Paper Citation Record · LEDGER

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams

As of 20 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2608.09200.

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

pith.paper-citation-record.v1
2608.09200 v2

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:19:32.440895Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

42 of 42 outbound references displayed

verified exact0
verified fuzzy2
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 30004ee7-cc13-417a-b7a2-73b313319e62 · outbound

This paper cites Vid2seq: Large-scale pretraining of a visual language model for dense video captioning,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Vid2seq: Large-scale pretraining of a visual language model for dense video captioning,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.001768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dab3daa-3af7-431c-923f-ebf61836068a · outbound

This paper cites Video recap: Recursive captioning of hour-long videos,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Video recap: Recursive captioning of hour-long videos,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.015077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64ae8535-c4fd-44e4-ac8d-f0275ef8a9f4 · outbound

This paper cites Show, think, and tell: Thought-augmented fine-tuning of large language models for video captioning,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Show, think, and tell: Thought-augmented fine-tuning of large language models for video captioning,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.020712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b37791a-fd72-41b8-9f4f-5bba86191ee5 · outbound

This paper cites Event- equalized dense video captioning,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Event- equalized dense video captioning,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:19:33.329444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3cbc3c0e-3864-42ec-a189-3bc140975646 · outbound

This paper cites Fine- grained video captioning for sports narrative,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Fine- grained video captioning for sports narrative,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.034099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e707ecf-b12e-48e4-bcc0-bdf9d581cbc4 · outbound

This paper cites Soccernet-caption: Dense video captioning for soccer broad- casts commentaries,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Soccernet-caption: Dense video captioning for soccer broad- casts commentaries,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.039275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15193c2a-1a90-4cf7-ab0d-1d588988f01e · outbound

This paper cites Goal: A challenging knowledge-grounded video captioning benchmark for real-time soccer commentary generation,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Goal: A challenging knowledge-grounded video captioning benchmark for real-time soccer commentary generation,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:19:33.178139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ec972e3c-5a0c-4bf7-8060-b292dd7abccf · outbound

This paper cites Matchtime: Towards automatic soccer game commentary generation,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Matchtime: Towards automatic soccer game commentary generation,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.050497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6afec3d1-79de-49b5-a1ec-dbf999bcf094 · outbound

This paper cites Player-centric multimodal prompt generation for large language model based identity-aware basketball video captioning,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Player-centric multimodal prompt generation for large language model based identity-aware basketball video captioning,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.057146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f528eb87-509b-438b-abe8-325a232b7765 · outbound

This paper cites Knowledge Guided Entity-aware Video Captioning and A Basketball Benchmark.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Knowledge Guided Entity-aware Video Captioning and A Basketball Benchmark

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.063290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e98ad49-8abc-48c8-9ad7-5d6176564f03 · outbound

This paper cites Msr-vtt: A large video description dataset for bridging video and language,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Msr-vtt: A large video description dataset for bridging video and language,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.079679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87f80e24-cca2-4da9-b4eb-fbfc6859986c · outbound

This paper cites A descriptive basketball highlight dataset for automatic commentary generation,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams A descriptive basketball highlight dataset for automatic commentary generation,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.095098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f63314b-dfea-4bfe-97ce-b758dcf08351 · outbound

This paper cites Sports video analysis on large-scale data,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Sports video analysis on large-scale data,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.134750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6eb82565-fad5-41cf-9974-7260cc58391e · outbound

This paper cites A simple yet effective knowledge guided method for entity-aware video captioning on a basketball benchmark,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams A simple yet effective knowledge guided method for entity-aware video captioning on a basketball benchmark,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.140889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73f7952e-35a9-47d9-883b-9a6d9a35b2e4 · outbound

This paper cites Hierarchical representation network with auxiliary tasks for video captioning and video question answering,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Hierarchical representation network with auxiliary tasks for video captioning and video question answering,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.152347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 739b7038-f17e-4090-8546-9af7399a0756 · outbound

This paper cites Concept-aware video captioning: Describing videos with effective prior information,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Concept-aware video captioning: Describing videos with effective prior information,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.160042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df884527-a478-4a54-a688-07df98fdafba · outbound

This paper cites Long-term action dependence-based hierarchical deep association for multi-athlete tracking in sports videos,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Long-term action dependence-based hierarchical deep association for multi-athlete tracking in sports videos,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.177190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 016363dd-967f-49a8-9a92-079f32746af9 · outbound

This paper cites A novel identity-aware video captioning method with multi-perspective visual information for basketball,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams A novel identity-aware video captioning method with multi-perspective visual information for basketball,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.185942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4e5ac24-97e7-4a12-93bd-ca8c0af4a671 · outbound

This paper cites Egocentric online action segmentation via parametric context memory learning,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Egocentric online action segmentation via parametric context memory learning,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.196123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 358c77eb-fbd4-4718-bc96-0d909a330d22 · outbound

This paper cites Fineaction: A fine- grained video dataset for temporal action localization,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Fineaction: A fine- grained video dataset for temporal action localization,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.220523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71e2d7ac-3288-4faf-b7e1-a26765eef8e7 · outbound

This paper cites Online temporal action local- ization with memory-augmented transformer,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Online temporal action local- ization with memory-augmented transformer,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.225217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e09574d-7175-4cbf-ab2d-f8091ab1a775 · outbound

This paper cites Hat: History- augmented anchor transformer for online temporal action localization,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Hat: History- augmented anchor transformer for online temporal action localization,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.244703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d4862c8-1d22-4b17-9e5a-524a13dc032c · outbound

This paper cites OnPoint: Offline-to-Online Multi-Level Distillation for Point-Supervised Online Temporal Action Localization.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams OnPoint: Offline-to-Online Multi-Level Distillation for Point-Supervised Online Temporal Action Localization

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.264748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e440a98-16af-4d7e-8eff-63c59edc28a4 · outbound

This paper cites Live video captioning,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Live video captioning,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.271289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05b106d4-2c06-4a52-bba8-78678dce8240 · outbound

This paper cites Streaming dense video captioning,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Streaming dense video captioning,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.289900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9d954e0-7f36-408d-add1-b172a49df4e3 · outbound

This paper cites Livecc: Learning video llm with streaming speech transcription at scale,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Livecc: Learning video llm with streaming speech transcription at scale,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.301065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b38fb5c-426a-4dd7-ab31-54fe7e605f5b · outbound

This paper cites Online video understanding: Ovbench and videochat-online,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Online video understanding: Ovbench and videochat-online,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.307546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ded241f3-8831-444a-b40c-ee8a59275102 · outbound

This paper cites Videollm-online: Online video large language model for streaming video,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Videollm-online: Online video large language model for streaming video,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.313382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae48ccaf-136c-4622-827f-a25bfe4648d9 · outbound

This paper cites Streaming videollms for real-time procedural video understanding,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Streaming videollms for real-time procedural video understanding,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.322106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1baf0dcc-42e1-4bf2-b9d9-d5e086a7a682 · outbound

This paper cites Flash-vstream: Efficient real-time understanding for long video streams,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Flash-vstream: Efficient real-time understanding for long video streams,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.327473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c4feabd-1782-416c-993e-7f02413c782b · outbound

This paper cites Streammind: Unlocking full frame rate streaming video dia- logue through event-gated cognition,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Streammind: Unlocking full frame rate streaming video dia- logue through event-gated cognition,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.333187Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16dcd929-3a48-4cac-9fc0-9ba890177161 · outbound

This paper cites The Llama 3 Herd of Models.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams The Llama 3 Herd of Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.338464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32fc70e5-9c41-4585-81cb-7a1f78b6a094 · outbound

This paper cites Widely Applicable Strong Baseline for Sports Ball Detection and Tracking.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Widely Applicable Strong Baseline for Sports Ball Detection and Tracking

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.343548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e2dfeac-6eb0-4e91-8029-bd59815a5ee3 · outbound

This paper cites Focal loss for dense object detection,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Focal loss for dense object detection,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.384752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cd8b7db-9ea8-42e2-a85c-f467277048b5 · outbound

This paper cites Supervised contrastive learn- ing,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Supervised contrastive learn- ing,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.390697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4805fc34-c32f-426d-aef0-c4a79947f2f3 · outbound

This paper cites Class-balanced loss based on effective number of samples,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Class-balanced loss based on effective number of samples,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.408347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 798c86d2-3db3-41f2-8aab-5253d6a09c22 · outbound

This paper cites Qwen3-VL Technical Report.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Qwen3-VL Technical Report

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.414406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eb99eec-a3d8-42dd-b35e-5cde329d21fe · outbound

This paper cites Learning transferable visual models from natural language supervision,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Learning transferable visual models from natural language supervision,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.420588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a84a3d0a-02ba-4cbb-b5b7-722c68c66d43 · outbound

This paper cites Decoupled Weight Decay Regularization.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Decoupled Weight Decay Regularization

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.425463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1bbec0e-16de-4dab-9bcf-51edfccec9c0 · outbound

This paper cites A systematic analysis of performance measures for classification tasks,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams A systematic analysis of performance measures for classification tasks,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.430797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec0700b0-21f3-44a3-a831-21b6f5e16c5a · outbound

This paper cites Cider: Consensus- based image description evaluation,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Cider: Consensus- based image description evaluation,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.435529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ae8f358-38ac-4e89-b936-8aa5b0f0c627 · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation,.

NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams Bleu: a method for automatic evaluation of machine translation,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-14T04:19:32.440895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.