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Paper Citation Record · LEDGER

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs

As of 7 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2506.13038.

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

pith.paper-citation-record.v1
2506.13038 v2

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:41:41.321355Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

56 of 56 outbound references displayed

  • verified exact3
  • verified fuzzy0
  • unresolved53
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6733b557-d949-466a-856d-85eabf5a0f16 · outbound

This paper cites an unresolved cited work.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Unresolved cited work

Reference 1

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:41:41.073957Z digest=sha256:306bce998e4dd871f0c250783ec39fee288d601a8a8d506e1698fcdaf8b963a4

Observation c68edd25-ea0f-4b77-8901-bcaaf58e85ab · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 2

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source=pdf_text observed=2026-08-07T00:41:41.082955Z digest=sha256:c2003730c8327ade4be4d587f45278d71bef25d621eb57142db1024643da9eb2

Observation 0cc4196e-a1d5-4242-bd7b-3baec1de2c11 · outbound

This paper cites Qwen2.5-VL Technical Report.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Qwen2.5-VL Technical Report

Reference 3

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source=pdf_text observed=2026-08-07T00:41:41.087510Z digest=sha256:18d86f827040ba3db2169f2a3d50874f9558bb894b31b2bc9e242342a6ec4940

Observation 68d7183d-d260-4832-a783-88d45cf3c915 · outbound

This paper cites Can LLMs Improve Multimodal Fact-Checking by Asking Relevant Questions?.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Can LLMs Improve Multimodal Fact-Checking by Asking Relevant Questions?

Reference 4

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T00:41:41.092038Z digest=sha256:d86d4eab38de9c2288380a87e4168dad074cbda0ff4b4eb46c9d14467d738c3d

Observation 9830cf20-e016-45ed-bdd3-d6c84b3cfadd · outbound

This paper cites A Review of Multi-Modal Large Language and Vision Models.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs A Review of Multi-Modal Large Language and Vision Models

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:41:41.097111Z digest=sha256:d9d703bb3add35daf67f5777b68ecb5e37d4daa8fa369d042eb45d8c6c0c87fa

Observation 7be2753b-430c-42aa-a85e-a327dd9dd9b4 · outbound

This paper cites Multimodal Fact-Checking with Vision Language Models: A Probing Classifier based Solution with Embedding Strategies.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Multimodal Fact-Checking with Vision Language Models: A Probing Classifier based Solution with Embedding Strategies

Reference 6

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verified exact
local_arxiv, observed 2026-08-07T00:41:41.861461Z

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.

source=pdf_text observed=2026-08-07T00:41:41.101625Z digest=sha256:a8aa9ad5510df8f4ed9ebb1f29fc9ac266f9a674a3c353cc4463c85a272aeac7

Observation 9cdf8c8d-c4fd-45fa-9290-5dcf24594c43 · outbound

This paper cites an unresolved cited work.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Unresolved cited work

Reference 7

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source=pdf_text observed=2026-08-07T00:41:41.106765Z digest=sha256:830cd0bc1489c6f21368c4e34aa6be214e61e35815d16b80a4edcb742efedc93

Observation 132f6fee-cfe5-4d62-bb4c-b71062b8ec96 · outbound

This paper cites an unresolved cited work.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Unresolved cited work

Reference 8

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

source=pdf_text observed=2026-08-07T00:41:41.110752Z digest=sha256:49551747b47b1ad035e137fa7557b0884c861c2b3bfae9cdb282dfd2c24c5eb9

Observation 4554045a-fbbc-4f67-8de3-c0a4b3366cc4 · outbound

This paper cites InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning

Reference 9

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source=pdf_text observed=2026-08-07T00:41:41.114698Z digest=sha256:a7cc368ceccfda5c165773576631c4b3b61017859de4b0f3ee635c1cb46c26ab

Observation 1af143a7-33db-4dca-a3fe-f6a6c82a30bc · outbound

This paper cites PaLM-E: An Embodied Multimodal Language Model.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs PaLM-E: An Embodied Multimodal Language Model

Reference 10

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source=pdf_text observed=2026-08-07T00:41:41.119422Z digest=sha256:d7601cc16b8536e19a0051c99c9f81a4125403d9922a03e53eed275b5a882d40

Observation 348b4a6e-1472-4849-a540-a0b137e8ff6d · outbound

This paper cites an unresolved cited work.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Unresolved cited work

Reference 11

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

source=pdf_text observed=2026-08-07T00:41:41.123972Z digest=sha256:724edf3bd5420e873289392349c4ab51ae664b9246a06a851fb5102d684ed322

Observation 18495d56-3c09-45e3-ba83-fca3334bbf41 · outbound

This paper cites an unresolved cited work.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Unresolved cited work

Reference 12

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raw_fallback, observed 2026-08-07T00:41:42.227030Z

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.

source=pdf_text observed=2026-08-07T00:41:41.127797Z digest=sha256:c18c43a85b172621a74c65727a17403229350fb0ac75f273da1bab7d0702c42d

Observation 842d8467-2ced-40eb-8e3d-c2b993bb75c3 · outbound

This paper cites Large Language Model based Multi-Agents: A Survey of Progress and Challenges.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Reference 13

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source=pdf_text observed=2026-08-07T00:41:41.135710Z digest=sha256:fef28c2ad666de34eabb368d0b0b5459bb73ef4345b3f8f66699a4aaf34e4bf3

Observation 9b388208-b4d7-4591-8255-89f5c7340e4f · outbound

This paper cites A Comprehensive Survey of Retrieval-Augmented Generation (RAG): Evolution, Current Landscape and Future Directions.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs A Comprehensive Survey of Retrieval-Augmented Generation (RAG): Evolution, Current Landscape and Future Directions

Reference 14

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source=pdf_text observed=2026-08-07T00:41:41.140198Z digest=sha256:279b2af208673aa356359777505fd0a0fda561990ed933197d4946630e6b5d45

Observation 7ca3da5d-04c0-4928-b74c-494f0d7ad39f · outbound

This paper cites Distilling the Knowledge in a Neural Network.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Distilling the Knowledge in a Neural Network

Reference 15

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source=pdf_text observed=2026-08-07T00:41:41.144594Z digest=sha256:8493e946d6841a5a729dc4d2208437203ce202e8659f6f4e5ceb7029f6850ed6

Observation 793dd281-4df2-45e5-b832-53281fff8d3a · outbound

This paper cites an unresolved cited work.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Unresolved cited work

Reference 16

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source=pdf_text observed=2026-08-07T00:41:41.148901Z digest=sha256:cadb8a25dfc8334fcf788ec66e0f7e7066c3d05c2195a147aef72f55ac434e1e

Observation 35a3002e-9cce-4c5e-bd60-6eb190269c94 · outbound

This paper cites an unresolved cited work.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Unresolved cited work

Reference 17

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source=pdf_text observed=2026-08-07T00:41:41.153064Z digest=sha256:dd16b18cd32e39a85a2797c3295713920e8c2ef0e971086ed22cdccd9135281a

Observation 5eb9ac3d-71be-4063-8bb0-24052e206ad0 · outbound

This paper cites an unresolved cited work.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Unresolved cited work

Reference 18

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raw_fallback, observed 2026-08-07T00:41:42.190834Z

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.

source=pdf_text observed=2026-08-07T00:41:41.157217Z digest=sha256:19f7e630bf9dfd951732b808a7d4089d63dcf0b4cd7532f68f49cf4a9180b274

Observation d6b414bd-df26-4f29-a03e-166e32fd6a13 · outbound

This paper cites an unresolved cited work.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Unresolved cited work

Reference 19

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source=pdf_text observed=2026-08-07T00:41:41.161450Z digest=sha256:52bf7ca4920dc4ead09f5a4fda7a6ac1064bceca67f2ef84892cce13fb923d23

Observation 2e485334-41ab-4d0c-9d03-895e7633cbe2 · outbound

This paper cites an unresolved cited work.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Unresolved cited work

Reference 20

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source=pdf_text observed=2026-08-07T00:41:41.169805Z digest=sha256:e61e9b92b50d0294fd340e7cd8781cee5dda141e7649119ceeb1d38752fe02de

Observation 4ac7d0d9-8a94-4b37-9c06-ecbc91b87909 · outbound

This paper cites an unresolved cited work.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Unresolved cited work

Reference 21

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source=pdf_text observed=2026-08-07T00:41:41.178163Z digest=sha256:d559f21c8882b8ddd7fb26b40d219e4d052c99c141c08f366f33907aceed3845

Observation aa59e5c2-3122-4d45-acad-cb3e7d0a4221 · outbound

This paper cites an unresolved cited work.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Unresolved cited work

Reference 22

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

source=pdf_text observed=2026-08-07T00:41:41.182302Z digest=sha256:67496ca9e8891e48500c91aeda5e6a809b3d68f7aed56248bbfa9747ffd869e5

Observation 509c61d2-c368-41b0-acff-9481c0d41ee0 · outbound

This paper cites an unresolved cited work.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Unresolved cited work

Reference 23

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raw_fallback, observed 2026-08-07T00:41:42.130901Z

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.

source=pdf_text observed=2026-08-07T00:41:41.186797Z digest=sha256:7e44769555b5db15c142320fe57c07c86c5b088811bd3d7f6bb4c1e13a9c5de1

Observation 4ece0524-9e84-4e7d-8232-70bd215bbbdc · outbound

This paper cites Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning

Reference 24

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source=pdf_text observed=2026-08-07T00:41:41.173904Z digest=sha256:ec40ba6b260425ed5b37463f2d6cecd95fdb594f173c6f8562001d3fa11bc056

Observation 6230defb-181f-42de-b8a4-72bfce8f1af6 · outbound

This paper cites A Comprehensive Overview of Large Language Models.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs A Comprehensive Overview of Large Language Models

Reference 25

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source=pdf_text observed=2026-08-07T00:41:41.195675Z digest=sha256:a696101cce6c2388b09a1adb461e31bd93492daf3dd1850dd7b2d2e7fcbc7096

Observation d4ecdb2b-8ae8-438e-b984-047a2707f34d · outbound

This paper cites an unresolved cited work.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Unresolved cited work

Reference 26

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source=pdf_text observed=2026-08-07T00:41:41.200339Z digest=sha256:110e5983d21f1c9c26f9979799a7727c51faa7c80f6395bd0405acf6edc93056

Observation 8f7cf08b-5b98-4ca0-a7fd-4a1074bb8ecc · outbound

This paper cites PyTorch: An Imperative Style, High-Performance Deep Learning Library.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs PyTorch: An Imperative Style, High-Performance Deep Learning Library

Reference 27

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source=pdf_text observed=2026-08-07T00:41:41.204803Z digest=sha256:233aab075cae6c8b1f2a241bac84279dd6a87c5d2901f3fa760db4ed3faca740

Observation 91bc7b87-df1f-4d2b-bd4b-37da1fde0b73 · outbound

This paper cites Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models

Reference 28

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source=pdf_text observed=2026-08-07T00:41:41.191152Z digest=sha256:f5ba27afd2bb1eff8103a7d9fda43fb6e9536482fb54e0c9adcf8551a29edc71

Observation 2be150e7-1a88-448a-9e0e-286f5b89e75f · outbound

This paper cites an unresolved cited work.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Unresolved cited work

Reference 29

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raw_fallback, observed 2026-08-07T00:41:42.105250Z

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.

source=pdf_text observed=2026-08-07T00:41:41.214297Z digest=sha256:f3e6ac3f81b0c8c430d8350befe2cae162a465f6058bd51e93668a6e196398a0

Observation 3020b471-185c-48fe-8831-f8e6c6d39c1b · outbound

This paper cites ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools

Reference 30

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source=pdf_text observed=2026-08-07T00:41:41.218709Z digest=sha256:776b7a4d35d4dab78e655097920c00df2f8dbdbbc53415181d5aa810f8bef849

Observation ae8377c8-c655-4554-b373-1ba4cf3fe4d1 · outbound

This paper cites an unresolved cited work.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Unresolved cited work

Reference 31

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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.

source=pdf_text observed=2026-08-07T00:41:41.223338Z digest=sha256:d22bcbd8bab4fc81982c3832740f2caaf5294b8c4145f884f4ecf4aff170323e

Observation 4bce0b8b-27f7-430e-99a5-f8af1d9822bd · outbound

This paper cites A Deep Learning Approach for Automatic Detection of Fake News.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs A Deep Learning Approach for Automatic Detection of Fake News

Reference 32

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verified exact
local_arxiv, observed 2026-08-07T00:41:41.661625Z

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.

source=pdf_text observed=2026-08-07T00:41:41.209290Z digest=sha256:fa8595157f8b79e61d3bcd1e17a09b13de18f6d0a52343bb87cc1b6ffb375816

Observation f3ff99b0-380b-4ba6-a574-08357db737c0 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs LLaMA: Open and Efficient Foundation Language Models

Reference 33

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source=pdf_text observed=2026-08-07T00:41:41.231936Z digest=sha256:d75124a97d48de17c3fc21081f2c2fa402ed87bdbe553f3d22e9cdd06c189e70

Observation 530646df-6ece-4f4a-8a30-a0e8b9178823 · outbound

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

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 34

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source=pdf_text observed=2026-08-07T00:41:41.236242Z digest=sha256:451ab219c34b9eb25cc2a64672668b56803e2b7bd0e6039006283475c1eed775

Observation 0cca0437-ae15-44d8-a48a-20f67e4db08a · outbound

This paper cites EfficientVLM: Fast and Accurate Vision-Language Models via Knowledge Distillation and Modal-adaptive Pruning.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs EfficientVLM: Fast and Accurate Vision-Language Models via Knowledge Distillation and Modal-adaptive Pruning

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:41:41.241189Z digest=sha256:c34a6670a0f8dca434622188a051eb60eb401bd60fe4f67228911527a6876d16

Observation 3d756d96-36f3-48ad-98b6-1169fe945e37 · outbound

This paper cites an unresolved cited work.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Unresolved cited work

Reference 36

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unresolved
raw_fallback, observed 2026-08-07T00:41:42.075120Z

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.

source=pdf_text observed=2026-08-07T00:41:41.227815Z digest=sha256:70c0f6217051c8f1909cfda8af3fb0f357a82454d365dda61b678942fd05d0f4

Observation ebad9fba-a25a-4cd3-9484-f0c932a03ad2 · outbound

This paper cites an unresolved cited work.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:41:42.060426Z

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.

source=pdf_text observed=2026-08-07T00:41:41.250400Z digest=sha256:a38499e3aea240745ebe5b06f2ff86a8c9dd327384e3c8048a839bfb82e84fb4

Observation 980c04c6-4805-44a5-a29c-3df482bdf053 · outbound

This paper cites an unresolved cited work.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:41:42.044114Z

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.

source=pdf_text observed=2026-08-07T00:41:41.255037Z digest=sha256:d8ab0930f2cf585472a817d67a24d89411652950d00a26234706b588748081bd

Observation bb8a51ab-aa6b-4aa5-848f-5c191fd055f5 · outbound

This paper cites an unresolved cited work.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T00:41:41.260201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:41:41.260201Z digest=sha256:7522d38ef5c81075e597512562b75682f5ccb4e108b973dc8b5070e669a494b9

Observation 0b2a0c7e-2bec-4734-9376-cdf9a436c5d1 · outbound

This paper cites CogVLM: Visual Expert for Pretrained Language Models.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs CogVLM: Visual Expert for Pretrained Language Models

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T00:41:41.245947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:41:41.245947Z digest=sha256:89258340feb5b419f0ad5896289a4f993aa2fd06147eed9e85879df08d08370e

Observation a7ff48ab-0c92-4102-aea2-27a4d8bd7fde · outbound

This paper cites an unresolved cited work.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:41:42.006593Z

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.

source=pdf_text observed=2026-08-07T00:41:41.275051Z digest=sha256:7812daff1e510090e191610b3496c42bfa84c7158bc23393b46cf6b42511ae16

Observation df8a152e-2018-491c-89d0-95357bbdb902 · outbound

This paper cites an unresolved cited work.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:41:41.991143Z

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.

source=pdf_text observed=2026-08-07T00:41:41.279775Z digest=sha256:3758f45c3b12244cfc23d2dd22c52bdcc4467145648ffe0f3a3be02ae0d10c42

Observation d3d7662e-5eee-4961-b486-6fce43281498 · outbound

This paper cites an unresolved cited work.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:41:41.974888Z

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.

source=pdf_text observed=2026-08-07T00:41:41.284460Z digest=sha256:6a36be36ef61affab345f45b2002cf01057fa11676590e05c32ae0e1c403e606

Observation 14c82572-ab18-42c3-adca-d6ee16419f47 · outbound

This paper cites In2023 IEEE International Conference on Big Data (BigData).

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs In2023 IEEE International Conference on Big Data (BigData)

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T00:41:41.264934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:41:41.264934Z digest=sha256:873f5e097152064c2c9ce4afdfd444411d913c0fa9d74cca46aee88b4493be5d

Observation f3340816-d0e5-46e3-938e-9cada30c463c · outbound

This paper cites an unresolved cited work.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T00:41:41.270192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:41:41.270192Z digest=sha256:3319d9559e193bd1523a67d30be46b6e244d9e56593cd8a92fe906e979750106

Observation bcb3ad11-1f2b-4c41-a53a-264f71f73bbb · outbound

This paper cites VLM-KD: Knowledge Distillation from VLM for Long-Tail Visual Recognition.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs VLM-KD: Knowledge Distillation from VLM for Long-Tail Visual Recognition

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-08-07T00:41:41.418915Z

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.

source=pdf_text observed=2026-08-07T00:41:41.302892Z digest=sha256:3e1b7c4e1d3b8e539238f59aae6632945f96d42e286d6982cd9d8c4941e8788e

Observation 1bdd04ec-4f70-4806-b4f2-8667a752b1e0 · outbound

This paper cites an unresolved cited work.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:41:41.945565Z

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.

source=pdf_text observed=2026-08-07T00:41:41.307526Z digest=sha256:84affdb888398f13384d31921c54091313502b6ea3914440d2f05eee7127dc55

Observation e5529aaf-4b55-4ddb-805b-9c35db50674c · outbound

This paper cites SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs SWIFT:A Scalable lightWeight Infrastructure for Fine-Tuning

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T00:41:41.311937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:41:41.311937Z digest=sha256:30a5053594a1ad7f66b6658b5ab88a90dfce200b5f68cfa84884aedcd221f0db

Observation c741a52b-4f0b-40fc-9822-c554f93fe4a8 · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T00:41:41.317015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:41:41.317015Z digest=sha256:152d807991f7fd8416ba81b30b4135092b4bd1818d3e386f9f2f50137077c19a

Observation 57881eaf-7f57-445e-b815-a5a2167a010f · outbound

This paper cites an unresolved cited work.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-07T00:41:41.960213Z

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.

source=pdf_text observed=2026-08-07T00:41:41.293383Z digest=sha256:fc46dc4d4b7ccc18891f5477c319882bcf0304ec6a305639b81e57208501d466

Observation 5ff143a9-9214-444e-9749-7303d8862c1c · outbound

This paper cites Deep Mutual Learning.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Deep Mutual Learning

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-07T00:41:41.298184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:41:41.298184Z digest=sha256:279d2136177256b58f11c7324dc9cf8c01a88a03a1940130d1b04d7475284e37

Observation 6cbfbc00-bc4e-4090-88cc-c476612276a2 · outbound

This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T00:41:41.321355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:41:41.321355Z digest=sha256:c0ae9b9fd9e6e51316dae7851851da40bc83c99fdbda3907351b87c082846410

Observation df592df5-fd0e-4e2b-a776-21db1b620092 · outbound

This paper cites TI-CNN: Convolutional Neural Networks for Fake News Detection.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs TI-CNN: Convolutional Neural Networks for Fake News Detection

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-07T00:41:41.288686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:41:41.288686Z digest=sha256:b96c79e0ea5f66ff2b1568155e159ec821e7fb38bb81e6d3f0e479a1b1dbefe6

Observation f8c46a01-a762-46e0-bcda-4167f42b4b81 · outbound

This paper cites an unresolved cited work.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Unresolved cited work

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-07T00:41:41.078629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:41:41.078629Z digest=sha256:9f7024691b5e0654802d266549a6a1eddd6eaf0055578b9256269947ddf19833

Observation f983fa7b-7620-4269-b888-f43d59459e0b · outbound

This paper cites Evaluating Object Hallucination in Large Vision-Language Models.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Evaluating Object Hallucination in Large Vision-Language Models

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-07T00:41:41.165585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:41:41.165585Z digest=sha256:9b599ef27a60b9d17ab7417adb33f5f7f17f461060708a5a21da8429af2c53c3

Observation 80cb4823-e06d-49e5-a457-accbaff41aeb · outbound

This paper cites Synergizing RAG and Reasoning: A Systematic Review.

HKD4VLM: A Progressive Hybrid Knowledge Distillation Framework for Robust Multimodal Hallucination and Factuality Detection in VLMs Synergizing RAG and Reasoning: A Systematic Review

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-07T00:41:41.131667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:41:41.131667Z digest=sha256:86f2114adf4b2c493d974dacab3ff8055095c4a470fb2687b87ee3f2ec0cd1cc

Pith citing papers

No inbound Pith citation observations are available.