Paper Citation Record · LEDGER

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning

As of 8 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2508.16654.

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

pith.paper-citation-record.v1
2508.16654 v3

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:39:12.470115Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

51 of 51 outbound references displayed

verified exact5
verified fuzzy9
unresolved37
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 51bfd3c1-92b9-4b74-9621-deebf18e3b62 · outbound

This paper cites an unresolved cited work.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:39:22.267559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8a4c4b4f-1d2d-4b98-97c9-85057fdea12b · outbound

This paper cites D.; and Hitch, G.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning D.; and Hitch, G

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:39:22.005574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d7fab335-72f8-441c-95ce-4f9bbfb8d279 · outbound

This paper cites M.; Wu, J.; Winter, C.; Hesse, C.; Chen, M.; Sigler, E.; Litwin, M.; Gray, S.; Chess, B.; Clark, J.; Berner, C.; McCandlish, S.; Radford, A.; Sutskever, I.; and Amodei, D.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning M.; Wu, J.; Winter, C.; Hesse, C.; Chen, M.; Sigler, E.; Litwin, M.; Gray, S.; Chess, B.; Clark, J.; Berner, C.; McCandlish, S.; Radford, A.; Sutskever, I.; and Amodei, D

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:39:21.736278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 21ec1cdc-077b-4520-bb22-829dd283c201 · outbound

This paper cites an unresolved cited work.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:39:21.491209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5de14e77-eaff-43ea-b710-329754eca69b · outbound

This paper cites an unresolved cited work.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:39:21.239324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fd73757c-e39b-4d94-9b76-38dc1f58aab4 · outbound

This paper cites an unresolved cited work.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:39:21.004079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 389a66b2-cf21-44a7-b404-a3ac699cf709 · outbound

This paper cites K.; Chuang, J.; Vázquez, M.; and Savarese, S.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning K.; Chuang, J.; Vázquez, M.; and Savarese, S

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:39:20.752966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1b6153ac-b525-47bc-8e53-a592053f536c · outbound

This paper cites an unresolved cited work.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:39:20.553371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0d849dac-a87b-4fee-805c-5d76a62d0a6c · outbound

This paper cites Quantum transport observed in films of magnetic topological semimetal EuSb$_2$.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Quantum transport observed in films of magnetic topological semimetal EuSb$_2$

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-05T18:39:14.197691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7b357631-8915-4027-9d97-82d2c7916664 · outbound

This paper cites Learning from Unlabeled 3D Environments for Vision-and-Language Navigation.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Learning from Unlabeled 3D Environments for Vision-and-Language Navigation

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-05T18:39:13.963825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f7416151-4e3c-4ca0-aeab-f44c7bb129e1 · outbound

This paper cites an unresolved cited work.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:39:20.331103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 47acb590-eb95-4316-b2bd-710424d5665a · outbound

This paper cites Think Global, Act Local: Dual-scale Graph Transformer for Vision-and-Language Navigation.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Think Global, Act Local: Dual-scale Graph Transformer for Vision-and-Language Navigation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T18:39:07.371546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8f6fe3d-2872-4c29-8fd1-0188e8a769b4 · outbound

This paper cites an unresolved cited work.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:39:20.111147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f7d26419-50cb-42e6-86be-61a3e70f0e47 · outbound

This paper cites YOLO-World: Real-Time Open-Vocabulary Object Detection.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning YOLO-World: Real-Time Open-Vocabulary Object Detection

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T18:39:07.631329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 420a7017-88e4-4a97-a12e-344007517c7c · outbound

This paper cites an unresolved cited work.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:39:19.890266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c46dcf0e-dff7-41c4-9564-ed544ad825b9 · outbound

This paper cites A.; Patai, E.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning A.; Patai, E

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:39:19.598681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d0e4b447-3c2c-4fad-85dc-ef95ff474df2 · outbound

This paper cites an unresolved cited work.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:39:19.401527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c5811e7c-cac7-4806-a2db-d9f28813a86b · outbound

This paper cites an unresolved cited work.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:39:19.211069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1e8f0712-5e80-4735-82bf-f5c7dbff94c6 · outbound

This paper cites an unresolved cited work.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:39:18.983399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ad1c641d-49da-4ca6-9942-6c7bb86a9865 · outbound

This paper cites Airbert: In-domain Pretraining for Vision-and-Language Navigation.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Airbert: In-domain Pretraining for Vision-and-Language Navigation

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-05T18:39:13.664253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cce89209-4eff-4233-8776-f9068ddce216 · outbound

This paper cites an unresolved cited work.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:39:18.686392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 61469434-82fc-4632-a3c7-93f6695fc94b · outbound

This paper cites an unresolved cited work.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:39:18.446410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 43dae750-1b82-44ea-a0d4-700fa7b97b79 · outbound

This paper cites an unresolved cited work.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:39:18.195152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 71374351-90fb-4135-b089-5c9225fcc140 · outbound

This paper cites J.; Shen, Y.; Wallis, P.; Allen-Zhu, Z.; Li, Y.; Wang, S.; Wang, L.; and Chen, W.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning J.; Shen, Y.; Wallis, P.; Allen-Zhu, Z.; Li, Y.; Wang, S.; Wang, L.; and Chen, W

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:39:17.979276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0e80a7ee-f2b6-4ff8-9f83-6dc40098d899 · outbound

This paper cites an unresolved cited work.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:39:17.743027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 55090118-9cd0-449e-ad5b-e84183d27b7a · outbound

This paper cites an unresolved cited work.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:39:17.468478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 328ffd24-42a2-4efd-93dd-41763b7a886f · outbound

This paper cites Large Language Models are Zero-Shot Reasoners.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Large Language Models are Zero-Shot Reasoners

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T18:39:09.360472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9eee364-c01a-4380-9267-ed0b8f03269f · outbound

This paper cites an unresolved cited work.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:39:17.237364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8ab85ec1-ef27-47e1-a471-ce1cb27c4682 · outbound

This paper cites Y.; Zhang, P.; Hu, X.; Zhang, L.; Wang, L.; Hu, H.; Dong, L.; Wei, F.; Choi, Y.; and Gao, J.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Y.; Zhang, P.; Hu, X.; Zhang, L.; Wang, L.; Hu, H.; Dong, L.; Wei, F.; Choi, Y.; and Gao, J

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:39:17.005735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 51ff8567-5c05-43fb-aff6-47689ffd049c · outbound

This paper cites NavCoT: Boosting LLM-Based Vision-and-Language Navigation via Learning Disentangled Reasoning.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning NavCoT: Boosting LLM-Based Vision-and-Language Navigation via Learning Disentangled Reasoning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T18:39:09.765830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b62c4850-06a1-47bf-a172-426c5c78cc8f · outbound

This paper cites Scene-Intuitive Agent for Remote Embodied Visual Grounding.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Scene-Intuitive Agent for Remote Embodied Visual Grounding

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-05T18:39:13.403545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 25c331d7-fb93-4cb4-ae22-d4adf04bca23 · outbound

This paper cites Discuss Before Moving: Visual Language Navigation via Multi-expert Discussions.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Discuss Before Moving: Visual Language Navigation via Multi-expert Discussions

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T18:39:10.048274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efa50fef-1d49-443b-abc9-6d6b480d8396 · outbound

This paper cites an unresolved cited work.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:39:16.740536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c2f712e4-eef8-4e13-9214-a6eb127aa1e4 · outbound

This paper cites an unresolved cited work.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:39:16.585134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3178a6c6-b22f-4153-a899-74448a3833f2 · outbound

This paper cites GPT-4 Technical Report.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning GPT-4 Technical Report

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T18:39:10.456735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22b3ca01-fd7c-4ca0-b46f-3e931bff4c67 · outbound

This paper cites GPT-4o System Card.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning GPT-4o System Card

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-05T18:39:10.595156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90455cd8-a5f6-4ec3-95e6-e323c9aa888f · outbound

This paper cites LangNav: Language as a Perceptual Representation for Navigation.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning LangNav: Language as a Perceptual Representation for Navigation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-05T18:39:10.729111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6da54c38-6093-4669-86a9-f6a864b73e04 · outbound

This paper cites Y.; Shen, C.; and Hengel, A.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Y.; Shen, C.; and Hengel, A

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:39:16.300535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7dc568fe-e7af-4665-979a-4780171f5776 · outbound

This paper cites S.; Tripoliti, E.; Marias, K.; Fotiadis, D.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning S.; Tripoliti, E.; Marias, K.; Fotiadis, D

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:39:16.053468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7a9c91d1-81a9-4f45-b5ba-f971cb623728 · outbound

This paper cites an unresolved cited work.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:39:15.759290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d2eab9b2-c405-48d8-818c-0285ecac83e3 · outbound

This paper cites an unresolved cited work.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:39:15.477662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 026568f5-67e0-4f45-ae18-0b44ec365d49 · outbound

This paper cites Y.; and Zhang, L.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Y.; and Zhang, L

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:39:15.252181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5a7c7614-0078-4f84-922e-5d7a8679e172 · outbound

This paper cites an unresolved cited work.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:39:14.927511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e3eb361b-040c-4134-b2a0-a8aa78bd7826 · outbound

This paper cites an unresolved cited work.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:39:14.621102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7f0dfe23-b2e4-4ad2-9a99-6a32b355f7b6 · outbound

This paper cites an unresolved cited work.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:39:14.439113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ca29e104-5d9e-40e0-958b-c25a2b0bc43a · outbound

This paper cites Qwen3 Technical Report.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Qwen3 Technical Report

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-05T18:39:11.856104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1065475a-5e65-4fef-890d-79185fd04af2 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning ReAct: Synergizing Reasoning and Acting in Language Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-05T18:39:12.005254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66abfba8-d698-4262-b908-844cec80912a · outbound

This paper cites Target-Driven Structured Transformer Planner for Vision-Language Navigation.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Target-Driven Structured Transformer Planner for Vision-Language Navigation

Reference 48

Resolution: verified exact; local_arxiv, observed 2026-08-05T18:39:12.869052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 03c4e41e-b523-4a7e-b83b-ab42acad9cd5 · outbound

This paper cites Towards Learning a Generalist Model for Embodied Navigation.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning Towards Learning a Generalist Model for Embodied Navigation

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-05T18:39:12.219776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42631f3a-8f16-44f1-82dc-b0359263a5c5 · outbound

This paper cites NavGPT-2: Unleashing Navigational Reasoning Capability for Large Vision-Language Models.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning NavGPT-2: Unleashing Navigational Reasoning Capability for Large Vision-Language Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-05T18:39:12.366064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c135422-e0dd-4747-b58c-1a57e16c7284 · outbound

This paper cites NavGPT: Explicit Reasoning in Vision-and-Language Navigation with Large Language Models.

MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning NavGPT: Explicit Reasoning in Vision-and-Language Navigation with Large Language Models

Reference 51

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