Paper Citation Record · LEDGER

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand?

As of 17 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2608.13239.

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

pith.paper-citation-record.v1
2608.13239 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T15:40:22.428261Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

37 of 37 outbound references displayed

verified exact0
verified fuzzy16
unresolved18
parse uncertain0
malformed identifier1
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fcb3e689-f5cc-4edf-b386-61120ec4cc92 · outbound

This paper cites In: Proceedings of the 33rd ACM International Confer- ence on Multimedia.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? In: Proceedings of the 33rd ACM International Confer- ence on Multimedia

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:23.511709Z

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 ebf1d7cf-2b22-48f8-97c5-989a2cedf960 · outbound

This paper cites In: Belgrave, D., Zhang, C., Lin, H., Pascanu, R., Koniusz, P., Ghassemi, M., Chen, N.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? In: Belgrave, D., Zhang, C., Lin, H., Pascanu, R., Koniusz, P., Ghassemi, M., Chen, N

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:23.491598Z

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 b8ad8321-5d4f-47d3-a567-5808432c5690 · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? Gemma 2: Improving Open Language Models at a Practical Size

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-14T15:40:22.196318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c167fe86-a646-46ec-8322-762a47c04df8 · outbound

This paper cites Nature645(8081), 633–638 (2025).https://doi.org/10.1038/s41586-025-09422-z,http://dx.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? Nature645(8081), 633–638 (2025).https://doi.org/10.1038/s41586-025-09422-z,http://dx

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-14T15:40:22.203126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71ab9d94-9509-4867-b6f8-2b12e5127677 · outbound

This paper cites pre- ferring shorter thinking chains for improved llm reasoning.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? pre- ferring shorter thinking chains for improved llm reasoning

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-14T15:40:22.209126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dce71d75-8e6a-4879-9609-24d2d8e8ea70 · outbound

This paper cites In: The Fourteenth Inter- national Conference on Learning Representations (2026),https://openreview.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? In: The Fourteenth Inter- national Conference on Learning Representations (2026),https://openreview

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:23.473292Z

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 1431cff5-861d-4542-97df-30a83cda322a · outbound

This paper cites an unresolved cited work.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:40:23.456227Z

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 b26da899-3e01-432e-bcb1-63c107e0ea75 · outbound

This paper cites In: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2026).

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? In: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2026)

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:23.439702Z

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 94effb2d-3ea3-45a5-bdb6-51465b73bae9 · outbound

This paper cites In: Proceedings of the AAAI Conference on Artificial Intelligence.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? In: Proceedings of the AAAI Conference on Artificial Intelligence

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:23.421959Z

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 1bac5ce9-d9ce-4f25-8c19-c0abeef21e1d · outbound

This paper cites Transactions on Machine Learning Re- search (TMLR) (2026) 16 K.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? Transactions on Machine Learning Re- search (TMLR) (2026) 16 K

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:23.402857Z

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 94d9d133-0221-4577-b26d-72cd84f0b53a · outbound

This paper cites In: The Thirty-ninth Annual Conference on Neural Information Processing Systems Datasets and Benchmarks Track (2026), https://openreview.net/forum?id=SSF4qgsNYE.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? In: The Thirty-ninth Annual Conference on Neural Information Processing Systems Datasets and Benchmarks Track (2026), https://openreview.net/forum?id=SSF4qgsNYE

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:23.384098Z

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 331b1625-dbc1-4104-b370-44f3383ab879 · outbound

This paper cites an unresolved cited work.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-14T15:40:22.251999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b76175d4-b330-4aa5-b3ed-76396b6e712d · outbound

This paper cites Explainable Multimodal Emotion Recognition.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? Explainable Multimodal Emotion Recognition

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-14T15:40:22.258726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2008d3f-f1e2-4300-8549-b3ef134667e3 · outbound

This paper cites Advances in Neural Information Processing Systems36, 34892–34916 (2023).

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? Advances in Neural Information Processing Systems36, 34892–34916 (2023)

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:23.361120Z

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 0c1bdeb2-c3ea-4cfd-bde9-562187734be3 · outbound

This paper cites The Llama 3 Herd of Models.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? The Llama 3 Herd of Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-14T15:40:22.271573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc2c9d48-c62e-4373-9422-43e9d060b4b9 · outbound

This paper cites International Conference on Learning Representations (ICLR) (2026).

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? International Conference on Learning Representations (ICLR) (2026)

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:23.340132Z

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 48de3eb2-7ea5-465d-ad4e-fd162ee927a7 · outbound

This paper cites MODF-SIR: A Multi-agent Omni-modal Distilled Framework for Social Intelligence Reasoning.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? MODF-SIR: A Multi-agent Omni-modal Distilled Framework for Social Intelligence Reasoning

Reference 17

Resolution: metadata mismatch; local_arxiv, observed 2026-08-14T15:40:22.902794Z

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 5bf02b1c-97f5-4650-bfbd-5f8c224913fc · outbound

This paper cites In: Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? In: Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:23.322801Z

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 05fc6fc0-db95-4e07-b562-4ee30c328158 · outbound

This paper cites an unresolved cited work.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:40:23.305487Z

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 c46bf565-a18f-4c7b-8d69-717186081ca5 · outbound

This paper cites an unresolved cited work.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:40:23.287468Z

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 6ead7a3d-e8ed-448d-a535-028650533434 · outbound

This paper cites In: Proceedings of the AAAI Conference on Artificial Intelligence.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? In: Proceedings of the AAAI Conference on Artificial Intelligence

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:23.264045Z

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 a5661164-765a-40f0-a528-c1ce20f39c39 · outbound

This paper cites Qwen3.5-Omni Technical Report.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? Qwen3.5-Omni Technical Report

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-14T15:40:22.314683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2fdcf59-6add-4887-8a55-43043127a5c1 · outbound

This paper cites Proceedings of the AAAI Conference on Arti- ficial Intelligence40(3), 2029–2037 (Mar 2026).https://doi.org/10.1609/aaai.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? Proceedings of the AAAI Conference on Arti- ficial Intelligence40(3), 2029–2037 (Mar 2026).https://doi.org/10.1609/aaai

Reference 23

Resolution: malformed identifier; no resolver link, observed 2026-08-14T15:40:22.320829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4de6f7d6-9041-438e-aa85-4b7b2131ab37 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-14T15:40:22.330193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef2d15aa-22c3-406c-a6a3-99f58c4eed8f · outbound

This paper cites IEEE Transactions on Affective Computing pp.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? IEEE Transactions on Affective Computing pp

Reference 25

Resolution: metadata mismatch; raw_fallback, observed 2026-08-14T15:40:22.837582Z

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 864397c2-61c0-4e69-88c3-bd32fbf521c0 · outbound

This paper cites NIPS ’22, Curran Associates Inc., Red Hook, NY, USA (2022) Reasoning for Social AV-QA: Where Do We Stand? 17.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? NIPS ’22, Curran Associates Inc., Red Hook, NY, USA (2022) Reasoning for Social AV-QA: Where Do We Stand? 17

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:23.245065Z

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 99d44657-f5ad-439d-8113-0272b25107f4 · outbound

This paper cites an unresolved cited work.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-14T15:40:23.224191Z

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 9a5be136-94c5-48f3-9271-805bdd1e91cc · outbound

This paper cites In: The Fourteenth International Conference on Learning Representations (2026),https://openreview.net/forum?id=KttCXdjj4w.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? In: The Fourteenth International Conference on Learning Representations (2026),https://openreview.net/forum?id=KttCXdjj4w

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:23.205764Z

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 9dde63e2-6531-4509-8203-9b8cbd09f804 · outbound

This paper cites Qwen2.5-Omni Technical Report.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? Qwen2.5-Omni Technical Report

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-14T15:40:22.370138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 311bef0b-dcd4-4b30-829b-aeffeb57682e · outbound

This paper cites HumanOmniV2: From Understanding to Omni-Modal Reasoning with Context.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? HumanOmniV2: From Understanding to Omni-Modal Reasoning with Context

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-14T15:40:22.379357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 146a99af-8849-4886-a608-74b881604adc · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:23.185468Z

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 c4488e5e-0328-4d8b-b5fb-e61f1fcafda1 · outbound

This paper cites In: The Fourteenth International Confer- ence on Learning Representations (2026),https://openreview.net/forum?id= xindJJLSr1.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? In: The Fourteenth International Confer- ence on Learning Representations (2026),https://openreview.net/forum?id= xindJJLSr1

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:23.163274Z

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 7595718e-6042-458e-b0b3-44aa283e9948 · outbound

This paper cites In: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: System Demonstrations.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? In: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: System Demonstrations

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T15:40:23.142770Z

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 1351b028-c51b-4d92-a936-9235dfbebfbb · outbound

This paper cites R1-Omni: Explainable Omni-Multimodal Emotion Recognition with Reinforcement Learning.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? R1-Omni: Explainable Omni-Multimodal Emotion Recognition with Reinforcement Learning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-14T15:40:22.407728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3aecfed7-7764-4b78-9b86-e7a58187b973 · outbound

This paper cites arXiv preprint arXiv:2512.09616 (2025).

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? arXiv preprint arXiv:2512.09616 (2025)

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-14T15:40:22.415414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b47a2d16-4a8f-482e-ac4d-67e3d64bc694 · outbound

This paper cites Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-14T15:40:22.421903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9427a58-448b-418a-82a9-a38044e6c743 · outbound

This paper cites arXiv preprint arXiv:2505.17862 (2025) 18 K.

Reasoning for Social Audio-Visual Question Answering: Where Do We Stand? arXiv preprint arXiv:2505.17862 (2025) 18 K

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-14T15:40:22.428261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.