Paper Citation Record · LEDGER

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring

As of 8 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2507.22369.

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

pith.paper-citation-record.v1
2507.22369 v3

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T11:49:12.454087Z

measured 28 of 28 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

28 of 28 outbound references displayed

verified exact6
verified fuzzy11
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation da1c715d-b9d2-42be-9909-59ebe72646d7 · outbound

This paper cites A chatgpt-based approach for questions generation in higher education,.

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring A chatgpt-based approach for questions generation in higher education,

Reference 1

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T11:49:14.944252Z

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 bfa9626f-4697-43d0-9efd-6e910235c343 · outbound

This paper cites Using learning analytics to assess students’ behavior in open-ended programming tasks,.

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring Using learning analytics to assess students’ behavior in open-ended programming tasks,

Reference 2

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T11:49:14.605536Z

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 50159e76-bdf9-4ae7-92fd-e3016a4a60a4 · outbound

This paper cites Ta-student vqa: Multi-agents training by self-questioning,.

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring Ta-student vqa: Multi-agents training by self-questioning,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:49:18.403119Z

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 c6845e70-a543-4a93-9e0a-094e609879e8 · outbound

This paper cites Bozkir, C.

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring Bozkir, C

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:49:18.111605Z

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 082d6326-045f-4c59-9d95-e66065c068da · outbound

This paper cites What is visual question answering (vqa)?.

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring What is visual question answering (vqa)?

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:49:17.740668Z

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 66397703-cac3-4cab-8d04-c41d3fd072be · outbound

This paper cites From image to language: A critical analysis of visual question answering (vqa) approaches, challenges, and opportunities,.

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring From image to language: A critical analysis of visual question answering (vqa) approaches, challenges, and opportunities,

Reference 6

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T11:49:14.335749Z

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 172b2f2a-8464-46ed-9c8c-57c36b8879ec · outbound

This paper cites Aiqam’25: The 2nd acm workshop on ai-powered ques- tion answering systems for multimedia,.

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring Aiqam’25: The 2nd acm workshop on ai-powered ques- tion answering systems for multimedia,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:49:17.424197Z

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 273fbb73-aaab-4285-baaa-7a44d337e720 · outbound

This paper cites Student Classroom Behavior Detection based on YOLOv7-BRA and Multi-Model Fusion.

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring Student Classroom Behavior Detection based on YOLOv7-BRA and Multi-Model Fusion

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-06T11:49:14.002056Z

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 a9f4fcff-05d6-4575-8309-3e7b83321421 · outbound

This paper cites Yolo-cbd: Classroom behavior detection method based on behavior feature extraction and aggregation,.

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring Yolo-cbd: Classroom behavior detection method based on behavior feature extraction and aggregation,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:49:17.132250Z

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 18856815-c111-4a0b-911a-c3d26c60f975 · outbound

This paper cites Student behavior detection in the classroom based on improved yolov8,.

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring Student behavior detection in the classroom based on improved yolov8,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:49:16.801435Z

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 6253777b-d6e2-4dae-9d39-adb9a3c88c89 · outbound

This paper cites SCB-Dataset3: A Benchmark for Detecting Student Classroom Behavior.

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring SCB-Dataset3: A Benchmark for Detecting Student Classroom Behavior

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-06T11:49:13.710573Z

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 7fd56365-1507-4e38-b698-06641cd28d59 · outbound

This paper cites Context understanding in computer vision: A survey,.

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring Context understanding in computer vision: A survey,

Reference 12

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T11:49:13.513388Z

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 b7e1bfc1-f7b7-4bab-8144-fa2bd631730c · outbound

This paper cites Multimodal research in vision and language: A review of current and emerging trends,.

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring Multimodal research in vision and language: A review of current and emerging trends,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:49:16.508917Z

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 87f07c28-b9ed-43be-9035-c76b07d3e1c6 · outbound

This paper cites VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs.

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T11:49:10.236114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f3bc963-f088-48a5-be70-96115c8b0a94 · outbound

This paper cites VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding.

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T11:49:10.330852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94e994f1-c11d-493c-8020-9568fcb97295 · outbound

This paper cites NVILA: Efficient Frontier Visual Language Models.

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring NVILA: Efficient Frontier Visual Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T11:49:10.455295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6e19850-b108-4317-85f5-398bf8fbb498 · outbound

This paper cites Qwen3 Technical Report.

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring Qwen3 Technical Report

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T11:49:10.580707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8329c023-ad6f-44bb-9fb1-3eb3df8299c0 · outbound

This paper cites Robust Visual Question Answering: Datasets, Methods, and Future Challenges.

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring Robust Visual Question Answering: Datasets, Methods, and Future Challenges

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-06T11:49:13.185067Z

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 c86e692d-789b-4f69-8ec7-09b5650146a0 · outbound

This paper cites Dgm: A deep learning algorithm for solving partial differential equations,.

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring Dgm: A deep learning algorithm for solving partial differential equations,

Reference 19

Resolution: verified exact; doi, observed 2026-08-06T11:49:12.707648Z

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 ac41428a-5f73-4398-bab1-b3f81bd8aee1 · outbound

This paper cites TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering.

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-06T11:49:13.071161Z

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 a7c69714-6669-4023-91f3-41fc4f442d8c · outbound

This paper cites Tgif-qa: Toward spatio-temporal reasoning in visual question answering,.

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring Tgif-qa: Toward spatio-temporal reasoning in visual question answering,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:49:16.144755Z

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 3f55c5db-20d2-4e66-8dc5-c298322dab9b · outbound

This paper cites Just Ask: Learning to Answer Questions from Millions of Narrated Videos.

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring Just Ask: Learning to Answer Questions from Millions of Narrated Videos

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-06T11:49:12.896967Z

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 0a665a11-5416-4657-9207-cc3c57325f73 · outbound

This paper cites ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering.

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T11:49:11.492167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93e3928d-95fa-4a33-b987-0437019a3569 · outbound

This paper cites Video Question Answering: Datasets, Algorithms and Challenges.

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring Video Question Answering: Datasets, Algorithms and Challenges

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T11:49:11.706652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8dcd05e-2c98-4c7c-b63a-b8e306497127 · outbound

This paper cites Visual question answering: from early developments to recent advances – a survey,.

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring Visual question answering: from early developments to recent advances – a survey,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:49:15.831804Z

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 f3f5dfde-aa62-4a88-8622-969b2d7d29eb · outbound

This paper cites ROUGE: A package for automatic evaluation of summaries,.

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring ROUGE: A package for automatic evaluation of summaries,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:49:15.502193Z

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 b577440f-c4a1-48ba-966a-dd1f5bfe33dc · outbound

This paper cites A detailed comparative analysis of automatic neural metrics for machine translation: Bleurt & bertscore,.

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring A detailed comparative analysis of automatic neural metrics for machine translation: Bleurt & bertscore,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:49:15.155360Z

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 5edc97a2-1a59-45a9-97ed-5f2aef7440ad · outbound

This paper cites Visual question answering: from early developments to recent advances -- a survey.

Exploring the Application of Visual Question Answering (VQA) for Classroom Activity Monitoring Visual question answering: from early developments to recent advances -- a survey

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T11:49:12.091321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.