Pith. sign in

Paper Citation Record · LEDGER

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification

As of 21 August 2026, this Paper Citation Record lists 75 of 75 outbound references and 2 inbound Pith citation observations for arXiv:2411.16718.

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

pith.paper-citation-record.v1
2411.16718 v5

Coverage vector

measured 75 of 75 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T14:26:22.185125Z

measured 77 of 77 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:23:28.375963Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T20:12:38.094834Z

Reference resolution

75 of 75 outbound references displayed

  • verified exact0
  • verified fuzzy47
  • unresolved27
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2012c825-aedf-489b-ac78-0f628535be39 · outbound

This paper cites GPT-4 Technical Report.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification GPT-4 Technical Report

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-12T14:26:21.840317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:26:21.840317Z digest=sha256:ef0ea44eeef22faad5b35edc55aabe00ab746ed5f92bdbce04a18ca173aff7eb

Observation e40035c4-23c2-4057-a9d7-4fc2f9cda136 · outbound

This paper cites Llama 3.2: Revolutionizing edge ai and vision with open, customizable models.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Llama 3.2: Revolutionizing edge ai and vision with open, customizable models

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:23.424276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:21.846209Z digest=sha256:9fe9a14d13e531c74acec8a3ff056730039fcceecba36b28f6bd2822cfd49fc8

Observation 964aef64-e29a-4662-8678-1704332f6d35 · outbound

This paper cites Principles of Model Checking.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Principles of Model Checking

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:23.408131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:21.851321Z digest=sha256:3466b1cf184dfeecc9800d001ea3c1fcb8094d0e8c2eb10b1677a4d1910168e2

Observation e5ad5ca7-8e41-4990-b1c6-0164cd217775 · outbound

This paper cites Align your latents: High-resolution video synthesis with la- tent diffusion models.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Align your latents: High-resolution video synthesis with la- tent diffusion models

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-12T14:26:21.856160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:26:21.856160Z digest=sha256:ab2ca5aaea97d2888fe827b2c98ccc73b2604823fe9f6ad5e0453e58074180c5

Observation 23cf971d-dffd-4190-8e34-376f11f239f6 · outbound

This paper cites Synthesis of LTL Formulas from Natural Language Texts: State of the Art and Research Directions.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Synthesis of LTL Formulas from Natural Language Texts: State of the Art and Research Directions

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:23.383281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:21.860847Z digest=sha256:2dfa6a36cddb3a404befd62c1b84c1ef94815bb685905d3bfda4e870b73f76e5

Observation b72d4162-44bd-444d-b53f-5b945079acab · outbound

This paper cites Storybench: A multifaceted benchmark for continuous story visualization, 2023.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Storybench: A multifaceted benchmark for continuous story visualization, 2023

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:23.351588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:21.870301Z digest=sha256:b8e4d4d0cfaed00a8b282fd6948c974b4e35a0713b80666e1e68b23f1384e437

Observation d94f6ee4-7cfc-4c7c-9d70-5ddd02f89d3e · outbound

This paper cites Microsoft COCO Captions: Data Collection and Evaluation Server.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Microsoft COCO Captions: Data Collection and Evaluation Server

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-12T14:26:21.875007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:26:21.875007Z digest=sha256:cbc9275852e3b43898a627463e2ea47cda4085ef474e7ee85a60a5e446317601

Observation 10a2d920-50de-468b-9b90-14dc47075204 · outbound

This paper cites Nl2tl: Transforming natural languages to temporal log- ics using large language models, 2024.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Nl2tl: Transforming natural languages to temporal log- ics using large language models, 2024

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:23.336966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:21.879891Z digest=sha256:3bf83b3d74c75a9e787210e4eed9c2f08d249a5322c78791751a739c80aede30

Observation 51f155c3-3c35-45f9-a22a-44d4299e0997 · outbound

This paper cites Measuring the Quality of Text-to-Video Model Outputs: Metrics and Dataset.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Measuring the Quality of Text-to-Video Model Outputs: Metrics and Dataset

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-12T14:26:21.884353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:26:21.884353Z digest=sha256:a2f6acc79fd46727e8a3ad271612281cf3609051201a79641cc95605d8d4c0b9

Observation 77a0696e-5338-491b-a46c-c10a4250b74b · outbound

This paper cites Towards neuro- symbolic video understanding.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Towards neuro- symbolic video understanding

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:23.321679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:21.889305Z digest=sha256:ff144bb63e3f848ec81f37db61d1af688b5a5284a109bc6cace0087097a874a5

Observation 5558303e-58d1-48f1-b6a6-15dd5d2fafff · outbound

This paper cites Sora Detector: A Unified Hallucination Detection for Large Text-to-Video Models.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Sora Detector: A Unified Hallucination Detection for Large Text-to-Video Models

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-12T14:26:21.893694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:26:21.893694Z digest=sha256:16eb44f946e5ba56140791e5045f6edf4415b0360488c199504de39f41fb40fc

Observation 8a9954c8-2d77-47bc-aaf7-649240347a71 · outbound

This paper cites Clarke, Orna Grumberg, and Doron A.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Clarke, Orna Grumberg, and Doron A

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:23.306128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:21.898716Z digest=sha256:7fe98704d60eaa6e13603cee245bebd1fe3b666fef4b2675b6e13c65d0bb99f4

Observation 08ea9a92-4ca8-4e71-8425-78735c7a8242 · outbound

This paper cites Allen Emerson.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Allen Emerson

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:23.289731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:21.902923Z digest=sha256:6da56646d66bc52bc5a2c0e6e330275c8bc27c43fa1de8e2a35aaa655a44f73e

Observation fe51edc2-47a4-44ed-9664-c86e5b3728bb · outbound

This paper cites Structure and content-guided video synthesis with diffusion models.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Structure and content-guided video synthesis with diffusion models

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-12T14:26:21.907665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:26:21.907665Z digest=sha256:d9b856582324db93e0c09ba3f2f3423cd31ec6b992638f2c5d170864e110f5c5

Observation 73f59b18-2fb3-434c-a8a2-29ec999419c5 · outbound

This paper cites Pytorchvideo: A deep learning li- brary for video understanding.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Pytorchvideo: A deep learning li- brary for video understanding

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:23.264254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:21.912293Z digest=sha256:34c29329e5f0f8b8fd4b30a11a6b10f2784f1fd8c06f2bc6e0fa1dfed5e5910c

Observation 281c7401-6ffb-457a-b9d7-48afa78b3874 · outbound

This paper cites TC-Bench: Benchmarking Temporal Compositionality in Text-to-Video and Image-to-Video Generation.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification TC-Bench: Benchmarking Temporal Compositionality in Text-to-Video and Image-to-Video Generation

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-12T14:26:21.916622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:26:21.916622Z digest=sha256:ec17ff62db55c25bbf9460f7540d0140c594e14ee6fb0e898614c249d7e773e5

Observation 2507997f-e589-431d-b227-3b0d89e3ab26 · outbound

This paper cites Nl2ltl – a python package for converting natural language (nl) instruc- tions to linear temporal logic (ltl) formulas.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Nl2ltl – a python package for converting natural language (nl) instruc- tions to linear temporal logic (ltl) formulas

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:23.249571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:21.921254Z digest=sha256:cd3f94911b68157925015df15b1cd322dc26734803ca849c4fce0ccc5ba51439

Observation 9b728dc2-e6bb-418e-bd17-64e86c720cbd · outbound

This paper cites Videoscore: Building auto- matic metrics to simulate fine-grained human feedback for video generation, 2024.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Videoscore: Building auto- matic metrics to simulate fine-grained human feedback for video generation, 2024

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:23.233599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:21.925775Z digest=sha256:8118b4172cb55d434d0373e153d72ad14fccf9b0c4b5924c367d4eaf51815755

Observation 13d02dc8-5f20-4edd-af67-1f5cecbf94b9 · outbound

This paper cites The Probabilistic Model Checker Storm.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification The Probabilistic Model Checker Storm

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-12T14:26:21.930057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:26:21.930057Z digest=sha256:8b21c3928407612144eef12e665254311310a9461f71916cd77250eff8a23dcf

Observation 93b46110-81d0-43bf-96c1-eb831e269877 · outbound

This paper cites Denoising dif- fusion probabilistic models.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Denoising dif- fusion probabilistic models

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-12T14:26:21.934999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:26:21.934999Z digest=sha256:37d222c2be7d1d3ca227c570f5c3961d3c6ddaf166b86751f5e618184c8f50a5

Observation 6a97a529-eda6-4b44-9424-aec28eb66a84 · outbound

This paper cites Make it move: Controllable image-to-video generation with text descrip- tions, 2022.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Make it move: Controllable image-to-video generation with text descrip- tions, 2022

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:23.209310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:21.939410Z digest=sha256:5ce3828751a295e8385d68f95724a70710e8d139cec167de7b11814ed246b4d4

Observation 548969c0-6e22-434e-8eb1-b76015f588da · outbound

This paper cites T2i-compbench: A comprehensive bench- mark for open-world compositional text-to-image genera- tion.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification T2i-compbench: A comprehensive bench- mark for open-world compositional text-to-image genera- tion

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:23.194025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:21.943705Z digest=sha256:e22b766e7dfea39574a35afc757bbdf9cb8e7b2f79b088478821eab6cadfb918

Observation 9bf8b5e0-75b9-48a5-8ee2-c5c9b9223871 · outbound

This paper cites Vbench: Comprehensive bench- mark suite for video generative models.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Vbench: Comprehensive bench- mark suite for video generative models

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-12T14:26:21.947981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:26:21.947981Z digest=sha256:97af53db2c1c51ab81b52b5ce17a6f325343b69366ee2e84f8803f504d5a7d40

Observation a6e60b85-d3fa-4b24-a418-fcc645c65939 · outbound

This paper cites Logic in Computer Science: Modelling and Reasoning about Systems.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Logic in Computer Science: Modelling and Reasoning about Systems

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:23.169428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:21.952180Z digest=sha256:592e7ad28b30c499784b5cca9ab4ca51479f07cfd69acdcc414f96b77f383ea1

Observation 722f48ea-01b1-47b6-be50-336cbe588147 · outbound

This paper cites Peekaboo: Interactive video generation via masked- diffusion, 2024.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Peekaboo: Interactive video generation via masked- diffusion, 2024

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:23.155080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:21.956444Z digest=sha256:9cf1847753459e357bae98f48ef0cadf58b32770b10ef3c2223e39cfbb0513de

Observation e8202b47-3b36-48cc-b4ae-7a7da1db6785 · outbound

This paper cites T2vbench: Benchmarking temporal dynamics for text-to- video generation.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification T2vbench: Benchmarking temporal dynamics for text-to- video generation

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:23.140851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:21.960900Z digest=sha256:bbaedd48fc5fe90c32f9dea207e90719ef5c462064647001ed90c110d75f864a

Observation 451f920c-dbe0-4b2f-bc29-0c5d8893ca45 · outbound

This paper cites T2vbench: Benchmarking temporal dynamics for text-to- video generation.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification T2vbench: Benchmarking temporal dynamics for text-to- video generation

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:23.125611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:21.965283Z digest=sha256:cce7c2d5a4dfcab789217cee49ca2297b7acef3ee3f9c685c8a534785e222afb

Observation 8ff4d888-bd39-4f56-83dc-e42099dc3c3e · outbound

This paper cites Stormpy - python bind- ings for storm, 2021.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Stormpy - python bind- ings for storm, 2021

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:23.110995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:21.969536Z digest=sha256:ea6d975a5459d909491b43c68578c3c9be8c49772b37452df116ab26188348bf

Observation fa4a580f-1d92-41bc-b7ae-e6d5b0759e1f · outbound

This paper cites Kemeny and J.L.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Kemeny and J.L

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:23.095564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:21.973749Z digest=sha256:2b5f769da08aaffec7f3c6bef3f522bddb47dcc6ba96d0645cdd72e64111880e

Observation 94e37493-9c39-46ef-a091-6a4cdf4c3ee7 · outbound

This paper cites Joshi, Hanna Moazam, Heather Miller, Matei Zaharia, and Christopher Potts.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Joshi, Hanna Moazam, Heather Miller, Matei Zaharia, and Christopher Potts

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:23.081041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:21.978158Z digest=sha256:011d88e456ff23ee8c90b3ddca27b98a271f13e4ecbdc8812cbfacc202509e8c

Observation 779a7ad8-e2e0-4852-91c1-3fe7079539a5 · outbound

This paper cites Subjective-aligned dataset and metric for text-to-video qual- ity assessment, 2024.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Subjective-aligned dataset and metric for text-to-video qual- ity assessment, 2024

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:23.066555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:21.982492Z digest=sha256:6e10aec011e6969c4928ec96bd9a061533bdf47d1bcbeed2decf91b58e27c0a6

Observation 50f4f1b9-a681-42ca-83e3-cb91a5bd82af · outbound

This paper cites Evaluating and improving com- positional text-to-visual generation.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Evaluating and improving com- positional text-to-visual generation

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:23.051498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:21.986872Z digest=sha256:e7ea5bd7fea01dbb3aede9d7f3149c7009ab1828252ceed8c844fc39558ae995

Observation 5c9ca3b3-9ba9-4567-bbee-5a2766463675 · outbound

This paper cites Reward Guided Latent Consistency Distillation.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Reward Guided Latent Consistency Distillation

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-12T14:26:21.991425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:26:21.991425Z digest=sha256:50f8c6bf1a4af3ad53723b0212e872ec92dffd88b19af658d28d2fd2bd311871

Observation 5d4e8c6e-447c-451c-8788-3dcf96766249 · outbound

This paper cites T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-12T14:26:21.996386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:26:21.996386Z digest=sha256:c9cb67d112b5ff70e6c4a18da4c944b9a2cff408a9c924a8bd4de0d661745241

Observation f63e0955-cdaa-4896-893c-86203099c359 · outbound

This paper cites T2v- turbo-v2: Enhancing video generation model post-training through data, reward, and conditional guidance design.arXiv preprint arXiv:2410.05677, 2024.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification T2v- turbo-v2: Enhancing video generation model post-training through data, reward, and conditional guidance design.arXiv preprint arXiv:2410.05677, 2024

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-12T14:26:22.001017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:26:22.001017Z digest=sha256:ae316836759de92521e8455d789e4f71ae955d442b04372748e5bfb768ba1df0

Observation 889db70a-03c4-491a-9925-7e6f5dc397b9 · outbound

This paper cites Ground- ing complex natural language commands for temporal tasks in unseen environments.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Ground- ing complex natural language commands for temporal tasks in unseen environments

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:23.036965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.015707Z digest=sha256:d51c909c575c12fec0855548d8fd0e5934c584d61dfbaf9c45d7103da6d22358

Observation dee4706e-ac74-4d53-bc5e-bbc4cb3942e3 · outbound

This paper cites Fetv: A bench- mark for fine-grained evaluation of open-domain text-to- video generation, 2023.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Fetv: A bench- mark for fine-grained evaluation of open-domain text-to- video generation, 2023

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:23.022279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.020155Z digest=sha256:ca465089f29ba5384a9f01f123ced8a8c3e429f3cabd032f753bcd4551529e87

Observation f905f5d2-ef16-447a-b3fa-5ed569070427 · outbound

This paper cites Evalcrafter: Benchmarking and eval- uating large video generation models.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Evalcrafter: Benchmarking and eval- uating large video generation models

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:23.006849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.024525Z digest=sha256:ebe3c970a3ac87d9d431e62cb94b11bfc353a717ff758058ce9ac22a38f9aead

Observation 49286adc-1389-4adb-9945-ed3d1b1de31d · outbound

This paper cites Evalcrafter: Benchmarking and eval- uating large video generation models, 2024.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Evalcrafter: Benchmarking and eval- uating large video generation models, 2024

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:22.991516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.028931Z digest=sha256:f1216e5f82fb362a35e0146134da76c4f7ee70e1c09695eb825e61bc62162a8e

Observation d2853179-ad90-4173-aedf-6e97d4d4b553 · outbound

This paper cites Fetv: A bench- mark for fine-grained evaluation of open-domain text-to- video generation.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Fetv: A bench- mark for fine-grained evaluation of open-domain text-to- video generation

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:22.975519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.033729Z digest=sha256:68b20ab810a103f44bad171d14595f1bda1f98b7980041ea6eb6f8251799d3c8

Observation 3a3b1ba7-8cfb-46a6-8704-21059dde86ed · outbound

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

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-12T14:26:22.038206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:26:22.038206Z digest=sha256:9351fafd150b4967c73b04fb6acfe849c85e66cf3ba90ea329e20e0cd31454ff

Observation 4629eb44-2be6-459f-9cb0-249e236e39ea · outbound

This paper cites The Temporal Logic of Re- active and Concurrent Systems: Specification.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification The Temporal Logic of Re- active and Concurrent Systems: Specification

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:22.960489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.043006Z digest=sha256:ded9dfa1770298a9460a859995a1c79e966f850d83959881163c8ff66078d08d

Observation 9bf9101c-a398-467a-96f7-2834d7ad3373 · outbound

This paper cites an unresolved cited work.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:26:22.946138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.047321Z digest=sha256:f43feb4e496a425f1a81eba79d4ea3ba8787a432992ee539230819a3bed541e5

Observation 534af4a2-759d-4a76-a15f-fb596604b1d8 · outbound

This paper cites Internvl 2.0: A suite of multimodal large lan- guage models for vision and language tasks.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Internvl 2.0: A suite of multimodal large lan- guage models for vision and language tasks

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:22.931423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.051553Z digest=sha256:ae56c09725d255e2384cd30e600f507e16b72ed4cc324d7e7365e0146f678ae1

Observation 1d8d5084-9c3e-4567-a35b-ed7710a71376 · outbound

This paper cites Optimizing instructions and demonstrations for multi-stage language model programs, 2024.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Optimizing instructions and demonstrations for multi-stage language model programs, 2024

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:22.916732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.055798Z digest=sha256:d05b643aef5c8d8c61d31557bfc4d9efdb426e806d9cedbdf602d200baaced33

Observation 3c1873eb-368e-419c-9b9e-cdda00a0204e · outbound

This paper cites Data-efficient learning of natural language to linear temporal logic transla- tors for robot task specification, 2023.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Data-efficient learning of natural language to linear temporal logic transla- tors for robot task specification, 2023

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:22.901958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.060922Z digest=sha256:864e8e6b036bd117b613158d4ecc90afd54fdc39316454595985dcaf3fa2bf1f

Observation 21b8fc4a-dd8c-46f6-9be8-573271c2f008 · outbound

This paper cites Graph neural network (gnn) in image and video understanding using deep learning for computer vision applications.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Graph neural network (gnn) in image and video understanding using deep learning for computer vision applications

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:22.886161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.065382Z digest=sha256:9170fde5a2c74e7aa289deb1f23d5924386e3fd173cc89d2e33ffb4d87045864

Observation cc835c26-698c-41bb-9cc1-e3ba70a273b6 · outbound

This paper cites The lost melody: Empirical observations on text-to-video generation from a storytelling perspective, 2024.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification The lost melody: Empirical observations on text-to-video generation from a storytelling perspective, 2024

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:22.871122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.069819Z digest=sha256:2122d4ad8e5932ebd445f2da7ec9a843eb8aeca8ba8d112b449c35e5e5aae51c

Observation dbcd6b75-21b6-4a85-b860-d075f2f730d1 · outbound

This paper cites T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video Generation.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video Generation

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-12T14:26:22.074051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:26:22.074051Z digest=sha256:0aad21fd87765f1d5ecd848311fecce2fe6cfebd8f8e37e13381908d27f69e73

Observation b12f0e9c-2bdb-4259-ae5f-bed25f8e91d2 · outbound

This paper cites Towards A Better Metric for Text-to-Video Generation.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Towards A Better Metric for Text-to-Video Generation

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-12T14:26:22.078469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:26:22.078469Z digest=sha256:7633df0b26480087ddf7346dfc16aead4656cb786c87b5ecf3825074a1cfded3

Observation dda00750-4a51-45f1-b84a-eb0b1201c09f · outbound

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

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Msr-vtt: A large video description dataset for bridging video and language

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:22.855253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.083315Z digest=sha256:f7ae6308627d29691ecaa13fcffabae1397aa370d292218235c8960cd0707619

Observation 52422dc3-e595-4642-8c24-e2b87d1fa2dc · outbound

This paper cites Specification-Driven Video Search via Foundation Models and Formal Verification.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Specification-Driven Video Search via Foundation Models and Formal Verification

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-12T14:26:22.087637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:26:22.087637Z digest=sha256:a5c74eb0af910f549c3cbd1434588d988d0f0e2ee08794c7bb25fafccaf12700

Observation 03bbbbc8-0f23-4abe-bab2-6225fd5a8d1d · outbound

This paper cites CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-12T14:26:22.092279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:26:22.092279Z digest=sha256:b83398d3a7468907526b356f7643860a629d4ed3317df8b795f2c8417b7510a3

Observation ba2bab75-923e-476d-8fdc-18f7c68451d3 · outbound

This paper cites Celebv-text: A large-scale facial text-video dataset, 2023.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Celebv-text: A large-scale facial text-video dataset, 2023

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:22.839826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.096996Z digest=sha256:d22a9c41eabe5cae672fbf0236a49fb80e28fffaef837d42b37a6219bd5f147f

Observation 831c313d-ab1d-4c0a-9d16-62e4c81bfd8c · outbound

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

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-12T14:26:22.101268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:26:22.101268Z digest=sha256:fc18317ddf485d450241a8d54746df7c1e454283a0570d53c99df4bd06c91386

Observation 1f8edac9-55ac-4fe8-9dcc-178f6a7b44b8 · outbound

This paper cites I2VGen-XL: High-Quality Image-to-Video Synthesis via Cascaded Diffusion Models.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification I2VGen-XL: High-Quality Image-to-Video Synthesis via Cascaded Diffusion Models

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-12T14:26:22.106169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:26:22.106169Z digest=sha256:6edbaf256de599b08318a969d40e5619148e23971e97f84e758afaa0057a7593

Observation af2b9744-cf36-4cc6-b554-ca5339e951d5 · outbound

This paper cites Benchmarking aigc video quality assessment: A dataset and unified model, 2024.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Benchmarking aigc video quality assessment: A dataset and unified model, 2024

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:22.824728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.110899Z digest=sha256:5ecd45b35f08b507d22c1e9c6b9bf2c3d59ec9ca258091e880419607aeba6682

Observation 1d2d5f29-f18b-4918-b37a-d44bb086ff2c · outbound

This paper cites Always Event A.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Always Event A

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:22.808978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.115464Z digest=sha256:db2ae2441ca6ac87c1de53324c72ba2f4d2af156f253bcee77a157897f7a8722

Observation b0c350ae-f69e-4cd0-bba5-cd6077df3c80 · outbound

This paper cites X i∈Ds max 0≤j≤k fT2P(Ds, i, j) # (17) DT2TL|train = arg max Ds⊂D′ T2TL,|Ds|=N.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification X i∈Ds max 0≤j≤k fT2P(Ds, i, j) # (17) DT2TL|train = arg max Ds⊂D′ T2TL,|Ds|=N

Reference 62

Resolution
malformed identifier
raw_fallback, observed 2026-08-12T14:26:22.794588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.120112Z digest=sha256:7c28e808407408b849e4b22b56873fbddac7ad9f9d30bedd71400b0483bd6649

Observation 9d8d85c8-4d5a-4d41-9416-aec33114694c · outbound

This paper cites Your output fields are:.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Your output fields are:

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:22.779338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.124855Z digest=sha256:05347d97bbd64a2fc01186d387aa40052b6d777df4d2f159eea93e68b791a938

Observation d30fb7e1-c241-455b-8ab0-144ac9315f71 · outbound

This paper cites Overall Consistency.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Overall Consistency

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:22.762687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.129848Z digest=sha256:49bd1f065c314aaaa49254aa1dde95a12cc015e48eaab132e6bf1254a6edcb79

Observation 9bac22df-1b23-4cbc-8de5-97630b3ac504 · outbound

This paper cites person”, “car.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification person”, “car

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:22.747310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.134378Z digest=sha256:6ff8ccda4c359e8f8cac1d015d575d62a4da0ca3cee047a8803bdb12e9922b65

Observation cff271a8-2c5d-47e4-bb1e-e38ce80730be · outbound

This paper cites an unresolved cited work.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:26:22.732317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.138878Z digest=sha256:0b1dd32fe154e9f78aad9bee152d081d339e6fbc2af4ff2d1055dc65c587369e

Observation 55ac61ef-b3de-4860-800e-9e2d60051a74 · outbound

This paper cites Your output fields are:.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Your output fields are:

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:22.717354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.143686Z digest=sha256:1ab99f360d4c0ea8154e815047c55b50b1036700289e842ae70c042e688c5142

Observation 30c0455f-3ccb-4160-a863-13c9e603508a · outbound

This paper cites Overall Consistency.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Overall Consistency

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:22.702885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.148306Z digest=sha256:755c5c5ffd5ea0ba36f7fe28b2adb84d1e8e6395ccb74edbeb411cf29894ea93

Observation 55cf7e32-1fc1-40b3-89c4-c3bacf75397e · outbound

This paper cites an unresolved cited work.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Unresolved cited work

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-12T14:26:22.153051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:26:22.153051Z digest=sha256:634186a945e4ddaf2798f8ac5e41bb7f81e8a3ab240e71538ff287592b573c7e

Observation afb95f78-5486-46ca-bc04-4838435e09df · outbound

This paper cites Prompt 3.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Prompt 3

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:22.677290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.157436Z digest=sha256:a5740be2e79cb9f6c6c4b2171f4fad5f6d4d35b44d63a4bf0827a4af93382ec5

Observation 236cc62b-c292-4cf5-a5e1-d608b252fd98 · outbound

This paper cites an unresolved cited work.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:26:22.660968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.162143Z digest=sha256:6bb4adbdf14809f5da3138b7b3cc694003caea89c0da5228692635b2b3a2b244

Observation 44439d73-5234-4358-8148-e8af95f45bac · outbound

This paper cites Calibration Plots.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Calibration Plots

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:22.644076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.166484Z digest=sha256:a74f145bf0b3f7067b6dbcd72621f3507b8320905ab8f481c378c62439e9ab0e

Observation a4e05ca4-afe6-455e-9ff8-ace2dbb5eeb4 · outbound

This paper cites Nature”, “Human & Animal Activities.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Nature”, “Human & Animal Activities

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:22.627904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.171031Z digest=sha256:5ebd72dc930a7a8f97da955934e0b665683f4ac7c2ce41de4d5ca65f4fc47e6f

Observation 7a4feb80-19e9-4884-935e-a725342bdad7 · outbound

This paper cites an unresolved cited work.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:26:22.611633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.176100Z digest=sha256:350e8aab7d11b097ccbe554bd32069694b8bea5b9829de9f24deb7643501275f

Observation 5983ba1e-af9a-4a90-9b67-a6fe4660e60a · outbound

This paper cites Always,".

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Always,"

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:22.596570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.180814Z digest=sha256:829f00cc0a2d41d6bbbefca292b13fd07e1444fbde89d772500c1cfff85d600e

Observation 0ab11e5f-c694-4d72-a4da-495505349824 · outbound

This paper cites Always"**: Describes an event that continuously occurs in the background or context. - **.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Always"**: Describes an event that continuously occurs in the background or context. - **

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:26:22.580643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:22.185125Z digest=sha256:90ae6f5cb8499b9a5b86ae1a59c7bc37a2c86316b5d87cf5e5f9f4d44f6359ba

Observation f8636d89-cde1-4b8c-8523-89a29b2bff3d · outbound

This paper cites an unresolved cited work.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Unresolved cited work

Reference 2019

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:26:23.367082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-12T14:26:21.865728Z digest=sha256:218d6b0759400b274b656a87eb8ac84b5665f0d470e453d50701fc0edb7a4797

Observation c9afa0cf-12c1-4f28-9dcb-4334ecd84a03 · outbound

This paper cites Visual Instruction Tuning.

Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification Visual Instruction Tuning

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-12T14:26:22.010844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:26:22.010844Z digest=sha256:44c92be9f33fca346511f313b9f6ec48641e66431c8303ec171d96d1064ed000

Pith citing papers

Observation 0eca9ac3-03d4-4875-90b1-aa889e212959 · inbound

Real-Time Privacy Preservation for Robot Visual Perception cites this paper.

Real-Time Privacy Preservation for Robot Visual Perception Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-15T23:23:28.375963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:23:28.375963Z digest=sha256:c78acfb48da5f20753c09f3943c525cab81b8377cd7fc3b5df98a72587d02cf6

Observation 03be9951-6b02-4ba4-b82c-30f37c80e96b · inbound

A Challenge to Build Neuro-Symbolic Video Agents cites this paper.

A Challenge to Build Neuro-Symbolic Video Agents Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-08-15T20:12:38.101767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-15T20:12:37.827131Z digest=sha256:bf06a102e0c49efc153da4618f60590843ba237e937b1cb93893cda5100d514e