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Paper Citation Record · LEDGER

Goal-oriented Navigation Instruction Generation with Tour Video Priors

As of 22 August 2026, this Paper Citation Record lists 80 of 80 outbound references and 0 inbound Pith citation observations for arXiv:2608.08596.

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

pith.paper-citation-record.v1
2608.08596 v1

Coverage vector

measured 80 of 80 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:34:35.346330Z

measured 80 of 80 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

80 of 80 outbound references displayed

  • verified exact0
  • verified fuzzy40
  • unresolved38
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1b1b750b-06c1-43b7-8017-1a3d444161e0 · outbound

This paper cites BEVBert: Multimodal Map Pre-training for Language-guided Navigation.

Goal-oriented Navigation Instruction Generation with Tour Video Priors BEVBert: Multimodal Map Pre-training for Language-guided Navigation

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:34.982299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:34.982299Z digest=sha256:80180cc138d998b117d541e957f536c3e9215b2a10297c53579796b0ba1f37e8

Observation 4145de4f-f2a2-456a-aa2e-9d7891835e44 · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence (2024) 3, 4.

Goal-oriented Navigation Instruction Generation with Tour Video Priors IEEE Transactions on Pattern Analysis and Machine Intelligence (2024) 3, 4

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.819200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:34.987921Z digest=sha256:0e9b70cfdddc4f521aae0b83575f9540edff6fbf42ba913c47c691ac699a10fe

Observation 343d3836-d28d-480e-9acb-580b79f79325 · outbound

This paper cites In: European conference on computer vision.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: European conference on computer vision

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:34.992562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:34.992562Z digest=sha256:444e177869768cf980a85f6df81e52d4ad52fe758e38f69a1b825f97b8821383

Observation 78268c00-a435-46d8-997b-fbcaf0198e8a · outbound

This paper cites In: Proceedings of the IEEE conference on computer vision and pattern recognition.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: Proceedings of the IEEE conference on computer vision and pattern recognition

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.794186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:34.997155Z digest=sha256:4db2b2a931e7e8c11ece06e661ec9f983af89a0a6d66a02210dc7ef2e3a210a0

Observation 13bc2c65-0afc-47bf-a12e-d4760247563a · outbound

This paper cites In: 2025 IEEE International Conference on Robotics and Automation (ICRA).

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: 2025 IEEE International Conference on Robotics and Automation (ICRA)

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.002037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.002037Z digest=sha256:9bb66692de5e72e9094dbca1a256e6101be3adf34b89b3030e8f8a9f3e048ded

Observation 098e7442-39f5-402f-8120-38b34efbc6ae · outbound

This paper cites Qwen2.5-VL Technical Report.

Goal-oriented Navigation Instruction Generation with Tour Video Priors Qwen2.5-VL Technical Report

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.007050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.007050Z digest=sha256:8897de73722ea5e3edbcca50495b53349318c1df326cc16970b773053b7e31ee

Observation e3e8ee37-16da-4104-86aa-4c0d56cab0b6 · outbound

This paper cites (2025) 5, 10, 11, 6, 7.

Goal-oriented Navigation Instruction Generation with Tour Video Priors (2025) 5, 10, 11, 6, 7

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.770018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.012021Z digest=sha256:19cb8af3367603fd25c2a2ab7081584e82119c114c07f5ec9d09efe189aa682e

Observation ffce5103-1612-4216-8ee0-57ec55d2a49a · outbound

This paper cites In: Pro- ceedings of the 26th annual international conference on machine learning.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: Pro- ceedings of the 26th annual international conference on machine learning

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.755262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.016888Z digest=sha256:df5a5f120010bcdb36da01831019eb952bb057d8655146a8de962bb347052661

Observation c0054c01-0dce-4209-916d-f6dc7da54b8a · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: Proceedings of the Computer Vision and Pattern Recognition Conference

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.740365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.021485Z digest=sha256:7a0a1263a6146169c2986a01cdb3651e644266714405e7dd2f23203dbe8fee8d

Observation a21391c9-4b25-48ca-a07e-fd9afd0f1f17 · outbound

This paper cites ALLaVA: Harnessing GPT4V-Synthesized Data for Lite Vision-Language Models.

Goal-oriented Navigation Instruction Generation with Tour Video Priors ALLaVA: Harnessing GPT4V-Synthesized Data for Lite Vision-Language Models

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.026213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.026213Z digest=sha256:04e8ffc5c670ecd29bc377d3e8cc8f6b6342b68700a1111b1b1196e5e8f6e201

Observation 000c1d06-5843-41ce-bd00-d5f3a4db4004 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.725457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.031104Z digest=sha256:cbb13edecc4fcf288d8f1aed826372652639cabffbd94232584f87410a9b5092

Observation 376622d5-2708-4c36-8f63-77fc8bdb67f6 · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.709747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.035480Z digest=sha256:45e09af66a63c815f343d3def7e776d53098f5d343c616c3fa9e622b3c7d2853

Observation 11c936a4-78c7-458d-821f-0029b6b698df · outbound

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

Goal-oriented Navigation Instruction Generation with Tour Video Priors NaVILA: Legged Robot Vision-Language-Action Model for Navigation

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.040088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.040088Z digest=sha256:d50082aa8ddf08cc8fdb51154cdb2669ce85e13868c46b58332eca07f5b155f6

Observation f35ef524-a1b3-4784-83b3-6507948d0003 · outbound

This paper cites Mobility VLA: Multimodal Instruction Navigation with Long-Context VLMs and Topological Graphs.

Goal-oriented Navigation Instruction Generation with Tour Video Priors Mobility VLA: Multimodal Instruction Navigation with Long-Context VLMs and Topological Graphs

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.044831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.044831Z digest=sha256:ecc7a953b1057e64b7f4a931f312c0afb0d4de697f6c377cce650622fd9926d4

Observation efd37d8d-28d3-4251-9028-fc67088cf198 · outbound

This paper cites Li et al.

Goal-oriented Navigation Instruction Generation with Tour Video Priors Li et al

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.694736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.049468Z digest=sha256:130a40d3db1193477ccdae68b5cc35aa2ecd6f7f6ad9210f511d42e42205e36e

Observation bbd2b0e3-7b33-4aa2-bc60-009a975a2a50 · outbound

This paper cites Generating Vision-Language Navigation Instructions Incorporated Fine-Grained Alignment Annotations.

Goal-oriented Navigation Instruction Generation with Tour Video Priors Generating Vision-Language Navigation Instructions Incorporated Fine-Grained Alignment Annotations

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.053699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.053699Z digest=sha256:783f63dfc6ecd86f4e9fbc96378cffcffea1a09168097d8c37268b0ba5d9a7aa

Observation 40aa80d8-e2d0-4a6b-8264-ef2b4ef4f743 · outbound

This paper cites Can LLMs Generate Human-Like Wayfinding Instructions? Towards Platform-Agnostic Embodied Instruction Synthesis.

Goal-oriented Navigation Instruction Generation with Tour Video Priors Can LLMs Generate Human-Like Wayfinding Instructions? Towards Platform-Agnostic Embodied Instruction Synthesis

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.058564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.058564Z digest=sha256:0e0db0d0717a3dd08e5b9afc239e2331a4869284cc08aabf2d50b865ba35d2b7

Observation 58f9e7c0-abf1-40cf-bfad-1bca45befccc · outbound

This paper cites In: European Conference on Computer Vi- sion.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: European Conference on Computer Vi- sion

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.680704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.063348Z digest=sha256:45ebc8724d456fbe18beb3af7276ab1d1eed4a8c040a27a49f92769a69950442

Observation 9de90e1a-2e34-4c67-8298-aa4c4f77d1da · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: Proceedings of the Computer Vision and Pattern Recognition Conference

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.666896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.067618Z digest=sha256:65a89d208b261c9286134fcdda96eebb061609a4c4c8e0e30dd65e5c8c862640

Observation 869207c1-4f19-4e5d-8b07-138abc644e0e · outbound

This paper cites Communi- cations of the ACM24(6), 381–395 (1981) 7.

Goal-oriented Navigation Instruction Generation with Tour Video Priors Communi- cations of the ACM24(6), 381–395 (1981) 7

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.652467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.071752Z digest=sha256:91f265b518e2c4225b0c0750a900da4cd7237e162a4557587d6faece4fb2b47e

Observation 45b49681-a4bb-4f63-a638-000152dc29a0 · outbound

This paper cites Advances in neural information processing sys- tems31(2018) 2, 4.

Goal-oriented Navigation Instruction Generation with Tour Video Priors Advances in neural information processing sys- tems31(2018) 2, 4

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.637759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.075921Z digest=sha256:68ab336392e31b94f519df49713cbb4846662c1a7348c5f9959c6c3f5a91b75a

Observation ac860cc6-4ea8-4928-a31d-62c14b767f22 · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.622896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.080055Z digest=sha256:5789399c156802e7e156223e1fdbacef720b5bbc3e2c39d3e8a9464c2c5c1042

Observation 201f4bfa-bc28-4833-bd49-67c9e949a794 · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: Proceedings of the Computer Vision and Pattern Recognition Conference

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.607576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.084334Z digest=sha256:eec7a264bbcb11197489f4ce64c282d24ef74d46d403e2f1f4c405e9a06ec0ba

Observation 3e0e5581-a064-44d2-b06c-f706abe9e6d8 · outbound

This paper cites LeLaN: Learning A Language-Conditioned Navigation Policy from In-the-Wild Videos.

Goal-oriented Navigation Instruction Generation with Tour Video Priors LeLaN: Learning A Language-Conditioned Navigation Policy from In-the-Wild Videos

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.088481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.088481Z digest=sha256:76a1fede1e44a8dd442e18afeba72029b11a506a3541dd960542ebb7f6e0c6ab

Observation ed1f94d9-d410-4390-b6f3-3e4750141163 · outbound

This paper cites General Scene Adaptation for Vision-and-Language Navigation.

Goal-oriented Navigation Instruction Generation with Tour Video Priors General Scene Adaptation for Vision-and-Language Navigation

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.092927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.092927Z digest=sha256:95470eb3604e296b45e05a39e1eb0c3241492798b069be167b21a167b063387f

Observation baf2d2cf-c1f8-431f-b703-c29a3e2a2bf0 · outbound

This paper cites arXiv preprint arXiv:2506.01946 (2025) 2, 5.

Goal-oriented Navigation Instruction Generation with Tour Video Priors arXiv preprint arXiv:2506.01946 (2025) 2, 5

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.097876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.097876Z digest=sha256:c12e2989dad444c65ce520dd1e017308e7395d9b32c6c46e03e117f245a182db

Observation 47219645-6818-472b-89b6-4b39b51a1afe · outbound

This paper cites In: European Conference on Computer Vision.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: European Conference on Computer Vision

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.592418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.101980Z digest=sha256:a3689d82342bb5f531cfc0c20c937b89cee54c27aedd6b6221086d0cf9857b20

Observation 3b9a1193-8073-40b4-937b-0bf9864444a9 · outbound

This paper cites General Evaluation for Instruction Conditioned Navigation using Dynamic Time Warping.

Goal-oriented Navigation Instruction Generation with Tour Video Priors General Evaluation for Instruction Conditioned Navigation using Dynamic Time Warping

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.106278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.106278Z digest=sha256:3ef6eb2ca4b4a9903697701cc8353630a2fbad482bbf23df6be154a200804960

Observation 6199eb5e-3557-48b5-abcd-3a55e07c504e · outbound

This paper cites In: European Confer- ence on Computer Vision.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: European Confer- ence on Computer Vision

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.578354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.111206Z digest=sha256:f548b8e24175559c94d269d917977b15c1cb3d6d5b00cf2b347d84b6ba70c9df

Observation 50370e0f-fdbc-4726-9b82-d38f282ff8c4 · outbound

This paper cites Room-Across-Room: Multilingual Vision-and-Language Navigation with Dense Spatiotemporal Grounding.

Goal-oriented Navigation Instruction Generation with Tour Video Priors Room-Across-Room: Multilingual Vision-and-Language Navigation with Dense Spatiotemporal Grounding

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.115493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.115493Z digest=sha256:f05c75c1a61a7da7f0028d4fe7ce6808766ed3170741158ef2968de0f7459de0

Observation 39b0ac29-bbd1-47eb-a0aa-16f48aca1d06 · outbound

This paper cites In: Proceedings of the ACM SIGOPS 29th Symposium on Operating Systems Principles (2023) 10 Goal-oriented Navigation Instruction Generation with Tour Video Priors 17.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: Proceedings of the ACM SIGOPS 29th Symposium on Operating Systems Principles (2023) 10 Goal-oriented Navigation Instruction Generation with Tour Video Priors 17

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.563953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.120189Z digest=sha256:b25034de9009f40e9188807ae79c67351e8fff1392a217eeb06244fda89efcb9

Observation 6af576d7-c101-4855-ad38-5218a0ac5a18 · outbound

This paper cites Ground-level Viewpoint Vision-and-Language Navigation in Continuous Environments.

Goal-oriented Navigation Instruction Generation with Tour Video Priors Ground-level Viewpoint Vision-and-Language Navigation in Continuous Environments

Reference 32

Resolution
metadata mismatch
local_arxiv, observed 2026-08-14T04:34:35.853735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.124639Z digest=sha256:e5473b5ec4cb489508cf4c369cf5276f6201571c16f541db5c99025058a38ea9

Observation 13334bd9-ff18-456f-8c77-6e86e717aa0d · outbound

This paper cites In: Text sum- marization branches out.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: Text sum- marization branches out

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.549506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.129338Z digest=sha256:46821f3615d5a73100adfb90cd6025ada4ba2c4869affa5b078a04e8f87bd446

Observation 5035417e-a662-4b64-8a85-a5b8d9243558 · outbound

This paper cites In: Proceedings of the IEEE/CVF In- ternational Conference on Computer Vision.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: Proceedings of the IEEE/CVF In- ternational Conference on Computer Vision

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.534345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.134115Z digest=sha256:c8a40c32f988d717b70cd78e7b0fad745d5104a32ba3f8e51b5bf12967722cea

Observation 7be0a82a-2e00-4e58-ae10-9ae15bde24d5 · outbound

This paper cites an unresolved cited work.

Goal-oriented Navigation Instruction Generation with Tour Video Priors Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-14T04:34:36.518836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.138566Z digest=sha256:870ab892562ac3b6ef4d1344f67ca3010e2d8340086b797edeb7e5aeef821bdc

Observation 5383acfb-6e5b-4ab2-8e4a-03c8c8c50eb8 · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: Proceedings of the Computer Vision and Pattern Recognition Conference

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.503353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.142977Z digest=sha256:dbc8c85a90e35529d7356898ea8da94a1ef141c7c5033d8243b1d2bc1c03041b

Observation 2f4b9f71-157b-4c93-9465-8e3ebd044a3f · outbound

This paper cites InstructNav: Zero-shot System for Generic Instruction Navigation in Unexplored Environment.

Goal-oriented Navigation Instruction Generation with Tour Video Priors InstructNav: Zero-shot System for Generic Instruction Navigation in Unexplored Environment

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.147506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.147506Z digest=sha256:46d39132c76d145286e31b5c828a5e81058834d3a20e4c7a7771292d5c3eaba1

Observation 61dae913-21d8-4ef3-898d-32aa91fc1e9e · outbound

This paper cites Orca-Math: Unlocking the potential of SLMs in Grade School Math.

Goal-oriented Navigation Instruction Generation with Tour Video Priors Orca-Math: Unlocking the potential of SLMs in Grade School Math

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.152287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.152287Z digest=sha256:80fd5c7dd9b422533e3178c945b88f1fe74115b8cab3fa10db57d763e968e4de

Observation f0dd3dbb-4720-4487-9afb-870f8e928d93 · outbound

This paper cites SpaceR: Reinforcing MLLMs in Video Spatial Reasoning.

Goal-oriented Navigation Instruction Generation with Tour Video Priors SpaceR: Reinforcing MLLMs in Video Spatial Reasoning

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.157051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.157051Z digest=sha256:00de7fff12a13329e8d06a8a2b95865ffdd0161e709f1af58a3d05058d33ed74

Observation 5c98a439-1e7d-4dce-8e9f-bfd4926b35af · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.488839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.161752Z digest=sha256:22744debfd2ecab5ad441903b9d51bb775a4212136dfe8215ed5342399df293d

Observation 81cd374f-3024-449e-aadb-4a19f7f1b7ae · outbound

This paper cites NavBench: Probing Multimodal Large Language Models for Embodied Navigation.

Goal-oriented Navigation Instruction Generation with Tour Video Priors NavBench: Probing Multimodal Large Language Models for Embodied Navigation

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.166153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.166153Z digest=sha256:a96ab719e0084905fcd5fe788107e18c8b2d433d0ad50be77940ab9f98620793

Observation 86620621-84ee-4fb0-aa71-d10860b8aa81 · outbound

This paper cites arXiv preprint arXiv:2504.00907 (2025) 4.

Goal-oriented Navigation Instruction Generation with Tour Video Priors arXiv preprint arXiv:2504.00907 (2025) 4

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.171068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.171068Z digest=sha256:49b1c2540b726f8700597629de198b7b6b8b4283aa3af7e3d02056f11ac17d00

Observation 9f612b35-8093-4fe1-8984-33a1678d2cd9 · outbound

This paper cites In: Proceedings of the IEEE/CVF international conference on computer vision.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.475091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.175601Z digest=sha256:e60e850b845fdf1ae028b6d0a534e0521a10e9a014130ca265fa33c708c538ba

Observation f352e6a8-dbd4-494c-b522-d39978e18cf3 · outbound

This paper cites In: Conference on robot learning.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: Conference on robot learning

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.460991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.179854Z digest=sha256:35092f64b488ceaf939c094f8e1a6e7807b566e23a480321b572b09fc36f12e1

Observation 25f856a5-ee88-4b32-9fd2-0f8137e1a00b · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Goal-oriented Navigation Instruction Generation with Tour Video Priors DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.184480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.184480Z digest=sha256:dcecdf5f6a915b1033c980935e8cda24df2eef6c49778d68d9633dc1c4598e17

Observation 608b2a8e-62f5-4983-a686-0dfb33a708f9 · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: Proceedings of the Computer Vision and Pattern Recognition Conference

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.447335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.189061Z digest=sha256:ef447bedb266645ecb439023afba9b00b6336e56c9b9d2ae04bac66124333622

Observation f744108d-89ec-4dc7-802d-34cc8dbf3043 · outbound

This paper cites Learning to Navigate Unseen Environments: Back Translation with Environmental Dropout.

Goal-oriented Navigation Instruction Generation with Tour Video Priors Learning to Navigate Unseen Environments: Back Translation with Environmental Dropout

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.193857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.193857Z digest=sha256:7fc471751edc590ca4c97d0944fc6a61402ebaee5d0c411babc2c256d32ce373

Observation 8a88bfb0-39c2-4235-83f2-6ea352d38a8c · outbound

This paper cites Li et al.

Goal-oriented Navigation Instruction Generation with Tour Video Priors Li et al

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.432957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.198623Z digest=sha256:cf9e233f5041d718c5fc87ab83009118c7a1831725bf0bb032b639f8b59af89c

Observation a2106c67-19e7-4cf8-97a3-c1917f455ea4 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pat- tern recognition.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: Proceedings of the IEEE/CVF conference on computer vision and pat- tern recognition

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.418115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.203035Z digest=sha256:395a088f8ae5d565e546cd4f75bd38b336fa670abed8ad352d5e0486c255b9f2

Observation d3da8b0f-e371-48ec-a88f-9fd2030daf9d · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: Proceedings of the Computer Vision and Pattern Recognition Conference

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.403330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.208088Z digest=sha256:55b0a329e73b808ffd01c7615f1a0501545daca418e995d07f45b38e6a78338c

Observation f1659e2b-913c-4889-be9f-90b9af9e51bc · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.272243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.212527Z digest=sha256:b47fed318378e0ffa0596d13765ae738f4960414019cbb5d33f8412a5ba194d8

Observation 149f1919-7790-4702-98ed-25939dfc7aec · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.257821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.216891Z digest=sha256:42d4c018ffecff857721ee61d287b4f6309f1818feffdd74767c755567faa44a

Observation abdb614d-f28b-43ff-8da1-e0a38d43229b · outbound

This paper cites Advances in Neural Information Processing Systems37, 121475–121499 (2024) 10.

Goal-oriented Navigation Instruction Generation with Tour Video Priors Advances in Neural Information Processing Systems37, 121475–121499 (2024) 10

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.243288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.221223Z digest=sha256:5e1fcd357d9507e6c8b00f7706576cf8cc8a7fa3adef0da1d88621ccd61ea835

Observation 603a7637-d6a6-441b-bec4-eeab0d8714b2 · outbound

This paper cites Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization.

Goal-oriented Navigation Instruction Generation with Tour Video Priors Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.225816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.225816Z digest=sha256:e9ea3ae3f75ad196df0d050cbcafc58bd2b27c8a433de91caa0806bf89c46b44

Observation 4f8c77f6-2eaf-43d5-badc-3671d5865ef3 · outbound

This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.

Goal-oriented Navigation Instruction Generation with Tour Video Priors InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.230585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.230585Z digest=sha256:6b61ff7d9898f51fb6e0e17441e5c9a216b2b5d6410421cf798ee58cba0bd08a

Observation b093d542-fc31-4580-8351-244c0ff51eb0 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.226824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.235172Z digest=sha256:7d02cae2b0f3ce38a0a9a3848a2bc15733fdc7632318f167272a4e962a4f8696

Observation bf8f2bfc-cdf9-4e74-85b9-26d8a94918e5 · outbound

This paper cites NavRAG: Generating User Demand Instructions for Embodied Navigation through Retrieval-Augmented LLM.

Goal-oriented Navigation Instruction Generation with Tour Video Priors NavRAG: Generating User Demand Instructions for Embodied Navigation through Retrieval-Augmented LLM

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.239654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.239654Z digest=sha256:96920606840d565793805d27540a1c4ea0f3e043449184fe75c9cddf66a2c94c

Observation 71b87891-78e3-4e1e-bd4d-19f698ca34ac · outbound

This paper cites Bootstrapping Language-Guided Navigation Learning with Self-Refining Data Flywheel.

Goal-oriented Navigation Instruction Generation with Tour Video Priors Bootstrapping Language-Guided Navigation Learning with Self-Refining Data Flywheel

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.244441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.244441Z digest=sha256:11247ed86244185f18ee191f284bc50949ac55149c2a374ebeda19e9099fb316

Observation 27cde5e7-8c3c-4309-a8ed-11a7f7693f02 · outbound

This paper cites In: Proceed- ings of the IEEE/CVF international conference on computer vision.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: Proceed- ings of the IEEE/CVF international conference on computer vision

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.211900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.249070Z digest=sha256:cc2e75d82a68b37bfd5587d6440dcf6788902190b507db59c26e1f909543dc99

Observation b3d94491-d362-41fa-9680-2718fabf024d · outbound

This paper cites arXiv preprint arXiv:2512.08186 (2025) 9, 13.

Goal-oriented Navigation Instruction Generation with Tour Video Priors arXiv preprint arXiv:2512.08186 (2025) 9, 13

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.253523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.253523Z digest=sha256:e2ccb65a81cf5e7a1d5fae89921ff48ba6c7fd1aba722c711085e0d0d56ade7f

Observation 831a9937-39e5-4609-9668-f3f9f85f7332 · outbound

This paper cites StreamVLN: Streaming Vision-and-Language Navigation via SlowFast Context Modeling.

Goal-oriented Navigation Instruction Generation with Tour Video Priors StreamVLN: Streaming Vision-and-Language Navigation via SlowFast Context Modeling

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.257974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.257974Z digest=sha256:5bdfca433ce52eb607425e2b6375513ce6d8b3b45a2ec6ea34d57a39dad357ff

Observation 36a0d711-48c7-49e5-a7ae-6cdb7ea2a566 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.196567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.262808Z digest=sha256:4a0558e3f96a2a7a0962ca661a9ba12ddb2aa37d3cc6fdfe5de1ff48eb25b5ab

Observation fa12c939-bcda-4fa3-a653-d3149ed5cf70 · outbound

This paper cites GoViG: Goal-Conditioned Visual Navigation Instruction Generation via Multimodal Reasoning.

Goal-oriented Navigation Instruction Generation with Tour Video Priors GoViG: Goal-Conditioned Visual Navigation Instruction Generation via Multimodal Reasoning

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.267252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.267252Z digest=sha256:3bf21f73c197dddebc56620885cf4c638c55ceffcce1f644d6b5daa177f108ed

Observation 07453ca9-bf2b-4332-8f69-0a0415bc4794 · outbound

This paper cites In: Pro- ceedings of the Computer Vision and Pattern Recognition Conference.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: Pro- ceedings of the Computer Vision and Pattern Recognition Conference

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.182130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.271796Z digest=sha256:e8f85662312c5ec0dd1df752ceee6d4f702dcabe951d9961bf6e60703588d8d1

Observation accc630d-9750-46a3-a68f-7d1eeb0bd6f8 · outbound

This paper cites In: 2024 IEEE International Con- ference on Robotics and Automation (ICRA).

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: 2024 IEEE International Con- ference on Robotics and Automation (ICRA)

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.166985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.276064Z digest=sha256:e9011daa3958e223834bc8676df1f5028f561d79666e44ab8c36431b80a8544a

Observation 289156a2-d1f2-417d-9f3a-f25b8e5dfe7a · outbound

This paper cites In: 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.150183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.280607Z digest=sha256:f29fd649cddea26b29d5d76ca3e9d81e92e2d260eadd3d4983f85e5c164ec2c5

Observation aae6a15f-04ed-42f6-b78c-c1089de197c9 · outbound

This paper cites MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models.

Goal-oriented Navigation Instruction Generation with Tour Video Priors MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.285162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.285162Z digest=sha256:15e0cbe66bd9b26e22e9a8de60329036ee575b6c6857f54ac3bdc83acea8c1f4

Observation 67e71dfd-cca6-4c0d-be03-48c67cbc23f2 · outbound

This paper cites MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning.

Goal-oriented Navigation Instruction Generation with Tour Video Priors MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.289705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.289705Z digest=sha256:4fc9ae3a3451aab7837bf818e0a36fa2416ca6aa345f4c7c41a6a67206bcf358

Observation 6a882902-92c9-400f-963a-90e592a8bcaf · outbound

This paper cites Uni-NaVid: A Video-based Vision-Language-Action Model for Unifying Embodied Navigation Tasks.

Goal-oriented Navigation Instruction Generation with Tour Video Priors Uni-NaVid: A Video-based Vision-Language-Action Model for Unifying Embodied Navigation Tasks

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.294644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.294644Z digest=sha256:40ea5ca888ce976b5e51198421599541fcec99e673b4aaa563e3bc9d834ed6ea

Observation 2f63341b-19f8-493b-ba49-39f1741476db · outbound

This paper cites NaVid: Video-based VLM Plans the Next Step for Vision-and-Language Navigation.

Goal-oriented Navigation Instruction Generation with Tour Video Priors NaVid: Video-based VLM Plans the Next Step for Vision-and-Language Navigation

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.299539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.299539Z digest=sha256:0006ae3f2b65f2d3e98e7a07ec3a35776bf6e1061da0520ea612bb230f81623e

Observation c9497d46-7d08-4d32-a1bf-0dd7905432f0 · outbound

This paper cites MapNav: A Novel Memory Representation via Annotated Semantic Maps for Vision-and-Language Navigation.

Goal-oriented Navigation Instruction Generation with Tour Video Priors MapNav: A Novel Memory Representation via Annotated Semantic Maps for Vision-and-Language Navigation

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.304762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.304762Z digest=sha256:53f18b3f06d2998c982b43f6d3ba16f4c3aef8db389c275c41a5287884a9fdbf

Observation bd50a817-4396-4a93-8e9d-eaeeb67c883d · outbound

This paper cites Mem2Ego: Empowering Vision-Language Models with Global-to-Ego Memory for Long-Horizon Embodied Navigation.

Goal-oriented Navigation Instruction Generation with Tour Video Priors Mem2Ego: Empowering Vision-Language Models with Global-to-Ego Memory for Long-Horizon Embodied Navigation

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.309557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.309557Z digest=sha256:9f9e3938d6435a8d6180c731a862321251bc80e13b7325557af7345fb6097179

Observation 0a6533d1-cd21-4d58-a848-990739e88371 · outbound

This paper cites Vision-and-Language Navigation Today and Tomorrow: A Survey in the Era of Foundation Models.

Goal-oriented Navigation Instruction Generation with Tour Video Priors Vision-and-Language Navigation Today and Tomorrow: A Survey in the Era of Foundation Models

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.314057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.314057Z digest=sha256:9ade10c9995772372f99e9122554a9aef56f8fb2b053e69b93f6f2fae0973453

Observation 19d4d347-8cb3-42c8-a3d5-1b33a7f8a959 · outbound

This paper cites On the Evaluation of Vision-and-Language Navigation Instructions.

Goal-oriented Navigation Instruction Generation with Tour Video Priors On the Evaluation of Vision-and-Language Navigation Instructions

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.318996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.318996Z digest=sha256:e7029503529f8bc57560976ae71ff9dfd3ff21a1a42c45a00c21c7a27152329e

Observation 4d7aca7c-31a6-4262-a3a1-4463a88b4f8f · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.135480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.323716Z digest=sha256:f0737a47575f2285c861adee2340bb035bbae1509cff95f8fc6e2f56bb65009c

Observation c2c6c45d-3825-4974-85e0-8382c27e4d5f · outbound

This paper cites OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement.

Goal-oriented Navigation Instruction Generation with Tour Video Priors OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-14T04:34:35.328264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.328264Z digest=sha256:c636ef6a733ce912d7b13e437d0cbba19424c281d1de15b0acd160902833941e

Observation 871fc483-fc46-40cf-8938-d9efe4bdbfe0 · outbound

This paper cites In: European Confer- ence on Computer Vision.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: European Confer- ence on Computer Vision

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.120528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.332989Z digest=sha256:fefe634f041db0167275141244a32c51cb4512fdfbb080484755188561a7618e

Observation 5ecec553-9d79-4bf5-a8ba-e9b4ff26f1d6 · outbound

This paper cites In: Proceedings of the IEEE/CVF international conference on computer vision.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.104469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.337472Z digest=sha256:a3b21b207bc31f4fa73b510beb0c8dd1a465745dba9fc6caa283901d8b54f7bd

Observation df603f53-2adf-4e88-a6ba-4f5f0a28c4ff · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Goal-oriented Navigation Instruction Generation with Tour Video Priors In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:34:36.089812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T04:34:35.341982Z digest=sha256:623847a9ca515457d86968de2d8609ee08baa84746e10fc01870a232930b87e3

Observation ef5ee8ff-0585-499b-8afa-4d0fa6f5d9f8 · outbound

This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.

Goal-oriented Navigation Instruction Generation with Tour Video Priors InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 80

Resolution
malformed identifier
no resolver link, observed 2026-08-14T04:34:35.346330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:34:35.346330Z digest=sha256:20ec22a8591d6812a965511ebb15dda5a84113a97a43f784c52734231d8c170a

Pith citing papers

No inbound Pith citation observations are available.