Paper Citation Record · LEDGER

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering

As of 17 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 2 inbound Pith citation observations for arXiv:2506.18071.

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

pith.paper-citation-record.v1
2506.18071 v2

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:00:53.893326Z

measured 68 of 68 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:29:12.184772Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T12:48:11.224098Z

Reference resolution

66 of 66 outbound references displayed

verified exact1
verified fuzzy36
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 942b5cc6-c1e0-4267-903d-465920c8a26b · outbound

This paper cites Revealing Single Frame Bias for Video-and-Language Learning.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Revealing Single Frame Bias for Video-and-Language Learning

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.580027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4371d76a-03a6-4234-86ec-cb89e8140eee · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.586090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49e78f3d-95ca-403d-98ea-5f93fb05274a · outbound

This paper cites Rethinking Multi-Modal Alignment in Video Question Answering from Feature and Sample Perspectives.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Rethinking Multi-Modal Alignment in Video Question Answering from Feature and Sample Perspectives

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:29:32.849926Z

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 bf141f48-2def-40b8-ab0c-419cec439151 · outbound

This paper cites Can I trust your answer? Visually grounded video question answering,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Can I trust your answer? Visually grounded video question answering,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:55.248445Z

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 0fce756f-5b13-4b99-8dab-6464bc2e4262 · outbound

This paper cites TVQA: Localized, Compositional Video Question Answering.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering TVQA: Localized, Compositional Video Question Answering

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.602487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a142e82-9404-4b2c-8701-4934220fbc1e · outbound

This paper cites Zero-shot video question answering via frozen bidirectional language models,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Zero-shot video question answering via frozen bidirectional language models,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:55.233212Z

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 2ad3b221-e083-4d99-8ef1-4e2d65c5a961 · outbound

This paper cites Demonstrating and Reducing Shortcuts in Vision-Language Representation Learning.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Demonstrating and Reducing Shortcuts in Vision-Language Representation Learning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.613167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34393161-975c-44b4-a476-336271239f40 · outbound

This paper cites Question-Answering Dense Video Events.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Question-Answering Dense Video Events

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.618558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 490d0bf9-db27-4924-9463-5b39c8645118 · outbound

This paper cites Grounding action descrip- tions in videos,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Grounding action descrip- tions in videos,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:55.188067Z

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 66f1ab7a-3e27-4924-a21c-034eb1d2399d · outbound

This paper cites QVHighlights: Detecting Moments and Highlights in Videos via Natural Language Queries.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering QVHighlights: Detecting Moments and Highlights in Videos via Natural Language Queries

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.628143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 486cf951-d285-4c6e-b262-02403b9c0613 · outbound

This paper cites Videoagent: Long-form video understanding with large language model as agent,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Videoagent: Long-form video understanding with large language model as agent,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:55.173111Z

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 4275111b-f150-48d2-b68e-a4e5ff29c538 · outbound

This paper cites Morevqa: Exploring modular reason- ing models for video question answering,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Morevqa: Exploring modular reason- ing models for video question answering,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:55.157058Z

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 7ca7c569-43f1-4401-8869-754d63aac396 · outbound

This paper cites Videoagent: A memory-augmented multimodal agent for video understanding,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Videoagent: A memory-augmented multimodal agent for video understanding,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:55.138961Z

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 a42b439b-c627-43ab-9266-5bc606dd7ebe · outbound

This paper cites Retrieval-based video language model for efficient long video question answering,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Retrieval-based video language model for efficient long video question answering,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.648253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b0f2aa3-d150-427e-8eb8-043a64b0eab1 · outbound

This paper cites Hierarchical video-moment retrieval and step-captioning,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Hierarchical video-moment retrieval and step-captioning,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:55.122910Z

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 579fb63d-d934-4edd-baad-39d9d9769205 · outbound

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

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Tgif-qa: Toward spatio-temporal reasoning in visual question answering,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:55.107800Z

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 29a55d55-1b52-47d1-ae58-4fe1058fcea3 · outbound

This paper cites Video Question Answering via Gradually Refined Attention over Appearance and Motion,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Video Question Answering via Gradually Refined Attention over Appearance and Motion,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:55.091516Z

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 a50117b2-d411-4d59-b4b3-0321affd932a · outbound

This paper cites Activitynet-qa: A dataset for understanding complex web videos via question answering,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Activitynet-qa: A dataset for understanding complex web videos via question answering,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:55.074807Z

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 883e909c-3ab7-4b22-835c-c41a0327fb11 · outbound

This paper cites Next-qa: Next phase of question- answering to explaining temporal actions,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Next-qa: Next phase of question- answering to explaining temporal actions,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:55.058415Z

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 a224856a-f3a5-423a-be12-2c0f7b0bb0ff · outbound

This paper cites VideoMind: A Chain-of-LoRA Agent for Long Video Reasoning,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering VideoMind: A Chain-of-LoRA Agent for Long Video Reasoning,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.676692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10c933d8-c36a-440b-af01-670e17a2033b · outbound

This paper cites Videoqa in the era of llms: An empirical study,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Videoqa in the era of llms: An empirical study,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:55.040034Z

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 874431d9-8e44-4c9c-b80f-5fc8a6dcd538 · outbound

This paper cites Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.686027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69c68b6f-8159-423e-891e-37fa0df608fe · outbound

This paper cites CinePile: A Long Video Question Answering Dataset and Benchmark.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering CinePile: A Long Video Question Answering Dataset and Benchmark

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.690487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab1b9624-74c4-4b86-a858-ad85889528ba · outbound

This paper cites The surprising effectiveness of multimodal large language models for video moment retrieval,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering The surprising effectiveness of multimodal large language models for video moment retrieval,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.696992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation befc7197-8c2a-4874-8216-32df8b207f42 · outbound

This paper cites Neptune: The Long Orbit to Benchmarking Long Video Understanding.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Neptune: The Long Orbit to Benchmarking Long Video Understanding

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.701216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6a76298-fcd8-4d55-9888-91c570d78e00 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.705612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c90003f2-4a8c-4125-a83e-90d3dedde6a5 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Chain-of-thought prompting elicits reasoning in large language models,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:55.022186Z

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 0a1ed0f3-7b84-4780-a6fc-9d7abe54ff1e · outbound

This paper cites Tree of thoughts: Deliberate problem solving with large language models,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Tree of thoughts: Deliberate problem solving with large language models,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:55.006531Z

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 73066226-61b1-409f-9adc-a292341aec1c · outbound

This paper cites Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Enhancing LLM Reasoning with Multi-Path Collaborative Reactive and Reflection agents

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.720119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4b2cec0-88c3-43ed-9a78-cbf0295ed019 · outbound

This paper cites React: Synergizing reasoning and acting in language models,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering React: Synergizing reasoning and acting in language models,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:54.991169Z

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 691c59fc-a183-447f-9d1b-227cd61f2eac · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Reflexion: Language agents with verbal reinforcement learning,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:54.975804Z

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 80b74b4e-4832-473f-8d13-9486d172d2ea · outbound

This paper cites Improving Multi-Agent Debate with Sparse Communication Topology.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Improving Multi-Agent Debate with Sparse Communication Topology

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.735081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e36baa93-5abf-457d-94bc-0bb89a440846 · outbound

This paper cites An empirical study of end-to-end video-language transformers with masked visual modeling,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering An empirical study of end-to-end video-language transformers with masked visual modeling,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:54.960413Z

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 0731a994-2002-4fc0-9026-e61e684b35e5 · outbound

This paper cites Language Repository for Long Video Understanding.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Language Repository for Long Video Understanding

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.744283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37c4d89a-2e30-4d24-ac7c-c243654f4fca · outbound

This paper cites Streaming long video understanding with large language models,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Streaming long video understanding with large language models,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:54.945221Z

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 0cd89e7c-11c0-45cd-8bc6-4f53a320ddf1 · outbound

This paper cites A Simple LLM Framework for Long-Range Video Question-Answering.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering A Simple LLM Framework for Long-Range Video Question-Answering

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.754001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b27e939a-30d3-47d2-b4aa-8417e26ffd4b · outbound

This paper cites HawkEye: Training Video-Text LLMs for Grounding Text in Videos.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering HawkEye: Training Video-Text LLMs for Grounding Text in Videos

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.758638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14bcbbf9-5db4-4c97-b06d-1947d947e93e · outbound

This paper cites Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.763494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fe0df4f-7736-4f3a-8c85-8fe84cf4168c · outbound

This paper cites TVR: A large-scale dataset for video-subtitle moment retrieval,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering TVR: A large-scale dataset for video-subtitle moment retrieval,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:54.929247Z

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 910ce7cb-ed85-437d-8b31-3a40b512272f · outbound

This paper cites UMT: Unified multi-modal transformers for joint video moment retrieval and highlight detection,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering UMT: Unified multi-modal transformers for joint video moment retrieval and highlight detection,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:54.914079Z

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 2374e396-d699-4e0f-af41-dd23b32cb7b4 · outbound

This paper cites MomentDiff: Generative video moment retrieval from random to real,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering MomentDiff: Generative video moment retrieval from random to real,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:54.896056Z

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 ded4ff59-0737-408c-bec3-9f2ffcb38396 · outbound

This paper cites Query-dependent video representation for moment retrieval and highlight detection,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Query-dependent video representation for moment retrieval and highlight detection,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:54.876372Z

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 98945433-9869-4053-b1fd-5ad38e202e5f · outbound

This paper cites UnivTG: Towards unified video- language temporal grounding,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering UnivTG: Towards unified video- language temporal grounding,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:54.860298Z

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 7d622ec3-cbfb-4999-8861-bdd96a132ab1 · outbound

This paper cites R2-Tuning: Efficient Image-to-Video Transfer Learning for Video Temporal Grounding,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering R2-Tuning: Efficient Image-to-Video Transfer Learning for Video Temporal Grounding,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:54.845143Z

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 a3b1b74d-b7c2-4d27-8c98-d3915b8a67fa · outbound

This paper cites Learning 2D temporal adjacent networks for moment localization with natural language,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Learning 2D temporal adjacent networks for moment localization with natural language,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:54.827568Z

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 8fa31332-25ce-4b36-930f-88143aa3d190 · outbound

This paper cites Span-based Localizing Network for Natural Language Video Localization.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Span-based Localizing Network for Natural Language Video Localization

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.801367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9753c3ad-6f30-43bc-91bc-1c2a6873d5ff · outbound

This paper cites Dense- captioning events in videos,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Dense- captioning events in videos,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:54.810505Z

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 f972f6ef-90ea-4ee1-aaea-583067b4cf6f · outbound

This paper cites Negative sample matters: A renaissance of metric learning for temporal grounding,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Negative sample matters: A renaissance of metric learning for temporal grounding,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:54.793195Z

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 6bc3d9d4-aae2-4a43-94a2-edeae21d62ae · outbound

This paper cites Towards generalisable video moment retrieval: Visual-dynamic injection to image-text pre-training,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Towards generalisable video moment retrieval: Visual-dynamic injection to image-text pre-training,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:54.776043Z

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 cc5d28cb-ac01-4903-b3b0-4cb656dca795 · outbound

This paper cites VideoChat: Chat-Centric Video Understanding.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering VideoChat: Chat-Centric Video Understanding

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.820562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d4d5ceb-99c8-4215-9611-00b53748ee86 · outbound

This paper cites Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.825598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaa9ef30-e5fc-4914-88d2-77452ecc3a11 · outbound

This paper cites Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.830018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf23a219-89bd-4daf-9ae1-0fcb6e0aa809 · outbound

This paper cites Valley: Video Assistant with Large Language model Enhanced abilitY.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Valley: Video Assistant with Large Language model Enhanced abilitY

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.834507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cf37d3a-1bec-4b1b-b90a-134b86d2267c · outbound

This paper cites ChatVTG: Video temporal grounding via chat with video dialogue large language models,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering ChatVTG: Video temporal grounding via chat with video dialogue large language models,

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:54.756324Z

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 8be569d4-d419-4088-9988-07dad5799294 · outbound

This paper cites Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.843205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 279424c7-390e-4244-a812-fa0606c0b5b0 · outbound

This paper cites ET Bench: Towards open-ended event-level video-language understanding,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering ET Bench: Towards open-ended event-level video-language understanding,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:54.738634Z

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 6032c6eb-f3bc-41de-8e72-97f1af116b77 · outbound

This paper cites LITA: Language instructed temporal-localization assistant,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering LITA: Language instructed temporal-localization assistant,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:54.721063Z

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 6fa56daa-10e0-4b4e-b521-292f6c61a455 · outbound

This paper cites RexTime: A benchmark suite for reasoning- across-time in videos,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering RexTime: A benchmark suite for reasoning- across-time in videos,

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:54.702056Z

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 a62dc9f2-9263-44d4-a011-a31ae332ecd6 · outbound

This paper cites VTimeLLM: Empower LLM to grasp video moments,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering VTimeLLM: Empower LLM to grasp video moments,

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T19:00:54.685218Z

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 cdb0f847-a985-4c2b-9961-23bfd09a57a2 · outbound

This paper cites TimeChat: A time-sensitive mul- timodal large language model for long video understanding,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering TimeChat: A time-sensitive mul- timodal large language model for long video understanding,

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:29:33.770677Z

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 3d1c0ed6-f37d-4e71-a1b4-b9afbcb2cd9d · outbound

This paper cites LoRA: Low-rank adaptation of large language models,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering LoRA: Low-rank adaptation of large language models,

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:29:33.429952Z

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 cc93a4c8-9b42-4e89-abc0-2e71454545d3 · outbound

This paper cites Self-chained image-language model for video localization and question answering,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Self-chained image-language model for video localization and question answering,

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:29:33.179156Z

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 478cef9a-fc6c-433b-b6e2-ab7fe14ac6f3 · outbound

This paper cites GPT-4o System Card.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering GPT-4o System Card

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.879350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0116188-38b5-4aea-b3ea-07233c71b8ed · outbound

This paper cites COSMO: COntrastive Streamlined MultimOdal Model with Interleaved Pre-Training.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering COSMO: COntrastive Streamlined MultimOdal Model with Interleaved Pre-Training

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.883615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5846c80-5fad-47c0-a4f5-ee604d4987cf · outbound

This paper cites Reinforcing Video Reasoning with Focused Thinking.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering Reinforcing Video Reasoning with Focused Thinking

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.888143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d294098-dead-4bd6-b080-4485f8f9914d · outbound

This paper cites SynPO: Synergizing descriptiveness and preference optimization for video detailed captioning,.

MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering SynPO: Synergizing descriptiveness and preference optimization for video detailed captioning,

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-15T19:00:53.893326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation d43ad810-ce2b-4674-9050-c89d21b9c3d3 · inbound

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey cites this paper.

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering

Reference 299

Resolution: unresolved; no resolver link, observed 2026-08-05T20:29:12.184772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f805b6e5-edd3-4b9e-bb4f-aad1b3ec0003 · inbound

AgenticVAU: Multi-Agent Explore-Verify Reasoning for Video Anomaly Understanding cites this paper.

AgenticVAU: Multi-Agent Explore-Verify Reasoning for Video Anomaly Understanding MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering

Reference 27

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T12:48:11.229386Z

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.