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Paper Citation Record · LEDGER

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs

As of 7 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2507.22003.

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

pith.paper-citation-record.v1
2507.22003 v2

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T12:12:23.737680Z

measured 50 of 50 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

50 of 50 outbound references displayed

  • verified exact1
  • verified fuzzy6
  • unresolved43
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2bc7dd3d-1f43-40f1-8d0f-89bcb6dddc11 · outbound

This paper cites GPT-4 Technical Report.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs GPT-4 Technical Report

Reference 1

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source=pdf_text observed=2026-08-06T12:12:23.520746Z digest=sha256:f6d596780c1aedc6e651878651a84e7c508624773b52c20aaac00555519c5730

Observation 4ea0b0d7-4cd3-4a7f-8ec9-9af145028f45 · outbound

This paper cites an unresolved cited work.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work

Reference 2

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source=pdf_text observed=2026-08-06T12:12:23.525616Z digest=sha256:036e6f114be7d51560b2a39242314b26562c2ad336ecfe3ec7cd45ab797bf712

Observation 70656234-ccfe-4790-b2aa-9f3d34e43bcd · outbound

This paper cites ALLaVA: Harnessing GPT4V-Synthesized Data for Lite Vision-Language Models.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs ALLaVA: Harnessing GPT4V-Synthesized Data for Lite Vision-Language Models

Reference 3

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source=pdf_text observed=2026-08-06T12:12:23.530239Z digest=sha256:b30a6780f0ed518a9812df4bfb0149e9af30eb1c5fdf0518b4683afa88d47ee1

Observation 1608fb17-ee24-4485-8401-70d2e5bc5261 · outbound

This paper cites MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning

Reference 4

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source=pdf_text observed=2026-08-06T12:12:23.535026Z digest=sha256:6ab3235f830a30d682a9b0fb47f14e87980abc37356068e93bf1679db4f65343

Observation 599902c4-8f87-49df-85a3-84537e396023 · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:12:23.539726Z digest=sha256:8031986b29897113043d8179da6704f4641b9f8807d1fce3a2ef22bad14ad559

Observation c992a603-17db-421f-b2cb-c479f6302799 · outbound

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

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning

Reference 6

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:12:23.544519Z digest=sha256:7257618b262d36759dc4003aa6b67b2178980db6f8d0a21aaa329626551f7b6e

Observation c8ac91ae-b56a-4e90-be08-a2662244a519 · outbound

This paper cites DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Reference 7

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:12:23.549507Z digest=sha256:2af39ed759903c99c86e8accd86959382dce254105eddd82ce1169c8da7cd686

Observation 19570032-493c-4a2b-ba73-e2dc76125abe · outbound

This paper cites an unresolved cited work.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs 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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T12:12:23.553925Z digest=sha256:6af8de8aabff49a1118966fa77769443ecf9d87b7ad6fe5a09284a4c27f8fded

Observation 7c577c89-7a9d-4e85-a3cc-d7e6067ac6e4 · outbound

This paper cites Visual Hallucinations of Multi-modal Large Language Models.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Visual Hallucinations of Multi-modal Large Language Models

Reference 9

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source=pdf_text observed=2026-08-06T12:12:23.562660Z digest=sha256:db73cb4b843ab1d738c37548af600c5a13793cfbf90b5e6130c403f7dcdcea70

Observation 2df76ad5-470a-462b-9220-e003ad1b6221 · outbound

This paper cites Tag2Text: Guiding Vision-Language Model via Image Tagging.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Tag2Text: Guiding Vision-Language Model via Image Tagging

Reference 10

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source=pdf_text observed=2026-08-06T12:12:23.567197Z digest=sha256:398eae1d87d6dccd00b722430bc7f1fdc6ab1719703fd587d1cce5b9fef4eda9

Observation 976adbad-c06c-4c18-bffc-9bf13f83369d · outbound

This paper cites an unresolved cited work.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work

Reference 11

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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=2026-08-06T12:12:23.572219Z digest=sha256:5747a08f31d79cb1dad3817fe02a7be8dc671283748d24283d8c241e9238cf03

Observation 9d71b62d-b2f8-4526-b63a-a63e20532c00 · outbound

This paper cites an unresolved cited work.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work

Reference 12

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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=2026-08-06T12:12:23.576483Z digest=sha256:dba4b3fba00d9c5579b7c12b8b0bed41f269a66a80aa49da97825125f6a494aa

Observation b53fd17c-1649-4e1b-95b1-7ef22e9d64ae · outbound

This paper cites Segment Anything.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Segment Anything

Reference 13

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:12:23.580638Z digest=sha256:11b4dc2428c664d6bac5714dcfccad702308532942d203fb46211c2ebd8bc7a8

Observation 3079f418-eb6f-4fd2-a8d2-d82cb617ea1a · outbound

This paper cites Blip-2:Bootstrapping language-image pre-training with frozen image encoders and large language models.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Blip-2:Bootstrapping language-image pre-training with frozen image encoders and large language models

Reference 14

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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=2026-08-06T12:12:23.584758Z digest=sha256:73ad6b2bd872f70ff5979d0dcf5d4996f889a958bf3797e83053900f997cb81e

Observation 8f220899-d6ee-4558-999a-bdf5ffa30c79 · outbound

This paper cites an unresolved cited work.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work

Reference 15

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raw_fallback, observed 2026-08-06T12:12:24.445937Z

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=2026-08-06T12:12:23.589312Z digest=sha256:4798d858ee0c1d56c9d6f4951ac94455a88262f199baab8c32a88514e843d2cc

Observation cd2cddd5-2d55-42ad-8a9f-34ea7f895090 · outbound

This paper cites an unresolved cited work.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work

Reference 16

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:12:23.593601Z digest=sha256:613276d9d0582cd0c8aba030f1f677ff80715e37caf5ebd3db9cb065dd476ea5

Observation 3cd87e85-fb20-4292-a599-6a4bffb3f2b7 · outbound

This paper cites an unresolved cited work.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work

Reference 17

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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=2026-08-06T12:12:23.602898Z digest=sha256:7a952b0d2b0160c0ad4240d8c86347cf19998f52955719592eee76db6603f136

Observation c248906e-c7aa-4b79-8443-9c1623086c59 · outbound

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

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Evaluating Object Hallucination in Large Vision-Language Models

Reference 18

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source=pdf_text observed=2026-08-06T12:12:23.598374Z digest=sha256:8251de0d85e0a2302572a59355d4cdde102c6090e29ac5393f200c5a05774ec5

Observation 3edd9ed8-dcd6-478b-be83-96884a2ae491 · outbound

This paper cites ImprovedBaselines with Visual Instruction Tuning.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs ImprovedBaselines with Visual Instruction Tuning

Reference 19

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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=2026-08-06T12:12:23.615890Z digest=sha256:c0114d04d800507e050dfb839f458df3515e8378ec69f8af9934bb4d0c63069d

Observation 0012a1b6-2a45-46a6-a244-c952b79d3540 · outbound

This paper cites an unresolved cited work.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work

Reference 20

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source=pdf_text observed=2026-08-06T12:12:23.606944Z digest=sha256:ef749e355b38d70424e4f4628cea52f7b2a306323679917445c9075b67ef9146

Observation 61698939-4b76-48da-98cc-056cd0074015 · outbound

This paper cites InThe Twelfth International Conference on Learning Representations.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs InThe Twelfth International Conference on Learning Representations

Reference 21

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verified fuzzy
raw_fallback, observed 2026-08-06T12:12:24.398134Z

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=2026-08-06T12:12:23.611176Z digest=sha256:a21491ab48b617f86cd492c15cbd17b6f3bca1b66368777a26eb4e638aec01a3

Observation 93742abd-fa1a-41ed-ad54-447f67919051 · outbound

This paper cites A Survey on Hallucination in Large Vision-Language Models.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs A Survey on Hallucination in Large Vision-Language Models

Reference 22

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:12:23.629152Z digest=sha256:7b19d591ab0379e6556305e02c3d59dfbeeda12b44a71c45620542e40e46a83e

Observation d50e9465-1552-428d-badd-fce248cb7ed9 · outbound

This paper cites Improvedbaselines with visual instruction tuning.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Improvedbaselines with visual instruction tuning

Reference 23

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raw_fallback, observed 2026-08-06T12:12:24.368349Z

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=2026-08-06T12:12:23.620203Z digest=sha256:a28469f7bcc8fed78975b0e23b403f0569d7d02f6059003c117a52989bf26841

Observation e2f71ef9-b32b-449e-ab9e-9fcc5f96542c · outbound

This paper cites an unresolved cited work.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work

Reference 24

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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=2026-08-06T12:12:23.624809Z digest=sha256:c46fb13ba11c676cf1f4ddaf2a86fc7b27b24fdb0945c71f837b65faef359128

Observation d4f9b132-d9f8-4193-82c3-28bc7b649da8 · outbound

This paper cites an unresolved cited work.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work

Reference 25

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source=pdf_text observed=2026-08-06T12:12:23.642067Z digest=sha256:1f7284f12fe8c4c75e9ef0a0b253e593abf59b3c33cb6835e78ccfca25af6305

Observation 4cd250ce-9732-481c-a872-eef20a0539dc · outbound

This paper cites Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

Reference 26

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source=pdf_text observed=2026-08-06T12:12:23.633554Z digest=sha256:5f6053c08d244e751c18576b1acac23293d7090a843101ed7142d9408b5520f6

Observation 067240bc-f87b-44a7-9592-cb81a954fcb6 · outbound

This paper cites an unresolved cited work.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work

Reference 27

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no resolver link, observed 2026-08-06T12:12:23.638124Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:12:23.638124Z digest=sha256:c6780a270f044cb4f6b73ca357bcb71a3a2f65743f5d6025e233320450469d99

Observation 5f765f54-6aef-4994-89ab-a45e1ea5a0dd · outbound

This paper cites Alleviating Hallucination in Large Vision-Language Models with Active Retrieval Augmentation.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Alleviating Hallucination in Large Vision-Language Models with Active Retrieval Augmentation

Reference 28

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source=pdf_text observed=2026-08-06T12:12:23.654603Z digest=sha256:2fd685c49c28bd794d1a063eec47cb6dd73330068dfa9703a41d1b6a1c6c4e03

Observation fed1b441-fc27-4cd1-a36e-6cb344752092 · outbound

This paper cites an unresolved cited work.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work

Reference 29

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unresolved
raw_fallback, observed 2026-08-06T12:12:24.317286Z

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=2026-08-06T12:12:23.646135Z digest=sha256:5c0a946521463e2dbb5fc67a75e232ffb6a3fc2fb3bc1b9798e41109fc6a5be8

Observation 09620b20-cd0c-48d9-89c7-fae8b7a896bf · outbound

This paper cites UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild

Reference 30

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source=pdf_text observed=2026-08-06T12:12:23.649867Z digest=sha256:d9bda8585ef088f85d051782c9635911b3ef8ee24f2c480a3e4b35ac7117aee0

Observation 5f9e02c2-217e-4996-b071-96965ffff19b · outbound

This paper cites an unresolved cited work.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work

Reference 31

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unresolved
raw_fallback, observed 2026-08-06T12:12:24.272050Z

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=2026-08-06T12:12:23.672786Z digest=sha256:1049f3d6b2296808734ed6be10d395ee67790887e8b451ca74ecee42b632e474

Observation e2735e04-2fff-485a-86a4-c90efa154757 · outbound

This paper cites an unresolved cited work.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work

Reference 32

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unresolved
raw_fallback, observed 2026-08-06T12:12:24.302358Z

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=2026-08-06T12:12:23.658952Z digest=sha256:94f9560443731eccca4dbc057d73f980bf7eea4eb61a12ec786ffbca6a022c60

Observation 2a5b7416-c348-4c66-9d72-48ecc1c29013 · outbound

This paper cites 6967–6977.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs 6967–6977

Reference 33

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verified fuzzy
raw_fallback, observed 2026-08-06T12:12:24.287413Z

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=2026-08-06T12:12:23.663755Z digest=sha256:dce0480d20b064e47ab252806519df303dab5aa42a8ca54581bf7afa20ec0000

Observation db3686ba-048e-4d1b-bf9c-d121229bb5ad · outbound

This paper cites Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks

Reference 34

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:12:23.668365Z digest=sha256:4023d793e768e9c55c07912051ae0097f12e8256a12e588019f746bb306d98ea

Observation 95153f93-0b08-4be7-a40f-5c9f3ef25d0c · outbound

This paper cites To See is to Believe: Prompting GPT-4V for Better Visual Instruction Tuning.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs To See is to Believe: Prompting GPT-4V for Better Visual Instruction Tuning

Reference 35

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no resolver link, observed 2026-08-06T12:12:23.689342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:12:23.689342Z digest=sha256:c3543ffafd09d7a26aa65e1c27e757c4ed9ded13bd10add29fe36f7804525831

Observation 03ab2bff-825c-4bc4-bef6-ef250b51c9c8 · outbound

This paper cites an unresolved cited work.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work

Reference 36

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unresolved
raw_fallback, observed 2026-08-06T12:12:24.257252Z

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=2026-08-06T12:12:23.676867Z digest=sha256:3c3b063c6d1aa16e02d6052e6b24dad484098474bba21bc8d9e0a76b4e2281ce

Observation 60ab1ed3-5850-405a-acd7-970e6fd8e05f · outbound

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

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs LLaMA: Open and Efficient Foundation Language Models

Reference 37

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no resolver link, observed 2026-08-06T12:12:23.680766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:12:23.680766Z digest=sha256:497f03db28ec506187da06d9fdff7848ab36f8882e1ba9e4bfb4a0e4555757c4

Observation 58b58b77-6ad0-4e36-a250-565da7c53237 · outbound

This paper cites Getting More Juice Out of Your Data: Hard Pair Refinement Enhances Visual-Language Models Without Extra Data.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Getting More Juice Out of Your Data: Hard Pair Refinement Enhances Visual-Language Models Without Extra Data

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-08-06T12:12:23.901133Z

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=2026-08-06T12:12:23.684770Z digest=sha256:1f5eee0ffb317a4cdf6afdc306054c385ded9fc493a14d164718170a17e0b532

Observation b3d8d813-aa58-4a52-9185-6336b493b57c · outbound

This paper cites mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T12:12:23.706791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:12:23.706791Z digest=sha256:72851cb53d08dc8f540fb93108d871b5e7005dd847c7d2ca6bf572a8707afbe0

Observation 2eb220b0-ca2d-4e82-97dd-26f200504af1 · outbound

This paper cites an unresolved cited work.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T12:12:23.694106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:12:23.694106Z digest=sha256:be6c352ff6981b15ef5adf8000948eb5cc193020d662ab9342c6773de6346834

Observation 4e6513e8-0cca-44a2-a7f9-aefb808b6de5 · outbound

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

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T12:12:23.698194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:12:23.698194Z digest=sha256:af24496d4f11c9336443940add51be43b609a9880040c9192b1c0b80a64ec706

Observation 079f3b3d-5735-4aae-8912-50299f8afd1f · outbound

This paper cites MiniCPM-V: A GPT-4V Level MLLM on Your Phone.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T12:12:23.702444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:12:23.702444Z digest=sha256:f719632b0264d9d9be91d60ec4e01cdc60817c83196c7836572d58f5b0e3ec3d

Observation fa0c5cbb-159c-4958-a8a7-953624be910f · outbound

This paper cites an unresolved cited work.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:12:24.189184Z

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=2026-08-06T12:12:23.728949Z digest=sha256:589220d376fde00339864eaa9f772c59d5ba7fd41cb48b64ace056eb9d8b601f

Observation da836548-0682-4f3c-99cd-2b1cf5ae88c0 · outbound

This paper cites an unresolved cited work.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:12:24.232476Z

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=2026-08-06T12:12:23.711363Z digest=sha256:74b551c9c7df66717154b48675cd4dcd8233f3e23fd83eb5ead6d5b2a1fe02d3

Observation 67496916-1c61-4525-a222-b06c7edb9282 · outbound

This paper cites InThe 2023 Conference on Empirical Methods in Natural Language Processing.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs InThe 2023 Conference on Empirical Methods in Natural Language Processing

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T12:12:24.218391Z

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=2026-08-06T12:12:23.715524Z digest=sha256:b058b1157ccd5c05c283fb8f93c74b4ac67828b352fdc9f32488941d357d84ad

Observation 8654c27d-aeeb-40da-b93c-aefb786e37c6 · outbound

This paper cites an unresolved cited work.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T12:12:24.204206Z

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=2026-08-06T12:12:23.720304Z digest=sha256:f95beedbfac35516db077aeaf54449b665cf2058a7341ade50a05cf8ffeba284

Observation 97ad923d-58ed-42ce-87c0-4154746c5279 · outbound

This paper cites Faster Segment Anything: Towards Lightweight SAM for Mobile Applications.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Faster Segment Anything: Towards Lightweight SAM for Mobile Applications

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-06T12:12:23.724237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:12:23.724237Z digest=sha256:5216040a73bb80de5267c1c61ca83ac12efee3e01603732eee3be7d455b03828

Observation 93582423-8101-4365-9af7-9004ec3cf2ba · outbound

This paper cites Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T12:12:23.733399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:12:23.733399Z digest=sha256:95f12a5de70b0cc9277c0497afa6821dae78356d62c378387fd624a776121c53

Observation 81629294-84a5-4d9c-a66d-6cb04a6ec91f · outbound

This paper cites Analyzing and Mitigating Object Hallucination in Large Vision-Language Models.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Analyzing and Mitigating Object Hallucination in Large Vision-Language Models

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T12:12:23.737680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:12:23.737680Z digest=sha256:bb7a9c24857b53c05ba7efe9edd4e5951aec7a846493a44288b867fd76fe95dd

Observation 4fcfd58a-9854-4cbb-9a6b-af3f2a61b84f · outbound

This paper cites Composer: Creative and Controllable Image Synthesis with Composable Conditions.

See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-06T12:12:23.558384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:12:23.558384Z digest=sha256:b13bd4b91579c27770f1ad446c23c48faa55fe4b37faa132118e5b17ac3ed5be

Pith citing papers

No inbound Pith citation observations are available.