Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T12:51:50.130298Z
Paper Citation Record · LEDGER
What is needed for simple spatial language capabilities in VQA?
As of 16 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:1908.06336.
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 2026-08-16T06:30:59.297886+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
13 of 13 outbound references displayed
- verified exact0
- verified fuzzy10
- unresolved3
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 1270a9a5-ce52-44d0-8fd8-c72545c7c2b5 · outbound
This paper cites Lawrence Zitnick, and Devi Parikh.
What is needed for simple spatial language capabilities in VQA? Lawrence Zitnick, and Devi Parikh
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T12:51:50.272851Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a3c5d07f-69ba-449c-9cd3-81d42d2e5db2 · outbound
This paper cites Learning to reason: End-to-end module networks for visual question answering.
What is needed for simple spatial language capabilities in VQA? Learning to reason: End-to-end module networks for visual question answering
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T12:51:50.263901Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation debc4da1-3e7d-4eea-b2d2-a60942b68be2 · outbound
This paper cites Hudson and Christopher D.
What is needed for simple spatial language capabilities in VQA? Hudson and Christopher D
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T12:51:50.254433Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 034be91e-4d21-4ee4-8866-68b66cf0a199 · outbound
This paper cites Lawrence Zitnick, and Ross Girshick.
What is needed for simple spatial language capabilities in VQA? Lawrence Zitnick, and Ross Girshick
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T12:51:50.246041Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bdb221b6-0c17-43c2-ac4e-7ad356f183be · outbound
This paper cites Inferring and executing programs for visual rea- soning.
What is needed for simple spatial language capabilities in VQA? Inferring and executing programs for visual rea- soning
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T12:51:50.236688Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b5f8e9fd-5729-4509-9b38-a0b31798e70a · outbound
This paper cites ShapeWorld - A new test methodology for multimodal language understanding.
What is needed for simple spatial language capabilities in VQA? ShapeWorld - A new test methodology for multimodal language understanding
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T12:51:50.106637Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34d41f2c-1ef3-4c03-965a-9f685886a2c1 · outbound
This paper cites An intriguing failing of convolutional neural networks and the CoordConv solution.
What is needed for simple spatial language capabilities in VQA? An intriguing failing of convolutional neural networks and the CoordConv solution
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T12:51:50.227187Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2ff7f002-23bf-495c-8b9f-7ca4293b3dad · outbound
This paper cites The visual QA devil in the details: The impact of early fusion and batch norm on CLEVR.
What is needed for simple spatial language capabilities in VQA? The visual QA devil in the details: The impact of early fusion and batch norm on CLEVR
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T12:51:50.216514Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation cced3cac-9939-4f2a-bb84-29d3de31aa0a · outbound
This paper cites Transparency by design: Closing the gap between performance and interpretability in visual reasoning.
What is needed for simple spatial language capabilities in VQA? Transparency by design: Closing the gap between performance and interpretability in visual reasoning
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T12:51:50.206412Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 537d91c6-afb8-477c-b3df-dadc5de4c03c · outbound
This paper cites Courville.
What is needed for simple spatial language capabilities in VQA? Courville
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T12:51:50.196498Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9f6edb19-3c55-42d4-ba50-9fb83c13623e · outbound
This paper cites an unresolved cited work.
What is needed for simple spatial language capabilities in VQA? Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T12:51:50.186887Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c549683c-4f8f-4904-8b57-9ac304deffd7 · outbound
This paper cites A dataset and architecture for visual reasoning with a working memory.
What is needed for simple spatial language capabilities in VQA? A dataset and architecture for visual reasoning with a working memory
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T12:51:50.177406Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c2cc1188-cf79-4913-8f0a-02345e2d1038 · outbound
This paper cites an unresolved cited work.
What is needed for simple spatial language capabilities in VQA? Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T12:51:50.166533Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Pith citing papers
No inbound Pith citation observations are available.