Paper Citation Record · LEDGER

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning

As of 9 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 4 inbound Pith citation observations for arXiv:2506.21557.

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

pith.paper-citation-record.v1
2506.21557 v1

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:51:45.352664Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:15:23.310901Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T08:30:57.392683Z

Reference resolution

60 of 60 outbound references displayed

verified exact4
verified fuzzy36
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 07779185-31ee-44a1-bcfe-a3f4fb07ed89 · outbound

This paper cites an unresolved cited work.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:51:48.974235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 245e3bd9-fa4c-40d9-87db-61a27b64620f · outbound

This paper cites Beyond news contents: The role of social context for fake news detection,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Beyond news contents: The role of social context for fake news detection,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:48.829268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 55e342e7-74e9-4d52-8b29-15d328792865 · outbound

This paper cites Nlp-based feature extraction for the detection of covid-19 misinformation videos on youtube,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Nlp-based feature extraction for the detection of covid-19 misinformation videos on youtube,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:48.687625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d5ac033d-8b77-4b99-a948-cd46de432697 · outbound

This paper cites Exposing deep fakes using inconsistent head poses,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Exposing deep fakes using inconsistent head poses,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:48.555875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 47a8b146-2fe9-4d0e-aec9-50376579b950 · outbound

This paper cites Spotfake+: A multimodal framework for fake news detection via transfer learning (student abstract),.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Spotfake+: A multimodal framework for fake news detection via transfer learning (student abstract),

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:48.425176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b4fcdfdb-d48d-4d6d-962d-0abdf5542a7c · outbound

This paper cites Fmfn: Fine-grained multimodal fusion networks for fake news detection,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Fmfn: Fine-grained multimodal fusion networks for fake news detection,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:48.314214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 38a33129-2bbf-4da8-8d37-c3caff5661e8 · outbound

This paper cites Not all fake news is semantically similar: Contextual semantic representation learning for multimodal fake news detec- tion,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Not all fake news is semantically similar: Contextual semantic representation learning for multimodal fake news detec- tion,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:48.200040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 97ead392-dfbd-4220-83b7-8c2b12d98fa6 · outbound

This paper cites Modeling both intra-and inter-modality uncertainty for multimodal fake news detection,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Modeling both intra-and inter-modality uncertainty for multimodal fake news detection,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:48.016073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1e42ca71-c983-4e58-886e-b4250c64251d · outbound

This paper cites Cross-modal contrastive learning for multimodal fake news detection,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Cross-modal contrastive learning for multimodal fake news detection,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:47.736492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5d8ad55b-1b31-4ff8-937b-b61ca852084d · outbound

This paper cites Fakesv: A multimodal benchmark with rich social context for fake news detection on short video platforms,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Fakesv: A multimodal benchmark with rich social context for fake news detection on short video platforms,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:47.524230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b5fcaee0-ad66-444c-b962-d4be53dc3637 · outbound

This paper cites A multimodal fake news detection model based on crossmodal attention residual and multichannel convolutional neural networks,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning A multimodal fake news detection model based on crossmodal attention residual and multichannel convolutional neural networks,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:47.303408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fb6a9849-e7f9-4d7b-adb7-802731ad93fe · outbound

This paper cites " this is fake news.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning " this is fake news

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:47.094074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1864d4ff-c1d4-4844-8c39-0278902f3b0c · outbound

This paper cites Two Heads Are Better Than One: Improving Fake News Video Detection by Correlating with Neighbors.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Two Heads Are Better Than One: Improving Fake News Video Detection by Correlating with Neighbors

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T04:51:45.125249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e1466f4-b5a9-49ac-a8e3-40dc698e302b · outbound

This paper cites WSDMS: Debunk Fake News via Weakly Supervised Detection of Misinforming Sentences with Contextualized Social Wisdom.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning WSDMS: Debunk Fake News via Weakly Supervised Detection of Misinforming Sentences with Contextualized Social Wisdom

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:51:46.056393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 489d2b00-fe0e-4280-b441-8883774422f7 · outbound

This paper cites Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T04:51:45.136891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 517f282d-9827-41d8-882f-4d61dd45b089 · outbound

This paper cites Ambifc: Fact-checking ambiguous claims with evidence,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Ambifc: Fact-checking ambiguous claims with evidence,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:46.862105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6014e919-1be1-49ae-b5d4-24722c713af8 · outbound

This paper cites Credible, unreliable or leaked?: Evi- dence verification for enhanced automated fact-checking,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Credible, unreliable or leaked?: Evi- dence verification for enhanced automated fact-checking,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:46.817725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e817f4fd-b0e4-4a2c-a0ea-14bcc2b182e0 · outbound

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

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning A Survey on Data Augmentation in Large Model Era

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T04:51:45.152648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa522352-c4c7-4e31-9dba-4a5f8d1e8732 · outbound

This paper cites Text Data Augmentation for Large Language Models: A Comprehensive Survey of Methods, Challenges, and Opportunities.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Text Data Augmentation for Large Language Models: A Comprehensive Survey of Methods, Challenges, and Opportunities

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T04:51:45.158511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 927f5946-6d14-4712-ac0f-a06b00034b2a · outbound

This paper cites Empowering LLMs with Logical Reasoning: A Comprehensive Survey.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Empowering LLMs with Logical Reasoning: A Comprehensive Survey

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T04:51:45.163191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fe4467a-5854-4db6-a794-ac9dd117f2e0 · outbound

This paper cites Fka-owl: Advancing multimodal fake news detection through knowledge-augmented lvlms,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Fka-owl: Advancing multimodal fake news detection through knowledge-augmented lvlms,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:46.772993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 26d3176b-c86e-45bf-8f47-0f1f27d227e3 · outbound

This paper cites Fakenewsgpt4: advancing multimodal fake news detection through knowledge-augmented lvlms,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Fakenewsgpt4: advancing multimodal fake news detection through knowledge-augmented lvlms,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:46.719587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 842a594f-3d5a-4886-ae68-b640ef11c7e7 · outbound

This paper cites Enhanc- ing multilingual fake news detection through llm-based data augmentation,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Enhanc- ing multilingual fake news detection through llm-based data augmentation,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:46.651142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c5088dd3-c637-4aa9-bdbb-716e1c7ddd9a · outbound

This paper cites Bad actor, good advisor: Exploring the role of large language models in fake news detection,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Bad actor, good advisor: Exploring the role of large language models in fake news detection,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:46.603616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6bfbd73a-4086-48f4-9b7b-28890fedafc0 · outbound

This paper cites Explainable fake news detection with large language model via defense among competing wisdom,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Explainable fake news detection with large language model via defense among competing wisdom,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:46.567530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 15f31955-8a10-48ab-9aee-ee9279930787 · outbound

This paper cites Limited Effectiveness of LLM-based Data Augmentation for COVID-19 Misinformation Stance Detection.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Limited Effectiveness of LLM-based Data Augmentation for COVID-19 Misinformation Stance Detection

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:51:45.943796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a8ce4737-c8ae-42b7-b641-3c6d1ce75c30 · outbound

This paper cites Fak- ingrecipe: Detecting fake news on short video platforms from the perspective of creative process,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Fak- ingrecipe: Detecting fake news on short video platforms from the perspective of creative process,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:46.528687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d3bd6b25-4dbe-4df0-991d-bb6292e683b1 · outbound

This paper cites Modality Interactive Mixture-of-Experts for Fake News Detection.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Modality Interactive Mixture-of-Experts for Fake News Detection

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:51:45.916532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 009d28c5-51fe-4b7f-9535-cb20fbf59aac · outbound

This paper cites Dsen-ek: Dual-layer semantic information extraction network with external knowledge for fake news detection,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Dsen-ek: Dual-layer semantic information extraction network with external knowledge for fake news detection,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:46.481053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c4b80329-547d-4871-9e3c-9f4bce0e12f7 · outbound

This paper cites Cross-modal augmentation for few-shot multimodal fake news detection,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Cross-modal augmentation for few-shot multimodal fake news detection,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:46.442454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 53dce378-b298-4e09-9b3d-f1ff7451d763 · outbound

This paper cites On fake news detection with llm enhanced semantics mining,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning On fake news detection with llm enhanced semantics mining,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:46.414778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b331c9c0-0f00-4795-bc67-a0261a26b23e · outbound

This paper cites Diffusion models in text generation: a survey,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Diffusion models in text generation: a survey,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:46.398220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 09c4e866-4723-4be3-b303-9b993b563422 · outbound

This paper cites DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T04:51:45.226452Z

Source-reported events for the cited work

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Observation fab9e7b0-279d-4e8e-a962-87ba50717c44 · outbound

This paper cites Latent diffusion for language generation,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Latent diffusion for language generation,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:46.382648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7b2e67e7-2b1d-4830-a05e-cf67a674e239 · outbound

This paper cites DiffLM: Controllable Synthetic Data Generation via Diffusion Language Models.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning DiffLM: Controllable Synthetic Data Generation via Diffusion Language Models

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:51:45.867384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 66e7ce2e-8a35-492e-94e0-f1bcc7dbe4e0 · outbound

This paper cites An Effective Deployment of Diffusion LM for Data Augmentation in Low-Resource Sentiment Classification.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning An Effective Deployment of Diffusion LM for Data Augmentation in Low-Resource Sentiment Classification

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T04:51:45.241771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d019114d-a543-4e08-b4df-e122d779106f · outbound

This paper cites Incomplete multimodality- diffused emotion recognition,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Incomplete multimodality- diffused emotion recognition,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:46.360735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 338a2190-b2a3-417f-9f92-8360ced95016 · outbound

This paper cites Data augmentation via diffusion model to enhance ai fairness,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Data augmentation via diffusion model to enhance ai fairness,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:46.341635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8a24bf80-0c5b-41be-9eee-d84e1b386669 · outbound

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

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Chain-of-thought prompting elicits reasoning in large language models,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:46.319584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5002b012-ae8b-40d4-81d2-35daf0c9ebfd · outbound

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

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning React: Synergizing reasoning and acting in language models,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:46.293597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9ba3f407-595a-4e71-ad0e-cf76d70439b6 · outbound

This paper cites Lvagent: Long video understanding by multi- round dynamical collaboration of mllm agents,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Lvagent: Long video understanding by multi- round dynamical collaboration of mllm agents,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T04:51:45.265884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4668ed58-7025-4763-a614-b8b11901d7c6 · outbound

This paper cites Enhancing Video-LLM Reasoning via Agent-of-Thoughts Distillation.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Enhancing Video-LLM Reasoning via Agent-of-Thoughts Distillation

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T04:51:45.270470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6061ceed-bcc2-45e8-bae1-f248c5718841 · outbound

This paper cites Detect, Investigate, Judge and Determine: A Knowledge-guided Framework for Few-shot Fake News Detection.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Detect, Investigate, Judge and Determine: A Knowledge-guided Framework for Few-shot Fake News Detection

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T04:51:45.275681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf499b12-41b8-4b58-a6d4-a33e9b673203 · outbound

This paper cites Is llms hallucination usable? llm-based negative reasoning for fake news detection,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Is llms hallucination usable? llm-based negative reasoning for fake news detection,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:46.271342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 65f7da99-86e8-49f0-848b-eec0b587c8ed · outbound

This paper cites A corpus of debunked and verified user- generated videos,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning A corpus of debunked and verified user- generated videos,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:46.245152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0035dedf-cd4b-4ade-a346-20050dc02b2b · outbound

This paper cites A multimodal misinformation detector for covid-19 short videos on tiktok,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning A multimodal misinformation detector for covid-19 short videos on tiktok,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:46.219414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c20713df-98af-4e2e-99d5-f11a5019713c · outbound

This paper cites Using topic modeling and adversarial neural networks for fake news video detection,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Using topic modeling and adversarial neural networks for fake news video detection,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:46.194985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a34a60f3-d658-4de9-9353-c53e3c02972e · outbound

This paper cites Mitigating world biases: A multimodal multi-view debiasing framework for fake news video detection,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Mitigating world biases: A multimodal multi-view debiasing framework for fake news video detection,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:46.176969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 158baacb-d981-4b90-8dfc-dac614da3657 · outbound

This paper cites Mmsfd: Multi-grained and multi-modal fusion for short video fake news detection,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Mmsfd: Multi-grained and multi-modal fusion for short video fake news detection,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:46.158188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 57a9356f-5034-4ec3-8dc4-1eec17caad71 · outbound

This paper cites The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision).

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision)

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T04:51:45.305185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02f16bf3-0db5-4ed4-98c7-72a683ba35ba · outbound

This paper cites Qwen2.5-VL Technical Report.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Qwen2.5-VL Technical Report

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T04:51:45.309770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a6bc536-62dc-4dd9-af19-0ce5c954ea49 · outbound

This paper cites Qwen2.5-Omni Technical Report.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Qwen2.5-Omni Technical Report

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T04:51:45.313988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27cd1f78-1374-4e2a-a5cd-7dad6adb1e06 · outbound

This paper cites GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T04:51:45.320447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1505550-36e1-4d67-bd46-bc227bde2df3 · outbound

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

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T04:51:45.324793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c277a0f6-e54c-4ded-b6d1-de2609a238df · outbound

This paper cites M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T04:51:45.329968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4137a901-e798-440c-bc8b-dd54b1493efc · outbound

This paper cites Unsupervised Cross-lingual Representation Learning at Scale.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Unsupervised Cross-lingual Representation Learning at Scale

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T04:51:45.334273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff82a9e9-aab2-4aa7-8e7b-4c5743d2e6ad · outbound

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

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Learning transferable visual models from natural language supervision,

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T04:51:45.338564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0955c44f-b605-4fe1-a250-3a117806ab46 · outbound

This paper cites Large-scale contrastive language-audio pretraining with feature fusion and keyword-to-caption augmentation,.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Large-scale contrastive language-audio pretraining with feature fusion and keyword-to-caption augmentation,

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:46.131787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 56cf224e-c3e9-4c42-8b72-fbf5952150e2 · outbound

This paper cites an unresolved cited work.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:51:46.116312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9de97982-dc83-4814-91d0-012554b387b5 · outbound

This paper cites These inputs are processed to generate the veracity judgment.

Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning These inputs are processed to generate the veracity judgment

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:51:46.099638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation 669acfbd-b740-4216-8ce5-8c347e332f00 · inbound

A Survey on Diffusion Language Models cites this paper.

A Survey on Diffusion Language Models Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning

Reference 118

Resolution: unresolved; no resolver link, observed 2026-08-05T20:15:23.310901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 584cb8d0-bdf6-493a-9f90-bf6908e0178b · inbound

Maximizing Mutual Information Between Prompt and Response Improves LLM Performance With No Additional Data cites this paper.

Maximizing Mutual Information Between Prompt and Response Improves LLM Performance With No Additional Data Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-14T23:48:38.098404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 137e6bbf-84ae-4cc0-a13f-5e610f413ea1 · inbound

RASR: Retrieval-Augmented Semantic Reasoning for Fake News Video Detection cites this paper.

RASR: Retrieval-Augmented Semantic Reasoning for Fake News Video Detection Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:46:12.756216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f2b58e12-127e-4609-9caf-cc9f3a0df078 · inbound

Many Ways to Be Fake: Benchmarking Fake News Detection Under Strategy-Driven AI Generation cites this paper.

Many Ways to Be Fake: Benchmarking Fake News Detection Under Strategy-Driven AI Generation Debunk and Infer: Multimodal Fake News Detection via Diffusion-Generated Evidence and LLM Reasoning

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:30:57.394536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.