Paper Citation Record · LEDGER

Solution for Meta KDD Cup'25: A Comprehensive Three-Step Framework for Vision Question Answering

As of 8 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2507.21520.

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

pith.paper-citation-record.v1
2507.21520 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T12:44:50.292508Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

15 of 15 outbound references displayed

verified exact0
verified fuzzy4
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6a187fa1-5fae-4d64-be44-61702cb8e1ae · outbound

This paper cites MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues.

Solution for Meta KDD Cup'25: A Comprehensive Three-Step Framework for Vision Question Answering MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T12:44:49.134508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5e47152-8c06-4b10-a0e1-d53eb613a711 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Solution for Meta KDD Cup'25: A Comprehensive Three-Step Framework for Vision Question Answering Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T12:44:49.171519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54fd92ba-667c-4307-a156-46641d107b36 · outbound

This paper cites an unresolved cited work.

Solution for Meta KDD Cup'25: A Comprehensive Three-Step Framework for Vision Question Answering Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T12:44:49.254306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16f9d260-3511-4cce-8ce2-3b4624680b34 · outbound

This paper cites an unresolved cited work.

Solution for Meta KDD Cup'25: A Comprehensive Three-Step Framework for Vision Question Answering Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T12:44:52.572548Z

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 8ff5afa0-4e17-4277-97ba-231721bf3777 · outbound

This paper cites Gonzalez, Hao Zhang, and Ion Stoica.

Solution for Meta KDD Cup'25: A Comprehensive Three-Step Framework for Vision Question Answering Gonzalez, Hao Zhang, and Ion Stoica

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:44:52.386479Z

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 9ca4fc3a-3d6a-48f8-b019-9f5e98593d29 · outbound

This paper cites Gonzalez, Ion Stoica, Sohier Dane, Maggie Demkin, and Nate Keating.

Solution for Meta KDD Cup'25: A Comprehensive Three-Step Framework for Vision Question Answering Gonzalez, Ion Stoica, Sohier Dane, Maggie Demkin, and Nate Keating

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:44:52.115957Z

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 c2c88776-3aac-43d6-b35b-ceed2381d9cd · outbound

This paper cites SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM.

Solution for Meta KDD Cup'25: A Comprehensive Three-Step Framework for Vision Question Answering SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T12:44:49.581330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ff1a0a2-e10c-4acf-a3eb-4d68fa1de595 · outbound

This paper cites Winning Solution For Meta KDD Cup' 24.

Solution for Meta KDD Cup'25: A Comprehensive Three-Step Framework for Vision Question Answering Winning Solution For Meta KDD Cup' 24

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T12:44:49.671498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fd5afae-a374-4be7-adcd-a305fe845379 · outbound

This paper cites an unresolved cited work.

Solution for Meta KDD Cup'25: A Comprehensive Three-Step Framework for Vision Question Answering Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T12:44:51.858589Z

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 61c513d0-6f99-440a-8e39-287cc735ad13 · outbound

This paper cites MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities.

Solution for Meta KDD Cup'25: A Comprehensive Three-Step Framework for Vision Question Answering MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T12:44:49.868313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cdff741-97d7-43b7-b210-1044bfd32633 · outbound

This paper cites an unresolved cited work.

Solution for Meta KDD Cup'25: A Comprehensive Three-Step Framework for Vision Question Answering Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T12:44:51.570923Z

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 0ffbd882-01a6-4e4b-95b2-2eba69c94e09 · outbound

This paper cites Question: {query} Standard answer: {ans_full} Data Augmentation Prompt for Task1 Figure 5: Data augmentation prompt for Task1.

Solution for Meta KDD Cup'25: A Comprehensive Three-Step Framework for Vision Question Answering Question: {query} Standard answer: {ans_full} Data Augmentation Prompt for Task1 Figure 5: Data augmentation prompt for Task1

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:44:51.300201Z

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 96b3ed29-78ca-4f8b-ba98-9a97f79f99fd · outbound

This paper cites an unresolved cited work.

Solution for Meta KDD Cup'25: A Comprehensive Three-Step Framework for Vision Question Answering Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T12:44:50.996961Z

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 162aecdc-59e1-4ad0-bab7-31ccd08a8b2b · outbound

This paper cites an unresolved cited work.

Solution for Meta KDD Cup'25: A Comprehensive Three-Step Framework for Vision Question Answering Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T12:44:50.794221Z

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 cdfeaa14-a5da-48ee-9b11-f350500ba276 · outbound

This paper cites For example, when answer a question about time, it's better to answer with day, month and year.

Solution for Meta KDD Cup'25: A Comprehensive Three-Step Framework for Vision Question Answering For example, when answer a question about time, it's better to answer with day, month and year

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T12:44:50.679810Z

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.

Pith citing papers

No inbound Pith citation observations are available.