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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 8 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 2026-08-08T06:32:00.761636+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=sha256:86595a041fd2a6b43871038ef763faebb705ab668f3160fc668c39717dbb7384

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=sha256:492b68b6eb493e555b7102ab3fd4bc18066a903f1caa8ddc3258697db5b05eae

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:a438070fe23d0f15e81ea14cda6bc9de553d07390867c4bc4d9cc933b14a8ed0

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=sha256:201394cd9999f8d6db0a0cf20e3ca5b19d45a1eaaa8a137748bc906af99ec3cc

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

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source=pdf_text observed=2026-08-07T00:41:41.097111Z digest=sha256:eee505166cb69d8a8a4707d0a6a9f4f3672c5364e439b6a35a0239a603eb1fa1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T00:41:41.101625Z digest=sha256:af1c0036459cfcce6f45cde6ffb715632175f76db52bad58cddafbd5a98c52ff

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=sha256:62dfdb8533f64663006e381f37fc6538e4ec5a8794fa8dd9916c5e1e091b9f93

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T00:41:41.110752Z digest=sha256:7892cf85f4eccd470c19ab6fb6f77af8cae955b4d3dd1c440a139b8a3c4ab0a1

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:b8a1acac3fc80f17a780fd834fab570687c5372e07f087e17f60e12ad43118f5

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=sha256:0a0f26aa1a414bab7fda8088696a9dd23590fba7df6fae94d313bb69c6c0c790

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T00:41:41.123972Z digest=sha256:dc6543617fd4c1ad50e17f5edfbf4064e21ce4e36bebf43fc13daf23723b9cbf

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T00:41:41.127797Z digest=sha256:5451581ffc17a0f4585fcc2ac1604eebdc6d4fc01a3a3bbcb6c86a8235822a53

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:eba41992eba669b8ee95c2a8b291d340a0a483f7830e4f9f990395e62fcedbfb

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=sha256:58da4999e1794899c0c4c266697c3d0b50faf70998e2750e1d843a33b7056655

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=sha256:37e764aae0b5bf06134c77dd11ba9cd4af2691d89ee1027b2b487f43bcf4db63

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=sha256:9776093d1aeec8a1d5838dbbe3def965bd3531c55f90961fe7fe4bd596c0bc97

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:b9fa41b025773e06a4b0de9243c73b212d48fe1261582a51a106f5fda0a99d7c

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

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

source=pdf_text observed=2026-08-07T00:41:41.157217Z digest=sha256:3cb693a996519ac8553649da36d32d0911f0489bb002b2f49f0a75cad185b8d8

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=sha256:3c7d92c8880a32e44d71bd3483d4eaa4fb62c52526b63bec1f674d41be8ecb56

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=sha256:0ebc18b269d1b4c8f04c2b174068087e844cd6b10e0a5976e5df02bb434b5b79

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=sha256:3a2f655f4a78b1752e5d57d134989db196fe97ec9ea866b98ed2f3215ff83ecd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T00:41:41.182302Z digest=sha256:6154cb78eaae4d79b9fe61e285e79ae2e80667f83eb952c91b0ebde75544a487

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

source=pdf_text observed=2026-08-07T00:41:41.186797Z digest=sha256:7926cd3ed3b350d906afb2528b0a593f0725fa25ebe3c1f978abfb6f51f4b932

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:c8c8aa951c77e8d1b60f91b12ce9490922ca7d6454f0e1a7700a22a8c3ccbb77

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=sha256:3ebea87cf3a72b2e5cb8ca98aef439a2e381671c35ca34f19e9c0bfe90c7ce9d

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=sha256:9f8bc9bbce8d7485930cf9585b389af05a26f1331148868d63abdf53d6d33e54

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:df363f3309a1b8024e1eb599eb04ac058288ad60c6f82336e35d79336e97bd1f

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=sha256:880f371e64aa55530bf41ba6c4dcf7e7d7e5881feb70cd6bc6be7923cb65e8ad

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

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

source=pdf_text observed=2026-08-07T00:41:41.214297Z digest=sha256:13ec1184c5bedaeacd8ed3d95c17a9a62cf0761cbe022a27117144af7b451cac

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:c96b6b6da262abaf4ae5cf22c35ce0d69dcc7fb1bed1aea7c7da4a3940e6e1fe

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T00:41:41.223338Z digest=sha256:f82f3d1cb92fa66e5f109ff68e67ba11510e0fe95a5dc83b6fd06ad98ece7aa6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T00:41:41.209290Z digest=sha256:39ff94952d37dec56ca2b3bdcd0d5e1ea6197da40badf9ce75e0ef96831a5c4b

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=sha256:804dc6f81b24286576620db1c238165f841a73c015f3354ad80325afa01b4151

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=sha256:2b976a794c739bca236768c41e7cf53ecb692140633d8952365bac7881a001ab

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:f695318d7bff317ed4a40723176eb67aa1e628128626fcc997392d5b9dfff7e3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T00:41:41.227815Z digest=sha256:dea5f8c4d808199be1e699b41b5bdbe95c3353fadd6a26b51373771a8d3cf7e1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T00:41:41.250400Z digest=sha256:685ec2c2e805e33d45e9129e947cb37775e86ecb77bdeef94507ba6e03a5d243

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T00:41:41.255037Z digest=sha256:817f749e54d14ce7531ad60290a1300bfd1a3fd34c0a041bb1c976c87d847d4c

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:d1a000679a68d5b0a10bc601e16abc8c31eeedce3ac8a385107600d83b5c94bf

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:a23fe51ff7871b1afcc64a2ce16d9fc784d2cf8dfdca3df18e8af62634af9dd7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T00:41:41.275051Z digest=sha256:ee15c3d485e731ed561a755d769693c07105b3337530553e6a07972d45483a1f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T00:41:41.279775Z digest=sha256:e41f4b95c8030c70933ee57993297bf8ad9241286d11d732cd344cbaa6b6a35c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T00:41:41.284460Z digest=sha256:406f4ae70fa0cf9b46769c30cf8a7a8299671218660842e2c6d7f78a9ecfd9d2

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:a048cf6f4ab28b0e5494f77efa9377ae24298b7fd70fba8c680b7f2bf08f8f81

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:c18514cf51869af9eeda894e9d5f06718229ffc26003df53e6ba4acdd38f12fe

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T00:41:41.302892Z digest=sha256:e80488fd8e271619b8e37b5ef4bf89367daaac8dfbe4425cc8ef8fa25103a5f4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T00:41:41.307526Z digest=sha256:46b80249f9084ccef7acaf5edb2b364acb5884a846da467e7b541553ec65afbf

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=sha256:406e204282970f003d5eae77499ac41f78df466b10e3c15c83cb43aba03534dd

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=sha256:2533c455424923d99135850cc7368ac2702ea5d2018f6de7a9d51cd7b692434a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T00:41:41.293383Z digest=sha256:cbd5d57250432446889ebeb88b2ef7dce6bdbd80df6623edb04cf5ed441f74a6

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=sha256:0809b92495424935a1b2cd3fb8ef92057157ecc80fc1169dacc287866cf31b72

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=sha256:03d1218947c125a612773a5091c1e65fd9e711fdb52f8a0addddfc6f51365ae4

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:b82a4c3029a93814d091e55954ca71f6433d102d0d33f4045c094de98640bf21

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=sha256:043e8160b0ddd42100a87b240a4dc60e27770aac472ed287a8f93ccbc3355e77

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:d8cd174e352d40fa8463fa8d711af40c614cd88fdf5de33a0da661ac563cfbd5

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:b63ba983fd1a844076e26f788939d8a1d5ab326e36cbde687d687b511ac84757

Pith citing papers

No inbound Pith citation observations are available.