Paper Citation Record · LEDGER

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search

As of 7 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2506.11155.

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

pith.paper-citation-record.v1
2506.11155 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:45:51.654456Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

47 of 47 outbound references displayed

verified exact0
verified fuzzy24
unresolved22
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1c60edfc-0cbb-4f35-89df-1696c8185719 · outbound

This paper cites The Verifier we used is Qwen2-VL-72B.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search The Verifier we used is Qwen2-VL-72B

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:45:52.549246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d0cb6278-ba63-4b33-bad5-f1403c087f6a · outbound

This paper cites video caption.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search video caption

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:45:52.536479Z

Source-reported events for the cited work

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Observation 08bb520d-f4a2-4e37-8030-ace8a2b4984e · outbound

This paper cites The defination and examples of each category is described in Figure 10.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search The defination and examples of each category is described in Figure 10

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:45:52.494812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 43c230d3-60b0-4dda-8539-13f547e19a14 · outbound

This paper cites As shown in Figure 6, the Nature and Wildlife category has the highest number of videos, reaching 382, while the Arts and Creativity category has the fewest, with 57 videos.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search As shown in Figure 6, the Nature and Wildlife category has the highest number of videos, reaching 382, while the Arts and Creativity category has the fewest, with 57 videos

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:45:52.523671Z

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Observation 0edb9973-083d-4661-9ce8-bb956e41b22e · outbound

This paper cites For clarity, consider these examples: ## Example 1 ### Key Points {1.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search For clarity, consider these examples: ## Example 1 ### Key Points {1

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:45:52.128104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation aca6c052-7370-41b5-9be1-b61b192335c7 · outbound

This paper cites Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B

Reference 6

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Source-reported events for the cited work

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Observation e43c75bc-cef8-466e-b1e4-d6c27ddc085b · outbound

This paper cites an unresolved cited work.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Unresolved cited work

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9128212f-1432-4a17-a791-81d3712fea5c · outbound

This paper cites Elaborate on the visual and narrative elements of the video in detail.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Elaborate on the visual and narrative elements of the video in detail

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:45:52.482137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 09dc07ac-d317-4bee-b07f-d469fb158832 · outbound

This paper cites Reply to me with a precise yet detailed re- sponse.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Reply to me with a precise yet detailed re- sponse

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:45:52.468746Z

Source-reported events for the cited work

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Observation aa5f7445-cd02-4a89-ade0-b30c3b04a451 · outbound

This paper cites an unresolved cited work.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:45:52.455747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 12594294-b8ea-45a0-8d77-a4ea5371fbf2 · outbound

This paper cites If you are not sure about something, do not include it in you response.\n # Task\n Describe the background, characters and the actions in the provided video.\n”.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search If you are not sure about something, do not include it in you response.\n # Task\n Describe the background, characters and the actions in the provided video.\n”

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:45:52.442836Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 09a987e6-3a93-4b05-93d3-bd4e4708cb89 · outbound

This paper cites Please describe the video in detail.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Please describe the video in detail

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:45:52.429147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 612c6a12-7820-4ec1-8ee6-5fb423a35600 · outbound

This paper cites an unresolved cited work.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:45:52.416554Z

Source-reported events for the cited work

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Observation 8ff35304-bb11-4a01-a8a6-9a32d9b4da57 · outbound

This paper cites Action Description Action description focuses on the specific behavior or activity that takes place in the video.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Action Description Action description focuses on the specific behavior or activity that takes place in the video

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:45:52.404105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5e35b046-e14c-4907-a93c-8cf020039730 · outbound

This paper cites an unresolved cited work.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Unresolved cited work

Reference 20

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Source-reported events for the cited work

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Observation f6407169-11de-4a84-b3c8-456171823de0 · outbound

This paper cites Environment DescriptionEnvironment description covers the background and environmental features of the scene in the video.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Environment DescriptionEnvironment description covers the background and environmental features of the scene in the video

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:45:52.380039Z

Source-reported events for the cited work

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Observation 0a7688bf-5e33-47dc-8ebd-8049fa3c40e8 · outbound

This paper cites an unresolved cited work.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Unresolved cited work

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1c4f6e0d-c3a7-4497-a5f7-082058f8b5ac · outbound

This paper cites Object Description Describes the features, characteristics, or details of inanimate objects or items present in the scene.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Object Description Describes the features, characteristics, or details of inanimate objects or items present in the scene

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:45:52.353915Z

Source-reported events for the cited work

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Observation 36aad59d-79c6-4bef-9b3c-afc83c6f062f · outbound

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Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Unresolved cited work

Reference 24

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Observation e9a41f06-b236-4622-b32f-2204c25f501c · outbound

This paper cites Camera Movement Describes the camera angles, movements, framing, or other cinematographic techniques used in the scene.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Camera Movement Describes the camera angles, movements, framing, or other cinematographic techniques used in the scene

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:45:52.327006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6d106cb3-23e4-4936-81ab-e38ff7579a41 · outbound

This paper cites Overall Description.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Overall Description

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:45:52.312951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e2c286b5-8623-4035-8ed6-1564be95773f · outbound

This paper cites an unresolved cited work.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Unresolved cited work

Reference 27

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Source-reported events for the cited work

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Observation 44daad0e-240f-45f7-a52a-fefdb635de9b · outbound

This paper cites an unresolved cited work.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Unresolved cited work

Reference 28

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Source-reported events for the cited work

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Observation 207efaf8-4853-479b-b148-e0c90cf7d968 · outbound

This paper cites an unresolved cited work.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:45:52.273193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5a01bb6c-ea31-42a4-b312-5f45cfd4fdf3 · outbound

This paper cites Judgment: [yes/no] Reason: [Brief explanation].

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Judgment: [yes/no] Reason: [Brief explanation]

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:45:52.259294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e7a52ff5-1705-41f0-bb08-4f714e14fd67 · outbound

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Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:45:52.246129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 73134215-1d39-4897-8815-04b2c4f43b6b · outbound

This paper cites For clarity, consider these examples: ## Example 1 ### Video Description: The video showcases.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search For clarity, consider these examples: ## Example 1 ### Video Description: The video showcases

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:45:52.233155Z

Source-reported events for the cited work

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Observation 44eec224-6230-442b-a74a-18647b9d08b2 · outbound

This paper cites entailment.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search entailment

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:45:52.219323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e3a218d6-bbb0-476d-936c-c61e9096d38d · outbound

This paper cites contradiction.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search contradiction

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:45:52.204952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation deaf138a-b65f-4a5b-bfd3-379f268f0095 · outbound

This paper cites neutral.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search neutral

Reference 35

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Observation f04dc7e4-f631-4893-888d-c690782b4841 · outbound

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Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Unresolved cited work

Reference 36

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Source-reported events for the cited work

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Observation 2dead321-8060-4d48-b8fe-099d903d3c0e · outbound

This paper cites an unresolved cited work.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:45:52.166708Z

Source-reported events for the cited work

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Observation bc4c0a8c-5d0a-4cda-b690-413ff0c6f458 · outbound

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Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:45:52.153967Z

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Observation 6f322406-4ade-4809-85c7-01a3c1c5245d · outbound

This paper cites an unresolved cited work.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:45:52.141384Z

Source-reported events for the cited work

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Observation 209f6f20-0529-436b-bd45-60bbf283b7a3 · outbound

This paper cites [No] Speculative.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search [No] Speculative

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:45:52.114620Z

Source-reported events for the cited work

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Observation 4e58d046-f8ca-40fd-94a3-9631b7ad3b35 · outbound

This paper cites </thought> tags.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search </thought> tags

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:45:52.101011Z

Source-reported events for the cited work

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Observation 440f3780-deb9-417e-923a-65bd5d676425 · outbound

This paper cites Overall Description.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Overall Description

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:45:52.086183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ae45ca9a-7395-467c-9248-59acb4d784ae · outbound

This paper cites ## Example Input and Output: ### Input: Overall Description: {overall_description} Observation: Vehicles Key Point: There is no existence of any vehicles in the video.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search ## Example Input and Output: ### Input: Overall Description: {overall_description} Observation: Vehicles Key Point: There is no existence of any vehicles in the video

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:45:52.072730Z

Source-reported events for the cited work

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Observation ba2e7ca2-4f59-4f63-a9b4-b4249dfbf04d · outbound

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Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:45:52.059285Z

Source-reported events for the cited work

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Observation 943bbb7a-b0a6-4ed1-97dc-7efff2e687fe · outbound

This paper cites an unresolved cited work.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:45:52.045858Z

Source-reported events for the cited work

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Observation 5cd90b8e-b737-4cb4-9a01-69db871d2438 · outbound

This paper cites Precision / Recall / F1 Score.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Precision / Recall / F1 Score

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:45:51.968280Z

Source-reported events for the cited work

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Observation 91c77bd8-51be-499e-a1b7-18721181226a · outbound

This paper cites CRiskEval: A Chinese Multi-Level Risk Evaluation Benchmark Dataset for Large Language Models.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search CRiskEval: A Chinese Multi-Level Risk Evaluation Benchmark Dataset for Large Language Models

Reference 2013

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T04:45:51.840389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8cc72c16-a1b7-44d9-ba64-53bcd81e4d9c · outbound

This paper cites Reasoning with Language Model is Planning with World Model.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Reasoning with Language Model is Planning with World Model

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-07T04:45:49.431685Z

Source-reported events for the cited work

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Observation 8b0c2260-b588-4876-b0f3-809ab39e684f · outbound

This paper cites A Survey on Data Augmentation in Large Model Era.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search A Survey on Data Augmentation in Large Model Era

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-07T04:45:49.695413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d31a7ef3-db04-4ac8-b77b-04a581e6beb3 · outbound

This paper cites AugGPT: Leveraging ChatGPT for Text Data Augmentation.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search AugGPT: Leveraging ChatGPT for Text Data Augmentation

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T04:45:49.338985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad3cbeba-4fda-4f83-bb7d-6c5ec7d0dd94 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T04:45:49.619619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b957b4d-0f0a-4132-b5a7-232ce234c2fb · outbound

This paper cites ChatSOP: An SOP-Guided MCTS Planning Framework for Controllable LLM Dialogue Agents.

Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search ChatSOP: An SOP-Guided MCTS Planning Framework for Controllable LLM Dialogue Agents

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T04:45:49.470142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.