f776caff2

Observation f6dca45c-b44a-40c2-93ab-a036b2e7e267 · outbound

This paper cites an unresolved cited work.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Unresolved cited work

Reference 4

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unresolved
raw_fallback, observed 2026-08-06T18:30:48.730230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T18:30:47.006552Z digest=sha256:038ea4c56a45edaa63a26307fd2b25eb700866a28640aaaa325738dc7771a4b8

Observation 3c2f8101-5a62-4572-b2e7-1a47856d4ce5 · outbound

This paper cites Qwen2.5-VL Technical Report.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Qwen2.5-VL Technical Report

Reference 5

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no resolver link, observed 2026-08-06T18:30:47.012122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.012122Z digest=sha256:be233e637814005d9affec5a479978f94338f88841e2ddd452bb75d3b4579299

Observation 0472de09-b102-4441-8ea1-7c0ad0ba75b1 · outbound

This paper cites PaliGemma: A versatile 3B VLM for transfer.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning PaliGemma: A versatile 3B VLM for transfer

Reference 6

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unresolved
no resolver link, observed 2026-08-06T18:30:47.018175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.018175Z digest=sha256:c601eeceb24de4c5d390844aaca9ba28d7454ba60abe62dc49f6e9502d4ffc08

Observation a2f43f9f-75e7-4290-9673-93d06c3322e2 · outbound

This paper cites PlaSma: Making Small Language Models Better Procedural Knowledge Models for (Counterfactual) Planning.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning PlaSma: Making Small Language Models Better Procedural Knowledge Models for (Counterfactual) Planning

Reference 7

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T18:30:48.338796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T18:30:47.023726Z digest=sha256:356ec9bdcdaf8d233c7b5b57b4aadd56acd8dee3293f2c282c149843126ff43b

Observation a920fc33-b801-484e-b056-d7ceb811836a · outbound

This paper cites Brennan and Dale J.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Brennan and Dale J

Reference 8

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verified fuzzy
raw_fallback, observed 2026-08-06T18:30:48.710161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T18:30:47.030438Z digest=sha256:5a35b65086bf4e4b91d84f6ef29dac3b5c9fe4729fea3bdef8bf193a50616c14

Observation 13fdbfae-22c3-40d4-b465-557026c58a59 · outbound

This paper cites Automating Robot Failure Recovery Using Vision-Language Models With Optimized Prompts.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Automating Robot Failure Recovery Using Vision-Language Models With Optimized Prompts

Reference 9

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no resolver link, observed 2026-08-06T18:30:47.036931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.036931Z digest=sha256:8dae2226d09613e0a8a89ffa42ec2663207691be30e9ac6455d108d7a328548a

Observation 74ba35c4-3fda-4de6-8faf-1e5eeae78498 · outbound

This paper cites NaVILA: Legged Robot Vision-Language-Action Model for Navigation.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning NaVILA: Legged Robot Vision-Language-Action Model for Navigation

Reference 10

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no resolver link, observed 2026-08-06T18:30:47.046180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.046180Z digest=sha256:027126ee806db6f19c87dd696f635660f879e95250507d376061716dd329eca4

Observation 45b7c3e9-47bb-4b4e-a65a-4055516ca53a · outbound

This paper cites Vision-Language Models Can Self-Improve Reasoning via Reflection.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Vision-Language Models Can Self-Improve Reasoning via Reflection

Reference 11

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no resolver link, observed 2026-08-06T18:30:47.053859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.053859Z digest=sha256:c6d17347e3353e9eaa0cb7071b7e7c711dd7451f6afa3cb430aa93df2b2be750

Observation 75d61194-db29-4578-ba53-c4674dcff9cc · outbound

This paper cites an unresolved cited work.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Unresolved cited work

Reference 12

Resolution
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raw_fallback, observed 2026-08-06T18:30:48.684806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T18:30:47.066037Z digest=sha256:a90a8be5ee3cd64caedc24936bed76786d4120110c12a83ecea1e06c8ad6bb33

Observation a28be9da-70ee-4ce0-99e6-6b2bda0e64e2 · outbound

This paper cites PaLM-E: An Embodied Multimodal Language Model.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning PaLM-E: An Embodied Multimodal Language Model

Reference 13

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unresolved
no resolver link, observed 2026-08-06T18:30:47.071366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.071366Z digest=sha256:5d029e29b6a5b81f2c17a4b02c187edaf2ea672863f3282c92af94948426dca7

Observation 499834a9-0b1d-42ec-9a04-21622fb379df · outbound

This paper cites VILA$^2$: VILA Augmented VILA.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning VILA$^2$: VILA Augmented VILA

Reference 14

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no resolver link, observed 2026-08-06T18:30:47.078101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.078101Z digest=sha256:492f2d24643edd6b64ea6e57e994d5cc0f31c997ee315af29d27ffb9659ea14b

Observation 42787510-6f87-4ece-a624-67497408a71d · outbound

This paper cites an unresolved cited work.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Unresolved cited work

Reference 15

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raw_fallback, observed 2026-08-06T18:30:48.655461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T18:30:47.083418Z digest=sha256:1544e22ba9c66b72c8b732eeab340fe27d4e3fdac2d0276ed3c29563eb2477b8

Observation 1ca04d29-1942-4306-846f-44e8fb5ad42b · outbound

This paper cites Reinforced Self-Training (ReST) for Language Modeling.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Reinforced Self-Training (ReST) for Language Modeling

Reference 16

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no resolver link, observed 2026-08-06T18:30:47.087978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.087978Z digest=sha256:8907de56d2844ea7b4c9bd7efa732918df5bb961c7528219b17ff165f97943c3

Observation f2a4f9b9-c33e-4ae6-9d16-7e2f5a538443 · outbound

This paper cites an unresolved cited work.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Unresolved cited work

Reference 17

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unresolved
no resolver link, observed 2026-08-06T18:30:47.093465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.093465Z digest=sha256:5e7bd492d98881c32831a6e4e9b65574a95f475b48be970de9abe4c6546fbf1a

Observation b6242b2c-a110-4270-89bb-642ec11acaec · outbound

This paper cites https://par.nsf.gov/biblio/10366294 Language models as zero-shot planners: Extracting actionable knowledge for embodied agents.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning https://par.nsf.gov/biblio/10366294 Language models as zero-shot planners: Extracting actionable knowledge for embodied agents

Reference 18

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verified exact
raw_fallback, observed 2026-08-06T18:30:48.207348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T18:30:47.099829Z digest=sha256:e5dfd58f27abfe0889206f4a6d3339ea1d26cef5699a52511c10bd7cacc233b2

Observation 25c444b0-2a70-43be-923e-1f5079aafd1b · outbound

This paper cites Inner Monologue: Embodied Reasoning through Planning with Language Models.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Inner Monologue: Embodied Reasoning through Planning with Language Models

Reference 19

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no resolver link, observed 2026-08-06T18:30:47.107836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.107836Z digest=sha256:8332b4d981647bf5fcf6b03eb7c8cec5e9ed5c20895fbfea3a4c0f68eb850895

Observation 3fcbe79a-d35a-43ea-a474-e5869def3464 · outbound

This paper cites Understanding the planning of LLM agents: A survey.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Understanding the planning of LLM agents: A survey

Reference 20

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no resolver link, observed 2026-08-06T18:30:47.115698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.115698Z digest=sha256:77c5b3a8f7ac96dbfb3d71eebfbacd4d4d3eec2f2a94848fb7b6b848be546266

Observation d67742a5-414e-44d7-946e-be19d36af43c · outbound

This paper cites an unresolved cited work.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Unresolved cited work

Reference 21

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unresolved
raw_fallback, observed 2026-08-06T18:30:48.635814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T18:30:47.123890Z digest=sha256:c1053232a62635a68a05d5b53187aab7ae14a5055f8e17527f576ca1aa9f8ec2

Observation b61d8037-895e-4eb9-9c95-c141de593fd6 · outbound

This paper cites an unresolved cited work.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Unresolved cited work

Reference 22

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no resolver link, observed 2026-08-06T18:30:47.130350Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.130350Z digest=sha256:1bf6772971063c97efecf6ce5bd2ed36fe1a07f7b32b02522a08fa0ef8f272d3

Observation 52c8339f-f7fd-493a-9f7c-513ff24f4407 · outbound

This paper cites an unresolved cited work.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Unresolved cited work

Reference 23

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raw_fallback, observed 2026-08-06T18:30:48.615454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T18:30:47.135580Z digest=sha256:a31bbcd40b14b4b9e4730af75404074ca2cd7bfabcf3fb6eafb6de522697ef3b

Observation 6ff68727-e227-4c83-bb33-1000029dd7d5 · outbound

This paper cites CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation

Reference 24

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no resolver link, observed 2026-08-06T18:30:47.141916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.141916Z digest=sha256:71c970ebf1695aaf27e07bc5a23328a1fe92d932cda8cf4461195f3f5314a1fe

Observation 8f298308-be75-4cc4-a275-1b12116abd05 · outbound

This paper cites an unresolved cited work.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Unresolved cited work

Reference 25

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unresolved
raw_fallback, observed 2026-08-06T18:30:48.595698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T18:30:47.147926Z digest=sha256:197608736b1ccac07c149df4eced9d16be3173736e6a2a030c171a93907d07d8

Observation ef66c3e3-014b-4f34-9cf6-00b2bb853fa4 · outbound

This paper cites an unresolved cited work.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Unresolved cited work

Reference 26

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no resolver link, observed 2026-08-06T18:30:47.152976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.152976Z digest=sha256:63311da982174056a22a69383bb7026a50e418fb792c3d26a351053e2037b7de

Observation d238970b-e0bd-4ca2-bb70-0782595ce78d · outbound

This paper cites an unresolved cited work.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:30:48.573110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T18:30:47.162836Z digest=sha256:0fe06872cc7ec7d47cca6a98d9ffbf91585f88d25688a2dc441a699b2142d7c5

Observation 238becbf-770f-4e79-805e-082cacf55dae · outbound

This paper cites Visual Instruction Tuning.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Visual Instruction Tuning

Reference 28

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unresolved
no resolver link, observed 2026-08-06T18:30:47.171085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.171085Z digest=sha256:1d053b275437bf63d8f25eaab800331b91c326840b4e0c228e118d0bb387a39d

Observation 95dc4e28-f74a-4ed7-a129-993b44200739 · outbound

This paper cites Multimodal Procedural Planning via Dual Text-Image Prompting.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Multimodal Procedural Planning via Dual Text-Image Prompting

Reference 29

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unresolved
no resolver link, observed 2026-08-06T18:30:47.177417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.177417Z digest=sha256:77123dc273a6673044949b8188df488d9ea84d3dcbc2ad51eb4092c4531ea31f

Observation 00f0d8eb-bd10-4330-bcca-afd863200ec7 · outbound

This paper cites an unresolved cited work.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Unresolved cited work

Reference 30

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no resolver link, observed 2026-08-06T18:30:47.183328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.183328Z digest=sha256:662ed32363013fabb431a2197856aef8dd46ba2ff0eb36d1c2c87c2777ce4a9b

Observation 2b36099c-36df-4478-abe5-d8f0cd94046f · outbound

This paper cites an unresolved cited work.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Unresolved cited work

Reference 31

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no resolver link, observed 2026-08-06T18:30:47.189516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.189516Z digest=sha256:d2d799b6de30deba55ed8b47b4ec0c7cbe38a20bb796a1dbb1dd0f0d36b488c0

Observation eeb0acda-8021-41bb-9f02-32e953ae2f6b · outbound

This paper cites GPT-4 Technical Report.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning GPT-4 Technical Report

Reference 32

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unresolved
no resolver link, observed 2026-08-06T18:30:47.198815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.198815Z digest=sha256:8a5a846940ec1ec52cbbb0f999cf74de17bc4cfe18484fa2a66f1cae8d325c71

Observation 19e30561-78cd-47bc-aa84-b49210767281 · outbound

This paper cites an unresolved cited work.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:30:48.537264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T18:30:47.204376Z digest=sha256:b03a3f794eb4d88e60254b39b6a4fb0856bfb07f8dbc3f66031e1cdd7fcb16ce

Observation f797af11-a89a-4d06-85f5-1d65d71a36a1 · outbound

This paper cites Hi Robot: Open-Ended Instruction Following with Hierarchical Vision-Language-Action Models.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Hi Robot: Open-Ended Instruction Following with Hierarchical Vision-Language-Action Models

Reference 34

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unresolved
no resolver link, observed 2026-08-06T18:30:47.209392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.209392Z digest=sha256:702bd21037ee01e3e301af05e5b3a0c8d18cd847cb72081d07774e71b68e2fba

Observation 8f5a2e0c-e659-4af8-9b90-1f7f0c9a26f1 · outbound

This paper cites Sadler, Wei-Lun Chao, and Yu Su.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Sadler, Wei-Lun Chao, and Yu Su

Reference 35

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verified fuzzy
raw_fallback, observed 2026-08-06T18:30:48.513131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T18:30:47.216940Z digest=sha256:d6196dd56edbe281d1f37afd69946ebbb29622d53bbbdc6613efa6e6c2a66250

Observation 8eb0a301-aa7d-4f48-a8ad-91bb3b327c97 · outbound

This paper cites an unresolved cited work.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Unresolved cited work

Reference 36

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unresolved
raw_fallback, observed 2026-08-06T18:30:48.492218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T18:30:47.222760Z digest=sha256:0fcf4596633b235cfa0e080ab2fa33aab526f5eb77bc9bd5e803db6cbce95766

Observation 7b6deb97-8216-4015-aa49-a5279331725e · outbound

This paper cites an unresolved cited work.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:30:48.472055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T18:30:47.228130Z digest=sha256:9f372b354afb4f20c09e46e81b002da0c5e92ff39429d204d66b27a1edb2b16f

Observation b9aaecb6-f2b8-419b-b9dc-919e445ec3ca · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Gemma: Open Models Based on Gemini Research and Technology

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T18:30:47.234928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.234928Z digest=sha256:59511f27d051ef9392082c0936abd97748ce78c098cb2a9358d8439fb7feff74

Observation 1c520921-5056-493a-8742-d540e41b26f5 · outbound

This paper cites Smith, Daniel Khashabi, and Hannaneh Hajishirzi.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Smith, Daniel Khashabi, and Hannaneh Hajishirzi

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T18:30:47.240253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.240253Z digest=sha256:cc01e45b4f20c95d4360517f075cad9d89365a2e1b2d9069affbe45421be1ca1

Observation b9caf3de-9965-42bd-a44c-2c383235fad5 · outbound

This paper cites SDRT: Enhance Vision-Language Models by Self-Distillation with Diverse Reasoning Traces.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning SDRT: Enhance Vision-Language Models by Self-Distillation with Diverse Reasoning Traces

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T18:30:47.244957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.244957Z digest=sha256:888e3d00cd4067a53a9432b24ed404dece12ae1fa9891338527a4ec7914e0e24

Observation 9615e3cf-cb0d-45df-8835-0d74c2c1830c · outbound

This paper cites Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T18:30:47.251015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.251015Z digest=sha256:93ef876354ab4134ab96bca49800585ea603167b381f513dc4c5d06eb32ab3ca

Observation a4ef2110-f1b6-417e-92f5-761591658128 · outbound

This paper cites an unresolved cited work.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:30:48.451577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T18:30:47.255811Z digest=sha256:9b829ea636e41cea1591fd6542818db85d135b8513a25b0786de0e4e1cc0ac91

Observation eca536b6-ff76-4636-ace4-68c41de60ebc · outbound

This paper cites A Survey on Knowledge Distillation of Large Language Models.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning A Survey on Knowledge Distillation of Large Language Models

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T18:30:47.260464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.260464Z digest=sha256:144ea0863729b15e2173bf63464867f9393cfa3ac027938498ac913852464963

Observation 4159dc25-b6e1-4d9a-8ace-106e05b18e14 · outbound

This paper cites RLCD: Reinforcement Learning from Contrastive Distillation for Language Model Alignment.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning RLCD: Reinforcement Learning from Contrastive Distillation for Language Model Alignment

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T18:30:47.265500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.265500Z digest=sha256:95f7e5ce30656cc67300e4815524ca7f4f0a9d17819ed7af720a82be5242fe1f

Observation 7bcf115f-3e47-4882-a3e7-5fcdd70cabcb · outbound

This paper cites MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T18:30:47.270558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.270558Z digest=sha256:1cf4538c725bbf230d6f589531949669b0b0260ee664e84d678c8e9b2b5c1719

Observation 0c778abe-7d16-4f93-9d89-93e923a2a1c9 · outbound

This paper cites Guiding Long-Horizon Task and Motion Planning with Vision Language Models.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Guiding Long-Horizon Task and Motion Planning with Vision Language Models

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T18:30:47.277176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.277176Z digest=sha256:b0e6c6b6a87f54f312a3165c824fa8d15f3c57b37e45dc810499d2b9141d36a6

Observation 85746b45-0d14-401e-b1eb-556c21a63ca7 · outbound

This paper cites https://par.nsf.gov/biblio/10451467 React: Synergizing reasoning and acting in language models.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning https://par.nsf.gov/biblio/10451467 React: Synergizing reasoning and acting in language models

Reference 47

Resolution
verified exact
raw_fallback, observed 2026-08-06T18:30:47.727301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T18:30:47.281489Z digest=sha256:109dcde6206837f95db34c39cbc33e9bbc0d4803f7057ca3401cd6da2a534d09

Observation 19e20e32-4c62-4415-8e98-3f0612013e31 · outbound

This paper cites an unresolved cited work.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Unresolved cited work

Reference 48

Resolution
verified exact
doi, observed 2026-08-06T18:30:47.392093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T18:30:47.286320Z digest=sha256:f2298b0c81820a7bf18f0a121d3db40590c630a6c257be4fea50b33694255376

Observation fe49557f-e32c-47ae-8ccb-cab4b6594058 · outbound

This paper cites an unresolved cited work.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:30:48.431477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T18:30:47.291442Z digest=sha256:05124f3e154469ad9254091a06bdbc563818ddddf3f854c73a991d48f2ac1169

Observation ffe80c4a-9cbe-46a0-928f-bbf1bbccbf3f · outbound

This paper cites MFE-ETP: A Comprehensive Evaluation Benchmark for Multi-modal Foundation Models on Embodied Task Planning.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning MFE-ETP: A Comprehensive Evaluation Benchmark for Multi-modal Foundation Models on Embodied Task Planning

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T18:30:47.297006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.297006Z digest=sha256:7ee957968ea2bab9d2bdb754969eda45cc82f20f033f1774b3830f6538cefdac

Observation 9575fda0-2966-4560-a7ed-0d1109c5038e · outbound

This paper cites Xing, Hao Zhang, Joseph E.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Xing, Hao Zhang, Joseph E

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T18:30:47.303399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.303399Z digest=sha256:5eeb4d9c49d30e8b940dbfe46cbae40e8bbd54eaa4975225b8053168fa8cc77b

Observation 6d83ac0c-a603-4300-83a9-7efde7a4301c · outbound

This paper cites an unresolved cited work.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:30:48.400750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-06T18:30:47.308608Z digest=sha256:0c322ce2922df4943c1d1358d2df2d26e89e527844ad308d9eea24c66b1ecaca

Observation db7e958e-58be-4b73-961c-a52c603863ad · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-06T18:30:47.314225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:30:47.314225Z digest=sha256:180453f24aeb9f98bd10c7fe0de5efd938f9dfdcd848c78b215f9b483dedf600

Pith citing papers

Observation c364e9b7-cc27-47fb-a46e-7f608c8ee313 · inbound

RoboEvolve: Co-Evolving Planner-Simulator for Robotic Manipulation with Limited Data cites this paper.

RoboEvolve: Co-Evolving Planner-Simulator for Robotic Manipulation with Limited Data Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning

Reference 57

Resolution
verified exact
arxiv_id, observed 2026-05-14T17:57:33.273790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-05-14T17:54:50.325820Z digest=sha256:d69cc6042dc9c9c272631a4996d764fe9a82eba648e3085056db3e88cbec7cc5