Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:44:44.609839Z
Paper Citation Record · LEDGER
Predicting Implicit Arguments in Procedural Video Instructions
As of 17 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2505.21068.
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 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
45 of 45 outbound references displayed
- verified exact0
- verified fuzzy29
- unresolved16
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 0c9f3956-4bbb-49b1-ab14-c3b78d60dea0 · outbound
This paper cites an unresolved cited work.
Predicting Implicit Arguments in Procedural Video Instructions Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:44:51.515930Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 86b2fa0f-c791-4517-b7a2-61cd803f31e3 · outbound
This paper cites an unresolved cited work.
Predicting Implicit Arguments in Procedural Video Instructions Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:44:51.271662Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 27fb33ef-dd7b-4405-a8b6-5411e3331c5a · outbound
This paper cites an unresolved cited work.
Predicting Implicit Arguments in Procedural Video Instructions Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:44:51.128220Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation dee018c3-53fa-49d4-b423-1653f73810fd · outbound
This paper cites InProceedings of the IEEE/CVF Conference on Computer Vision and Pat- tern Recognition, pages 13853–13863.
Predicting Implicit Arguments in Procedural Video Instructions InProceedings of the IEEE/CVF Conference on Computer Vision and Pat- tern Recognition, pages 13853–13863
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:52.254343Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 40586567-8766-4e7d-b0d8-81faddda09cc · outbound
This paper cites add flour and spices in a bowl and mix.
Predicting Implicit Arguments in Procedural Video Instructions add flour and spices in a bowl and mix
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:50.089191Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e59cd68e-474d-40f4-9e20-02076e781bae · outbound
This paper cites The Explicit Argu- ment is an argument directly mentioned or visible in the current video clip.
Predicting Implicit Arguments in Procedural Video Instructions The Explicit Argu- ment is an argument directly mentioned or visible in the current video clip
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:50.913303Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e9392d63-c1b9-4105-aa60-8f365f8cc869 · outbound
This paper cites an unresolved cited work.
Predicting Implicit Arguments in Procedural Video Instructions Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:44:50.779643Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a9c577a6-3c58-4782-aef7-2b3b326dced1 · outbound
This paper cites an unresolved cited work.
Predicting Implicit Arguments in Procedural Video Instructions Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:44:50.605154Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation fdedb03f-0264-4ca8-8a3e-5ceafc6efb3e · outbound
This paper cites them” and “it.
Predicting Implicit Arguments in Procedural Video Instructions them” and “it
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:50.443915Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 43cbab30-9b55-4316-a86b-c21e7b2f2db1 · outbound
This paper cites add spices and onions to the bowl.
Predicting Implicit Arguments in Procedural Video Instructions add spices and onions to the bowl
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:50.229427Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e83064aa-3f5f-4a79-8b53-b41291321cdf · outbound
This paper cites add onions and tomatoes to the blender and blend them.
Predicting Implicit Arguments in Procedural Video Instructions add onions and tomatoes to the blender and blend them
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:49.948915Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0964d70c-fb8c-4873-8d5a-234b0e33684b · outbound
This paper cites an unresolved cited work.
Predicting Implicit Arguments in Procedural Video Instructions Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:44:49.803006Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4dca47c7-e9a0-4f56-af17-1b62b4c42db3 · outbound
This paper cites turn heat to low.
Predicting Implicit Arguments in Procedural Video Instructions turn heat to low
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:49.635127Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7bf9a374-cf7f-4e7c-a08c-d243fc9d39df · outbound
This paper cites add sausages on top of pota- toes.
Predicting Implicit Arguments in Procedural Video Instructions add sausages on top of pota- toes
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:49.341162Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1fa5db79-527f-4da7-b529-7c8f03eda376 · outbound
This paper cites srl_id":.
Predicting Implicit Arguments in Procedural Video Instructions srl_id":
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:49.012070Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 72c44b69-0b4f-4119-9ff5-dc7faa706687 · outbound
This paper cites 1. add the flour and water in the bowl and mix.
Predicting Implicit Arguments in Procedural Video Instructions 1. add the flour and water in the bowl and mix
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:48.655396Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f4d023f0-47e5-4891-92a3-edaed4625c4a · outbound
This paper cites ??". Based on the concatenated video clips and its corresponding steps, your goal is to fill the arguments of each verbs mentioned by.
Predicting Implicit Arguments in Procedural Video Instructions ??". Based on the concatenated video clips and its corresponding steps, your goal is to fill the arguments of each verbs mentioned by
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:47.932958Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a0b5fdc9-36ac-4794-8668-458738a74656 · outbound
This paper cites You do not focus on the tools used to prepare the ingredients.
Predicting Implicit Arguments in Procedural Video Instructions You do not focus on the tools used to prepare the ingredients
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:47.773563Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 06eb1d5b-987c-41c5-a9c9-66e6e3b6afb2 · outbound
This paper cites Make sure to observe the blank frame that separates the video clips depicting the recipe steps.
Predicting Implicit Arguments in Procedural Video Instructions Make sure to observe the blank frame that separates the video clips depicting the recipe steps
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:47.652903Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 20b3ad09-4777-4761-aaf2-16dc854c7bfc · outbound
This paper cites an unresolved cited work.
Predicting Implicit Arguments in Procedural Video Instructions Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:44:47.519894Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a83d8dd0-64fc-4e1a-9d51-766363d75bcc · outbound
This paper cites verb": "add.
Predicting Implicit Arguments in Procedural Video Instructions verb": "add
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:47.355964Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 35837422-f1bb-4fca-87aa-1fe71b44a369 · outbound
This paper cites ??" in the.
Predicting Implicit Arguments in Procedural Video Instructions ??" in the
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:47.232009Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3b308d0c-c3c9-42ff-8b25-c58692c78075 · outbound
This paper cites srl":[ {.
Predicting Implicit Arguments in Procedural Video Instructions srl":[ {
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:47.034034Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3d6426a3-a6ed-4d95-bbd2-05d57b38b57b · outbound
This paper cites an unresolved cited work.
Predicting Implicit Arguments in Procedural Video Instructions Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:44:46.846682Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3d4666a7-659f-4df6-909c-d4934b81aee4 · outbound
This paper cites verb": "add.
Predicting Implicit Arguments in Procedural Video Instructions verb": "add
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:46.638523Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e668e122-753b-4010-847a-d8e15ec85c31 · outbound
This paper cites Also, observe their corresponding semantic role labels.
Predicting Implicit Arguments in Procedural Video Instructions Also, observe their corresponding semantic role labels
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:46.463559Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9e689e2d-57d5-4644-bf98-e804270301e8 · outbound
This paper cites an unresolved cited work.
Predicting Implicit Arguments in Procedural Video Instructions Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:44:46.314881Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 405ab3bf-99c0-4d22-b754-7a83f169d49b · outbound
This paper cites an unresolved cited work.
Predicting Implicit Arguments in Procedural Video Instructions Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:44:46.119936Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9a15cc60-5e5a-481a-a42a-6d3e3a1209ec · outbound
This paper cites **Don'ts**.
Predicting Implicit Arguments in Procedural Video Instructions **Don'ts**
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:45.967290Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e3dd5947-c8ef-4c60-b1cf-9725efff8895 · outbound
This paper cites Do not generate any additional examples.
Predicting Implicit Arguments in Procedural Video Instructions Do not generate any additional examples
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:48.403778Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 12e98e71-7a7d-4dc8-af5e-39448403df35 · outbound
This paper cites Semantic Role Labels.
Predicting Implicit Arguments in Procedural Video Instructions Semantic Role Labels
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:45.780994Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 02ef8f99-d6cd-4baf-a374-7981fc49610c · outbound
This paper cites ----------------------------------------------------------------- Please note that the examples do not include video clips, as the examples are for illustration purposes only.
Predicting Implicit Arguments in Procedural Video Instructions ----------------------------------------------------------------- Please note that the examples do not include video clips, as the examples are for illustration purposes only
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:45.625213Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5bf3098b-e2b6-4c99-a0aa-a01d046d2f25 · outbound
This paper cites Do not focus on the tools used to prepare the ingredients.
Predicting Implicit Arguments in Procedural Video Instructions Do not focus on the tools used to prepare the ingredients
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:45.445695Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ed6bf5ef-8feb-4809-a28d-7f9554465fee · outbound
This paper cites Squeeze some lime juice into the food processor and add some olive oil.
Predicting Implicit Arguments in Procedural Video Instructions Squeeze some lime juice into the food processor and add some olive oil
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:45.276942Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7f34eeff-78b5-4cf8-8137-b7a3592ce5ba · outbound
This paper cites verb": "add.
Predicting Implicit Arguments in Procedural Video Instructions verb": "add
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:45.087424Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0561a890-fccf-46e9-9f3e-1ba43c536515 · outbound
This paper cites an unresolved cited work.
Predicting Implicit Arguments in Procedural Video Instructions Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:44:48.172720Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 77e19446-207d-4991-b2c3-2ea3186706df · outbound
This paper cites Finally, predict the semantic role labels for the given QUERY recipe steps.
Predicting Implicit Arguments in Procedural Video Instructions Finally, predict the semantic role labels for the given QUERY recipe steps
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:44.853515Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4d21e2c1-21a9-4fa0-849a-0839e88b9244 · outbound
This paper cites The Llama 3 Herd of Models.
Predicting Implicit Arguments in Procedural Video Instructions The Llama 3 Herd of Models
Reference 350
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:44:39.936041Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ada0fc53-4618-4824-8d9c-d8f3c3b46a5a · outbound
This paper cites an unresolved cited work.
Predicting Implicit Arguments in Procedural Video Instructions Unresolved cited work
Reference 1998
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:44:52.527418Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f0ee5812-c6a4-4698-84e3-55a4562be278 · outbound
This paper cites Kishore Papineni, Salim Roukos, Todd Ward, and Wei- Jing Zhu.
Predicting Implicit Arguments in Procedural Video Instructions Kishore Papineni, Salim Roukos, Todd Ward, and Wei- Jing Zhu
Reference 2005
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:52.070820Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5f71034e-895e-4b30-97bf-2f288486b356 · outbound
This paper cites Transactions of the Association for Computational Linguistics (TACL), 1:25–36.
Predicting Implicit Arguments in Procedural Video Instructions Transactions of the Association for Computational Linguistics (TACL), 1:25–36
Reference 2013
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:51.897472Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0ebcfc03-da07-4218-8653-1b7579772539 · outbound
This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.
Predicting Implicit Arguments in Procedural Video Instructions Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution
Reference 2019
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:44:40.618728Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d042e57c-2e3f-49de-9851-e0693052bc78 · outbound
This paper cites Qwen2.5 Technical Report.
Predicting Implicit Arguments in Procedural Video Instructions Qwen2.5 Technical Report
Reference 2020
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:44:40.703347Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0143fdd4-db60-47c3-a34a-d9b331e65f09 · outbound
This paper cites LLaVA-OneVision: Easy Visual Task Transfer.
Predicting Implicit Arguments in Procedural Video Instructions LLaVA-OneVision: Easy Visual Task Transfer
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:44:40.052468Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 76afc562-f880-43d2-ac74-74fd5948625d · outbound
This paper cites InProceedings of the 62nd Annual Meeting of the Association for Compu- tational Linguistics (Volume 3: System Demonstra- tions), Bangkok, Thailand.
Predicting Implicit Arguments in Procedural Video Instructions InProceedings of the 62nd Annual Meeting of the Association for Compu- tational Linguistics (Volume 3: System Demonstra- tions), Bangkok, Thailand
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:44:51.742741Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Pith citing papers
No inbound Pith citation observations are available.