Paper Citation Record · LEDGER

Fostering Video Reasoning via Next-Event Prediction

As of 8 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 5 inbound Pith citation observations for arXiv:2505.22457.

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

pith.paper-citation-record.v1
2505.22457 v1

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:10:50.329904Z

measured 70 of 70 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 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T09:30:02.227226Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T19:30:08.052620Z

Reference resolution

65 of 65 outbound references displayed

verified exact0
verified fuzzy21
unresolved43
parse uncertain0
malformed identifier1
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a8b243e2-10bb-45c5-9874-d119d25b607b · outbound

This paper cites GPT-4 Technical Report.

Fostering Video Reasoning via Next-Event Prediction GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:39.795809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1344f05-fac6-4083-b108-4d82a83f50ae · outbound

This paper cites Qwen Technical Report.

Fostering Video Reasoning via Next-Event Prediction Qwen Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:39.920205Z

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Observation f7b28bc2-524b-4bd9-828b-d89f18750afa · outbound

This paper cites Qwen2.5-VL Technical Report.

Fostering Video Reasoning via Next-Event Prediction Qwen2.5-VL Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:40.123547Z

Source-reported events for the cited work

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Observation b97c9119-9168-41fa-acfe-81ee98f6fb38 · outbound

This paper cites Perspective—discovery within validation logic: Deliberately surfacing, complementing, and substituting abductive reasoning in hypothetico- deductive inquiry.

Fostering Video Reasoning via Next-Event Prediction Perspective—discovery within validation logic: Deliberately surfacing, complementing, and substituting abductive reasoning in hypothetico- deductive inquiry

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:10:58.806676Z

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 8c97c53f-09c4-49cc-a2be-eebe6f273efc · outbound

This paper cites TemporalBench: Benchmarking Fine-grained Temporal Understanding for Multimodal Video Models.

Fostering Video Reasoning via Next-Event Prediction TemporalBench: Benchmarking Fine-grained Temporal Understanding for Multimodal Video Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:40.431117Z

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Observation 1ef549fe-3383-4fb6-8f03-86eaa348bf98 · outbound

This paper cites Exploring the Effect of Reinforcement Learning on Video Understanding: Insights from SEED-Bench-R1.

Fostering Video Reasoning via Next-Event Prediction Exploring the Effect of Reinforcement Learning on Video Understanding: Insights from SEED-Bench-R1

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:40.647005Z

Source-reported events for the cited work

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Observation 0791a0bd-f9d3-47f2-86ad-e93cedb888e3 · outbound

This paper cites Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs.

Fostering Video Reasoning via Next-Event Prediction Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:40.763426Z

Source-reported events for the cited work

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Observation ec8e0ee3-de3c-4682-8d6c-becc925384ba · outbound

This paper cites Lost in Time: A New Temporal Benchmark for VideoLLMs.

Fostering Video Reasoning via Next-Event Prediction Lost in Time: A New Temporal Benchmark for VideoLLMs

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:40.921513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbbad63a-714e-4059-9099-f57c7e3879de · outbound

This paper cites Abduction.

Fostering Video Reasoning via Next-Event Prediction Abduction

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:10:58.638631Z

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 1b26eba1-f86e-44d0-a8c9-12b66e821277 · outbound

This paper cites Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis.

Fostering Video Reasoning via Next-Event Prediction Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:41.225273Z

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Observation 2e760cb1-9cb8-4792-91bb-0b81ab3a281b · outbound

This paper cites Predicting the future: A jointly learnt model for action anticipation.

Fostering Video Reasoning via Next-Event Prediction Predicting the future: A jointly learnt model for action anticipation

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:10:58.366839Z

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 9b41be81-a1e1-4170-869d-90f1cb2964ec · outbound

This paper cites Inductive and deductive reasoning.

Fostering Video Reasoning via Next-Event Prediction Inductive and deductive reasoning

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:10:58.139151Z

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 da3b778a-9a18-401d-8f84-3217ffe933f1 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Fostering Video Reasoning via Next-Event Prediction DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:41.740834Z

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Observation 96b992c6-8922-45e8-99df-b3e8f37d511e · outbound

This paper cites Large Language Models Are Reasoning Teachers.

Fostering Video Reasoning via Next-Event Prediction Large Language Models Are Reasoning Teachers

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:41.915486Z

Source-reported events for the cited work

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Observation 3b1b8a55-698f-4d8f-be06-2c98a3185948 · outbound

This paper cites GPT-4o System Card.

Fostering Video Reasoning via Next-Event Prediction GPT-4o System Card

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:42.048397Z

Source-reported events for the cited work

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Observation 14476e3b-fe1c-4b0a-b790-b5bb495e1be7 · outbound

This paper cites A hierarchical representation for future action prediction.

Fostering Video Reasoning via Next-Event Prediction A hierarchical representation for future action prediction

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:10:57.895421Z

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 59de5145-1f66-4698-94f4-6ffbe66328ce · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

Fostering Video Reasoning via Next-Event Prediction LLaVA-OneVision: Easy Visual Task Transfer

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:42.300383Z

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Observation 481d3352-d8e1-4c05-97e5-2b773533b625 · outbound

This paper cites LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models.

Fostering Video Reasoning via Next-Event Prediction LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:42.429393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a60049e2-c685-48d0-a8f6-1cad7c51724f · outbound

This paper cites Mvbench: A comprehensive multi-modal video understanding benchmark.

Fostering Video Reasoning via Next-Event Prediction Mvbench: A comprehensive multi-modal video understanding benchmark

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:42.566011Z

Source-reported events for the cited work

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Observation 450bb94b-80e9-4bc3-ae25-9225c7105aa6 · outbound

This paper cites A survey of multimodel large language models.

Fostering Video Reasoning via Next-Event Prediction A survey of multimodel large language models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:42.721721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84733f08-cbc8-4014-8a9b-a32583d0674b · outbound

This paper cites Video-LLaVA: Learning United Visual Representation by Alignment Before Projection.

Fostering Video Reasoning via Next-Event Prediction Video-LLaVA: Learning United Visual Representation by Alignment Before Projection

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:42.860422Z

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Unavailable: canonical work link unavailable.

Observation 0160fd17-3872-42e9-8f2a-753a0538dea6 · outbound

This paper cites Visual instruction tuning.Advances in neural information processing systems, 36:34892–34916, 2023.

Fostering Video Reasoning via Next-Event Prediction Visual instruction tuning.Advances in neural information processing systems, 36:34892–34916, 2023

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:42.994162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc1f4c3c-6c0f-41b0-a710-4a3506c49205 · outbound

This paper cites TempCompass: Do Video LLMs Really Understand Videos?.

Fostering Video Reasoning via Next-Event Prediction TempCompass: Do Video LLMs Really Understand Videos?

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:43.177211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afe341c0-7073-4c1d-882c-34ab70420a31 · outbound

This paper cites Training language models to follow instructions with human feedback.

Fostering Video Reasoning via Next-Event Prediction Training language models to follow instructions with human feedback

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:43.311301Z

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Observation a9610f74-06b6-42ca-8980-6a344a6c5767 · outbound

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

Fostering Video Reasoning via Next-Event Prediction Learning transferable visual models from natural language supervision

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:43.456195Z

Source-reported events for the cited work

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Observation 454627e6-d7b8-46a8-8f4f-5d3637e20f86 · outbound

This paper cites Video (language) modeling: a baseline for generative models of natural videos.

Fostering Video Reasoning via Next-Event Prediction Video (language) modeling: a baseline for generative models of natural videos

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:43.584292Z

Source-reported events for the cited work

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Observation 633a548a-9fec-4e11-aa6c-8bd1ebd3fa99 · outbound

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

Fostering Video Reasoning via Next-Event Prediction DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:43.689968Z

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Observation 9bf018a1-6fb0-448d-b95e-efa4b250609d · outbound

This paper cites HybridFlow: A Flexible and Efficient RLHF Framework.

Fostering Video Reasoning via Next-Event Prediction HybridFlow: A Flexible and Efficient RLHF Framework

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:43.851289Z

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Observation f42e9495-07d5-43ff-a659-14d3113954da · outbound

This paper cites To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning.

Fostering Video Reasoning via Next-Event Prediction To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:43.988173Z

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Observation e931fd75-e0b7-4087-af4f-9c8819e9dbff · outbound

This paper cites The wisdom of crowds: Temporal progressive attention for early action prediction.

Fostering Video Reasoning via Next-Event Prediction The wisdom of crowds: Temporal progressive attention for early action prediction

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:10:57.587779Z

Source-reported events for the cited work

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Observation f8ba82e5-fe4e-461e-8d5e-52c2b8254de2 · outbound

This paper cites Video understanding with large language models: A survey.

Fostering Video Reasoning via Next-Event Prediction Video understanding with large language models: A survey

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:44.360273Z

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Observation 5465fe51-8e45-4d3b-86f2-106cb8700161 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Fostering Video Reasoning via Next-Event Prediction Gemini: A Family of Highly Capable Multimodal Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:44.672213Z

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Observation 02023953-c1a5-41ac-8ba0-e57c4663e488 · outbound

This paper cites Generating videos with scene dynamics.

Fostering Video Reasoning via Next-Event Prediction Generating videos with scene dynamics

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:44.830136Z

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Observation 761182a1-f92a-4d9d-b1f1-15faf9eef1d0 · outbound

This paper cites Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate.

Fostering Video Reasoning via Next-Event Prediction Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:44.921265Z

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Observation 2aa31ecd-1b36-4c79-a23a-2fd80ed5d43f · outbound

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

Fostering Video Reasoning via Next-Event Prediction Chain-of-thought prompting elicits reasoning in large language models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:45.073595Z

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Observation d84633e9-bfe1-4859-8de3-ad1ba266b0c6 · outbound

This paper cites Longvideobench: A benchmark for long- context interleaved video-language understanding.

Fostering Video Reasoning via Next-Event Prediction Longvideobench: A benchmark for long- context interleaved video-language understanding

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:10:57.285209Z

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Observation 7786aaa2-42f6-4983-8025-236172866b37 · outbound

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

Fostering Video Reasoning via Next-Event Prediction Next-qa: Next phase of question- answering to explaining temporal actions

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:45.325130Z

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Observation c4bdd91e-916d-48b7-8ae6-ba21a585a8d9 · outbound

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

Fostering Video Reasoning via Next-Event Prediction Tree of thoughts: Deliberate problem solving with large language models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:45.470309Z

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Observation 8f62cfd8-7bdb-4bc1-b40d-e42e352344dc · outbound

This paper cites ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search.

Fostering Video Reasoning via Next-Event Prediction ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:45.635718Z

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Observation 554e8628-ed79-4325-8914-01eb210ef96d · outbound

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

Fostering Video Reasoning via Next-Event Prediction Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:45.780544Z

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Observation 154b2e67-dfd9-49d3-8247-306637013fb2 · outbound

This paper cites LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models.

Fostering Video Reasoning via Next-Event Prediction LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:45.965589Z

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Observation 5065b583-6453-4089-8ddf-b0e1f36b6f9d · outbound

This paper cites LLaVA-Video: Video Instruction Tuning With Synthetic Data.

Fostering Video Reasoning via Next-Event Prediction LLaVA-Video: Video Instruction Tuning With Synthetic Data

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T13:10:46.144299Z

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Observation 3f835619-fbea-477d-a8f5-aa583d881a46 · outbound

This paper cites LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models.

Fostering Video Reasoning via Next-Event Prediction LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models

Reference 45

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Observation b9a95e2c-c00f-4580-9b5d-6551957c4539 · outbound

This paper cites Achild…”},{Scene2:“Legsare….

Fostering Video Reasoning via Next-Event Prediction Achild…”},{Scene2:“Legsare…

Reference 46

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Observation 6208c882-a1e4-4b0e-bd89-8c07fdcb3b5c · outbound

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Fostering Video Reasoning via Next-Event Prediction Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:10:56.637066Z

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Observation d76ef48b-4255-4107-a1a6-693015df19f4 · outbound

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Fostering Video Reasoning via Next-Event Prediction events

Reference 48

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Observation db8aad78-2cee-4390-97f6-b7b146a25760 · outbound

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Fostering Video Reasoning via Next-Event Prediction Unresolved cited work

Reference 49

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Observation 9ab6bacb-9e18-42c4-8962-c6b42e505ed6 · outbound

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Fostering Video Reasoning via Next-Event Prediction Unresolved cited work

Reference 50

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Observation f597f086-9003-4464-ac15-afa20cba306b · outbound

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Fostering Video Reasoning via Next-Event Prediction suitable

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:10:55.431653Z

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Observation 92fcad3b-2201-482f-a665-5f0f263ba338 · outbound

This paper cites d e s c r i p t i o n.

Fostering Video Reasoning via Next-Event Prediction d e s c r i p t i o n

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:10:55.086036Z

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Observation 65ad7b78-c82f-496e-b895-ac0d179512ba · outbound

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Fostering Video Reasoning via Next-Event Prediction Unresolved cited work

Reference 53

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Observation 3dc27cc6-0011-43e3-9455-e1c67fec9fd4 · outbound

This paper cites d e s c r i p t i o n.

Fostering Video Reasoning via Next-Event Prediction d e s c r i p t i o n

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:10:54.512731Z

Source-reported events for the cited work

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Observation 84b3ed2f-467c-4790-8f1d-79d50c88cff6 · outbound

This paper cites d e s c r i p t i o n.

Fostering Video Reasoning via Next-Event Prediction d e s c r i p t i o n

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:10:54.188702Z

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Observation eccaab00-adda-4cac-ae6f-5c2cb4d935ad · outbound

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Fostering Video Reasoning via Next-Event Prediction Unresolved cited work

Reference 56

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Observation 1f1cdcd4-1d27-43a9-b28a-efcbd22a09db · outbound

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Fostering Video Reasoning via Next-Event Prediction Unresolved cited work

Reference 57

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Observation b511f957-3141-4348-bff4-5b1eab709b5e · outbound

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Fostering Video Reasoning via Next-Event Prediction Unresolved cited work

Reference 58

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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 22328854-7e91-457c-ab7c-b0555fe4e041 · outbound

This paper cites C o n c l u s i o n : right.

Fostering Video Reasoning via Next-Event Prediction C o n c l u s i o n : right

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:10:52.398983Z

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 627e4afa-4a32-46f5-b949-8c9971d99f08 · outbound

This paper cites Question.

Fostering Video Reasoning via Next-Event Prediction Question

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:10:52.182869Z

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 ff0e6b85-545b-419d-ab95-d3c6aa46106c · outbound

This paper cites - Ensure only one correct answer and that the r em ai nin g three options are wrong.

Fostering Video Reasoning via Next-Event Prediction - Ensure only one correct answer and that the r em ai nin g three options are wrong

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:10:52.002985Z

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 13c7557d-d7c2-4d67-b2ab-c3048e22dcae · outbound

This paper cites Question.

Fostering Video Reasoning via Next-Event Prediction Question

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:10:51.837463Z

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 0a22f794-bfb4-45da-bb6b-cda04bf24d4c · outbound

This paper cites - Ensure only one correct answer and that the r em ai nin g three options are wrong.

Fostering Video Reasoning via Next-Event Prediction - Ensure only one correct answer and that the r em ai nin g three options are wrong

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:10:51.690049Z

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 3e9e1026-edaa-4cd2-b433-e990e86b4565 · outbound

This paper cites Question.

Fostering Video Reasoning via Next-Event Prediction Question

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:10:51.549366Z

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 02fa0c0c-327e-4877-86c2-325c0418a7f0 · outbound

This paper cites - Ensure only one correct answer and that the r em ai nin g three options are wrong.

Fostering Video Reasoning via Next-Event Prediction - Ensure only one correct answer and that the r em ai nin g three options are wrong

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:10:51.367016Z

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 aaf58cc8-58b2-43d2-b779-18a2023b4d3d · outbound

This paper cites Question.

Fostering Video Reasoning via Next-Event Prediction Question

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:10:51.201914Z

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 26d5b6dc-02ae-4016-a9b7-aec1ff6e3ed3 · outbound

This paper cites - Answer options should be built upon the scenes after the observed scenes and before the last scene.

Fostering Video Reasoning via Next-Event Prediction - Answer options should be built upon the scenes after the observed scenes and before the last scene

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:10:50.917351Z

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.

Pith citing papers

Observation 999cd9e9-7450-41b6-81d1-bffa35dbba45 · inbound

FutureOmni: Evaluating Future Forecasting from Omni-Modal Context for Multimodal LLMs cites this paper.

FutureOmni: Evaluating Future Forecasting from Omni-Modal Context for Multimodal LLMs Fostering Video Reasoning via Next-Event Prediction

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T09:30:02.227226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a9dbaae-8460-4fa6-a39e-5f07afa41cf8 · inbound

EgoSelf: From Memory to Personalized Egocentric Assistant cites this paper.

EgoSelf: From Memory to Personalized Egocentric Assistant Fostering Video Reasoning via Next-Event Prediction

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:06:03.692100Z

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 d5dbfd85-61ed-4384-aae0-8589d7c3ab8a · inbound

EmoTrans: A Benchmark for Understanding, Reasoning, and Predicting Emotion Transitions in Multimodal LLMs cites this paper.

EmoTrans: A Benchmark for Understanding, Reasoning, and Predicting Emotion Transitions in Multimodal LLMs Fostering Video Reasoning via Next-Event Prediction

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:31:15.231278Z

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 b5ace437-a666-4879-885c-3a35be18a4dc · inbound

Imagine Before You Predict: Interleaved Latent Visual Reasoning for Video Event Prediction cites this paper.

Imagine Before You Predict: Interleaved Latent Visual Reasoning for Video Event Prediction Fostering Video Reasoning via Next-Event Prediction

Reference 77

Resolution: verified exact; arxiv_id, observed 2026-07-02T11:56:55.449447Z

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 416437f4-13df-4c83-977f-687485dc6d1b · inbound

FeVOS: Foresight Expression Video Object Segmentation cites this paper.

FeVOS: Foresight Expression Video Object Segmentation Fostering Video Reasoning via Next-Event Prediction

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-07-04T19:30:08.053934Z

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.