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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 19 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 2026-08-19T06:32:44.657259+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=sha256:8e3afb265534ababd4d205d9f19efb39a628390972a80129222652cb285989d5

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:d056d5133df58ce88069cc9cf982ace53aec5a12c012cdcd1403f50477615df8

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=sha256:2f76be1ea9727f931e8d613e87498013dfe8593fdc26ee4b308d7b1fdc4e601a

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=pdf_text observed=2026-08-07T00:41:41.092038Z digest=sha256:e6fdd123098ac7cdad09e908dfc1a99e72b1161fa807455eea91d7b5003cfd7b

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=pdf_text observed=2026-08-07T00:41:41.097111Z digest=sha256:f711ec7fc2d532e9da768688290e8760d867690eb041c2918311b0e427c58e2f

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:41:41.101625Z digest=sha256:2e8ae76efd7eb621166895ac4c31faad94f29172545d5ffc44d197fc050f24ee

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=sha256:7bfba1a08affea701401f6718f65a93854372cd1eac16205ef8f15b82b1274ac

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:41:41.110752Z digest=sha256:0356939daa3b676b036f534faf78f9757f18e5b2e25fb0752b826eb2170862c6

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:ad098cbd014d9d879aa007d1a92341009c62ee7533cfb3234138598f70aefba9

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:ffb8059ab5bdb952ef6bc23d2646d1b6d89a1cbccc033e1dcc626980641b25b7

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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raw_fallback, observed 2026-08-07T00:41:42.241790Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:41:41.123972Z digest=sha256:9e4fa6247230fb8605202e03063f256d1ed099f1c348d005eea146e6e2abc560

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:41:41.127797Z digest=sha256:2e006df6da8781f15fd549f2e78f71df2665af0a39ad39d6de43ba48cbfb42c7

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:f4ccc206f7d28e95472ab343f82c50dc9e6c8e05334ad602b32c65264e3be346

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=sha256:7171d5bea5659ff1e4ada2ee616f9f94a83e2fa95d8cc818c26c941555d9cc18

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=sha256:9070caaaa458a44ee35c2f6ac3b9206a5cdea9a2b401bd76cf9edc1a1b91b695

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:b4d8dd42371e98f550a54af15690e7e7c4295d0da84f46e9a444b745b54459ea

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=sha256:004ff2d021907cf8d967977d68017b977f792af6fbbd255a7ca1553f6c13dfcd

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:41:41.157217Z digest=sha256:1d4ec17a3b3719eb19a01b8f79406e9d67fdea5473f32638ed28ca94755650eb

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=sha256:322152cfd8734d512c5ab9c5cf576b89032f0a3a3d77cdf0cf5a487e43acf555

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=sha256:878b175cb360e98ca2fbd10894bc0199d554c275c84bfa07eb58429b8f559a43

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=sha256:2df7b632a24304a074f970fb8a28a882d9e0efc39547e93f268cffe766786f15

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:41:41.182302Z digest=sha256:d4ec40803a50577f1ad5f2a65a4b0577652e02ff4825a4ff55c8fbf7437646a0

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

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:41:41.186797Z digest=sha256:2ff640c6e876b9858b8ae0d906bc37b8e1f85913ba004b07566b4c35d48118fa

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=sha256:1adbed4f115246a15f03768a1b323943cc7f66ac4313056a80dc5a6dd288dd72

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=sha256:5bd18b6d1406e73f5338bd4333170094ebe4d5e22f1b605cbd03309a10c91f11

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:41:41.200339Z digest=sha256:aa07a5d813256d2eb2f2cb5bcc9e5f1f603dd98a4c568245ac13ef5f0c9bdcd2

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:a51e7e63d615925bb70c1add965c1d62077479e4e4edd849b6c85d4ac509c190

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=sha256:4f8a37b7f3337100ab42188287e859fc4914aeda5c5c9e9a00de0201983f41f7

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:41:41.214297Z digest=sha256:30c3bcae57201f83b647a30fd2b1f2bdc948a0ee3ea3b29a27cef5261f0b4d22

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:f59b8dd0ba7a6ba8b4c220bd567d8497ccb67c537314913ab52004c65f449745

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:41:41.223338Z digest=sha256:e79a4af5b091347ff4589870168b21a34fb8dc28bafbd0b26cb0fb51ecf87a3b

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:41:41.209290Z digest=sha256:229b3f99a1fc49a9ebda27a11244968860691f9e444f449c63f78ca563822d6f

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:41:41.231936Z digest=sha256:010158216b8a5e0453a8643477be97b23f532b4d32cf491ec9fef0c4f30ecbf8

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:41:41.236242Z digest=sha256:913b1e31a0de34ff859df64140c4d3c0a3f30fec27ddc68f509961cdf3f26867

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=sha256:7524c52850104d3a394e5e6a1d780e05222994eaa582aa477e772ea3e25f29b9

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

Resolution
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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:41:41.227815Z digest=sha256:b0d8657f57e3f74b533250015e7061891df5a44705222c7523e6b86affb28e26

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:41:41.250400Z digest=sha256:7fe6787181e642dd2cce6c63fa468bfdc72461592f1a4eff2885332f792bd0f1

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:41:41.255037Z digest=sha256:8c0a88e80243a13cd3608f05c489808880d50a08c3a1b2672a44773f73abe314

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:aa982d0058cccdb381a208163c6971de6e8414bf7ebfdc06879cf95728699e89

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:b22f6a89eab1e857fe8e830a3221cf752eb36e70deccca6f1ec4b596d7aff9b7

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:41:41.275051Z digest=sha256:aeb4dadb7b3bd00a59c11653f23e8cb5198399a2821edc637ff9e04309946f11

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:41:41.279775Z digest=sha256:b7f68df5a86745bcbcd4a18a4cac1d64ddf718bc6d0fd8e327ac06e84a6b1322

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:41:41.284460Z digest=sha256:1309eb4e76efc78ced9e9254f5b8f83e8643ca48a6d6acdfe5e231ee5e266975

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:af6c2e68cda0944463bd23ab6b8feb7c33cdf0903438cf058b5157d87e02d593

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=sha256:6448ea4c6e9e20d4217fc440cd2531bbe83b4895d93c3a47deb585cdd41d9463

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:41:41.302892Z digest=sha256:2eabbd7adadc6ee39344bd3e43ea720e4a5546f3ccf678b56c06a56946bae41a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:41:41.307526Z digest=sha256:5efd538ca85d080b5e023e05636c91980c3a3d3bda2483b613b7dd5fe6ba5576

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=sha256:55b1b9c8e261e61914d9834fc899e221e0190eeea8ab3e130040eeeb3b272362

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:c5b57681b3ec281dd2e7e93ebfef0b056020f64767989feea6df4c3ec23902bf

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T00:41:41.293383Z digest=sha256:a3be2182417cfaf82e0d79c17edc404b7554d602eb71c33e582afc07345ccd7d

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=sha256:7cca6214556191d24f616401c171a4d9ca6027c297bf793befc072341f3eac01

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=sha256:7a31096e2fa3f3ae7057c98c67a18bbef80a70ad11b0f8f481961dbb893f19f1

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:fae3777e1854fbc521e94f027c80a1466eec4a603b4485e38a7a843b9d3b669f

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:e149d1965121b9247d460b4913ebedd14321296c4cb6af76f97519fe306b5d6b

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=sha256:528a24809c582cf90a464fb15157d2ad5e7c72754d6fbc24baf244c65c9538b0

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=sha256:4ef890d4b7f576ec68eff50f4fff47daf889f34256bf1d9c23f1acf3dbb7fef3

Pith citing papers

No inbound Pith citation observations are available.