Paper Citation Record · LEDGER

SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models

As of 20 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 4 inbound Pith citation observations for arXiv:2507.13152.

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

pith.paper-citation-record.v1
2507.13152 v3

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:33:49.266555Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:40:14.058419Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T11:26:54.069284Z

Reference resolution

25 of 25 outbound references displayed

verified exact1
verified fuzzy0
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5f9fe887-6591-4c1b-8e93-3448667cc371 · outbound

This paper cites an unresolved cited work.

SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T16:33:46.720398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaeb1df4-c2d2-46af-a4d1-50efa6cc7b47 · outbound

This paper cites an unresolved cited work.

SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:33:51.984673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 59ef6e08-e7a3-4da4-ad2b-08db9a86ccd9 · outbound

This paper cites an unresolved cited work.

SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:33:51.820383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 16dff492-3fd9-44d1-8154-15895b264f31 · outbound

This paper cites an unresolved cited work.

SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:33:51.691448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation aac10cbf-0581-4bf0-ad0f-ebe39c0ec765 · outbound

This paper cites an unresolved cited work.

SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:33:51.521250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7fac222a-95ce-4707-8099-512751313678 · outbound

This paper cites LLM-Personalize: Aligning LLM Planners with Human Preferences via Reinforced Self-Training for Housekeeping Robots.

SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models LLM-Personalize: Aligning LLM Planners with Human Preferences via Reinforced Self-Training for Housekeeping Robots

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T16:33:47.179804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5e63ab5-b490-41a1-94b7-fc045f30c9ce · outbound

This paper cites an unresolved cited work.

SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T16:33:47.314994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7e134fc-fc35-4bac-a656-719b82f7c550 · outbound

This paper cites LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay.

SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T16:33:47.458300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39d8e93c-4499-46b4-896e-a073cfdf173b · outbound

This paper cites TINA: Think, Interaction, and Action Framework for Zero-Shot Vision Language Navigation.

SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models TINA: Think, Interaction, and Action Framework for Zero-Shot Vision Language Navigation

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:33:49.711508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 63af0041-836b-439a-8e69-22cf5b2a4dd3 · outbound

This paper cites an unresolved cited work.

SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:33:51.189888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 16615af1-33e5-49bc-adef-39c40a8ac3ad · outbound

This paper cites Vision-Language Navigation with Continual Learning.

SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models Vision-Language Navigation with Continual Learning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T16:33:47.838131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e6d2c21-c56e-4111-b48f-fa9dcd3ade3e · outbound

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

SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models NavCoT: Boosting LLM-Based Vision-and-Language Navigation via Learning Disentangled Reasoning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T16:33:47.914909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 048da78d-3987-4aa0-8148-c009d3163823 · outbound

This paper cites L.; Wei, Z.; Han, M.; Xu, R.; Niu, M.; Han, J.; Lin, L.; Lu, C.; et al.

SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models L.; Wei, Z.; Han, M.; Xu, R.; Niu, M.; Han, J.; Lin, L.; Lu, C.; et al

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T16:33:48.006215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ba1cb70-9dcb-45ef-81ec-1e5e054dbd95 · outbound

This paper cites an unresolved cited work.

SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:33:50.906011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 43b13e29-43f6-4ff4-910b-1bbe209cb286 · outbound

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

SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models Y.; Shen, C.; and Hengel, A

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T16:33:48.186292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c71e3b80-476e-4aec-9d5f-6ad3118963f3 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T16:33:48.266792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b69ad065-c245-40f4-898e-5aaf401c8e45 · outbound

This paper cites an unresolved cited work.

SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:33:50.640028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 696b91a4-3a57-4ce2-9d1f-559f166aeefd · outbound

This paper cites an unresolved cited work.

SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:33:50.312498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 95e06cbb-0741-48ae-90d7-971d35853b72 · outbound

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

SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models Learning to Navigate Unseen Environments: Back Translation with Environmental Dropout

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T16:33:48.525238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b14dfcbb-3d1c-4a27-a073-fce6af454110 · outbound

This paper cites an unresolved cited work.

SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T16:33:48.640454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5711c23d-ef90-4531-9079-ca52ce5795af · outbound

This paper cites MC-GPT: Empowering Vision-and-Language Navigation with Memory Map and Reasoning Chains.

SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models MC-GPT: Empowering Vision-and-Language Navigation with Memory Map and Reasoning Chains

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T16:33:48.794874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b0d1496-ebbc-45ad-9857-a97331296eca · outbound

This paper cites Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization.

SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T16:33:48.946358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4274d8c-7f08-4095-850f-1fff80027225 · outbound

This paper cites an unresolved cited work.

SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:33:49.998554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1f66ce62-3e29-43cf-8648-f9a4664093a6 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models , " * write output.state after.block = add.period write newline

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T16:33:49.166101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a65c450-a3f3-44cb-8f92-1ecab44f107f · outbound

This paper cites write newline.

SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models write newline

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T16:33:49.266555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 60ab9d06-911e-4185-a101-8960541bc770 · inbound

Plan in Sandbox, Navigate in Open Worlds: Learning Physics-Grounded Abstracted Experience for Embodied Navigation cites this paper.

Plan in Sandbox, Navigate in Open Worlds: Learning Physics-Grounded Abstracted Experience for Embodied Navigation SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:11:27.308950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 98762c74-a812-429d-b4dd-f485451161b8 · inbound

CLOSER-VLN: Closed-Loop Self-Verified Retrieval-Augmented Reasoning for Aerial Vision-Language Navigation cites this paper.

CLOSER-VLN: Closed-Loop Self-Verified Retrieval-Augmented Reasoning for Aerial Vision-Language Navigation SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T15:25:47.562402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f31a623b-0e8c-49cd-ab36-9ab66aeff250 · inbound

DART-VLN: Test-Time Memory Decay and Anti-Loop Regularization for Discrete Vision-Language Navigation cites this paper.

DART-VLN: Test-Time Memory Decay and Anti-Loop Regularization for Discrete Vision-Language Navigation SE-VLN: A Self-Evolving Vision-Language Navigation Framework Based on Multimodal Large Language Models

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T11:26:54.071949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cd8f63ce-f7f3-47e8-846e-fe68a4e5cc08 · inbound

DART-VLN: Test-Time Memory Decay and Anti-Loop Regularization for Discrete Vision-Language Navigation cites this paper.

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T15:40:14.058419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.