Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T10:17:46.312250Z
Paper Citation Record · LEDGER
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos
As of 8 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 3 inbound Pith citation observations for arXiv:2506.05904.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-01T05:35:33.360009Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T17:07:12.870465Z
Reference resolution
27 of 27 outbound references displayed
- verified exact1
- verified fuzzy14
- unresolved11
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 3e0c67e7-ba3c-4754-8fb3-ea49b596eb85 · outbound
This paper cites an unresolved cited work.
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:17:46.470356Z
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 3f837d44-eabf-4ebd-b8c0-9ed41b93dcd8 · outbound
This paper cites VideoChat: Chat-Centric Video Understanding.
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos VideoChat: Chat-Centric Video Understanding
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:17:44.040534Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20df1673-8786-4d11-b2db-b8ab5a63f275 · outbound
This paper cites Make them more clear and helpful when necessary, but keep them concise and to the point in general.
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos Make them more clear and helpful when necessary, but keep them concise and to the point in general
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:17:46.446288Z
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 c5f5d63a-a825-4570-ae4a-7e8afe2fd463 · outbound
This paper cites make sure.
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos make sure
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:17:46.439987Z
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 b5e2f5d4-b574-4325-8059-c8985d415b01 · outbound
This paper cites as I have mentioned this earlier.
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos as I have mentioned this earlier
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:17:46.433616Z
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 22224aa8-18e7-4791-9887-4da61dbfc685 · outbound
This paper cites Do not just copy paste the original dialog! Listing 7: Prompt for dialogue refinement and intent labeling for assistant turns.
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos Do not just copy paste the original dialog! Listing 7: Prompt for dialogue refinement and intent labeling for assistant turns
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:17:46.427486Z
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 533d359d-717d-4c51-8d1f-796f4ba0351d · outbound
This paper cites In Euro- pean Conference on Computer Vision , pages 485–.
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos In Euro- pean Conference on Computer Vision , pages 485–
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:17:46.489256Z
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 2690e6dd-5de3-4497-ac29-d80834516bee · outbound
This paper cites Okay." - [15.1s] assistant:.
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos Okay." - [15.1s] assistant:
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:17:46.482942Z
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 eec085a6-76cb-4564-a2d8-15af620d1c51 · outbound
This paper cites Here is a video description of an experienced user working on the task - {goal_description}: {video_descriptions} Try to infer the **high-level** recipe from the descriptions.
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos Here is a video description of an experienced user working on the task - {goal_description}: {video_descriptions} Try to infer the **high-level** recipe from the descriptions
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:17:46.476813Z
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 67c2ae71-9413-43a6-9abb-6d3309aafcf7 · outbound
This paper cites Final answer: 1, 2 or 0.
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos Final answer: 1, 2 or 0
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:17:46.464544Z
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 4f23cfac-d128-44de-8e8c-7b8410870cfe · outbound
This paper cites an unresolved cited work.
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:17:46.458514Z
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 7cd0bcf5-cbaf-46c7-b01a-f88073324140 · outbound
This paper cites an unresolved cited work.
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:17:46.452416Z
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 9b42ba5a-bd29-45d9-b96a-3053554778bb · outbound
This paper cites an unresolved cited work.
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:17:46.421018Z
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 71871af8-57d8-4b26-9272-205247579bbf · outbound
This paper cites an unresolved cited work.
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:17:46.414231Z
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 15d96c16-d09c-4493-936e-4f681ee3b521 · outbound
This paper cites Be faithful and try to include all the relevant information.
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos Be faithful and try to include all the relevant information
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:17:46.407992Z
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 c87130d2-8911-430a-9107-f17f3bb984c6 · outbound
This paper cites The model is hosted locally using vLLM (Kwon et al., 2023), running a FP8-quantized version5 on four H100 GPUs.
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos The model is hosted locally using vLLM (Kwon et al., 2023), running a FP8-quantized version5 on four H100 GPUs
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:17:46.400559Z
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 99eedae1-1ce4-40da-a045-97baffe4dceb · outbound
This paper cites Keep you analysis concise and to the point.
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos Keep you analysis concise and to the point
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:17:46.393722Z
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 985b43cd-4ed8-4ceb-b7df-8893d5f61057 · outbound
This paper cites an unresolved cited work.
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:17:46.386835Z
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 7652d825-93f8-4351-ab45-8af382dfb62c · outbound
This paper cites C Model Implementation Details C.1 VideoLLM-Online Model Implementation We use LLaMA-3.1-8B-Instruct (Dubey et al.,.
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos C Model Implementation Details C.1 VideoLLM-Online Model Implementation We use LLaMA-3.1-8B-Instruct (Dubey et al.,
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:17:46.379684Z
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 d9f7746e-827e-4267-8da0-0e84f02f66eb · outbound
This paper cites Assis- tant: C opens the fridge.
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos Assis- tant: C opens the fridge
Reference 27
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-07T10:17:46.372258Z
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 6d4782aa-01c2-45ca-ae44-13cd9f3a8ec4 · outbound
This paper cites Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding.
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding
Reference 501
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:17:44.720073Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b285b52-eebf-47cc-87f9-ae8305faa457 · outbound
This paper cites Advanced Engi- neering Informatics, 30(3):406–421.
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos Advanced Engi- neering Informatics, 30(3):406–421
Reference 2016
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:17:46.496567Z
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 8cf2c2b6-ec5b-4af7-a9e8-50e75d97b459 · outbound
This paper cites Building a Conversational Agent Overnight with Dialogue Self-Play.
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos Building a Conversational Agent Overnight with Dialogue Self-Play
Reference 2018
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:17:44.248611Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73ea1fff-5b0a-485d-b8a1-24ebddd0f364 · outbound
This paper cites In Proceedings of the 28th International Con- ference on Computational Linguistics, pages 1103– 1121.
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos In Proceedings of the 28th International Con- ference on Computational Linguistics, pages 1103– 1121
Reference 2020
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:17:46.502692Z
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 a323198b-a578-4063-945d-4f9d213661a7 · outbound
This paper cites CaptainCook4D: A Dataset for Understanding Errors in Procedural Activities.
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos CaptainCook4D: A Dataset for Understanding Errors in Procedural Activities
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:17:44.214361Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f8b2f0a-e96f-4a9c-8c70-71e8e71673f8 · outbound
This paper cites Can Foundation Models Watch, Talk and Guide You Step by Step to Make a Cake?.
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos Can Foundation Models Watch, Talk and Guide You Step by Step to Make a Cake?
Reference 2023
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T10:17:46.364950Z
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 a2142ca6-68bf-41d4-84fd-0ba9b2e84808 · outbound
This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T10:17:44.373593Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 479f8fc6-af92-475f-9443-3c600a42c8b6 · inbound
StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos cites this paper.
StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Proactive Assistant Dialogue Generation from Streaming Egocentric Videos
Reference 36
- Resolution
- malformed identifier
- arxiv_id, observed 2026-05-17T02:51:28.084265Z
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 2f57766a-d5a3-48f5-a834-5e95d888ffed · inbound
Don't Pause: Streaming Video-Language Synchrony for Online Video Understanding cites this paper.
Don't Pause: Streaming Video-Language Synchrony for Online Video Understanding Proactive Assistant Dialogue Generation from Streaming Egocentric Videos
Reference 88
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-02T17:07:12.871955Z
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 e3ffd5b0-20ec-43c2-9f6e-218ef6916fa0 · inbound
DigitalCoach: Communication and Grounding Gaps in Human and Agentic Computer Use Coaching cites this paper.
DigitalCoach: Communication and Grounding Gaps in Human and Agentic Computer Use Coaching Proactive Assistant Dialogue Generation from Streaming Egocentric Videos
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T10:25:41.177276Z
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.