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Paper Citation Record · LEDGER

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

As of 20 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 2026-08-20T06:33:59.587034+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:d049a280105aef5f08dfaf10eca3a2ed852f2ba4d32259d100aa6dcf767c5190

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=sha256:1fc9ec5bcb12329e21ba5f1cf86cc13030e21431f48eca894281a4009f28380c

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:c1313fc782b52bd8e51de47a894b503e4ea72fb179d3423f9ae1e0906d2fb100

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=sha256:1ace9dbbe27c809640eeaf8c934b7226e405ed0386b89dca1aac2c697b6ae21f

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:c63279bb6b0cfcbaa33abda15d768f45d03210733e355df3a6c52cc97fb89c41

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=sha256:2bfcbacd5acc321a9965c5da70254bdd86ee58886f9762da792237d60c4d98cf

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:b27618285ab2cb5ec8ae7285523335038935e5b81492c346bf92d9b2d307af00

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:12:23.553925Z digest=sha256:8985e73fd15fc42f9420b5949b7a3f28b61d914b4993e0f357d4df58c39e593e

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=sha256:462105b59248f3230fe29c1d2e96762c6d2ac5847b81fc079d672944cb8737af

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:12:23.567197Z digest=sha256:c2b199506037085893b4d706642ff27e537b614e678f1ff6e4365f2f1ae643b9

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:12:23.572219Z digest=sha256:48834ee772d4012da94884600d0cb65a73318a97602dae3ae2ac8399138530ee

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:12:23.576483Z digest=sha256:353488e615387a577617eff7ef24fd281a864a8b511a93722f87070f5731c989

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=sha256:82a66cdbd5b21e06a1a564d5beb133ce63dd083a927a8ddc2df4ef78133d9490

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:12:23.584758Z digest=sha256:bd0af84973ec9b53fefc60ddb109de5611bed203c08a7d4cbfad193261c2bfd8

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:12:23.589312Z digest=sha256:8df97ac808acc04a015cad1a188e127b5c6bd28a128f8b765d6e5e1141e92683

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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source=pdf_text observed=2026-08-06T12:12:23.593601Z digest=sha256:effef24927af558e9dd518e126de02d9434f812c66494cdf4b7e47a35c3a8f4d

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:12:23.602898Z digest=sha256:6aa90b7cfda739b059db9588aa0e555af138d5ba6f3b9aff4982f4d368fe7cc3

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:f1245639cbc8546972a3655f946694d35ed0bc2c8f67322972888763e693f2a1

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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raw_fallback, observed 2026-08-06T12:12:24.383437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:12:23.615890Z digest=sha256:440befc96aa585e4e741c347f4fadd38cc1261eaefe56e5e04d5951cb6eb90b3

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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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:12:23.606944Z digest=sha256:eb59362b4e5e41a54709231c74e985f73e9985fa151ceba55c13e6ddfd5b9a93

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:12:23.611176Z digest=sha256:716a3645c94b97413358f647fb5d156a6e7067164f7bb68ccee0b3ebf73c4b34

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=sha256:7d018fc8231c6481471b50e4d0ec8eb9129e697e6861a2fb834aae599b859699

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:12:23.620203Z digest=sha256:f1d7646bbbdbc9c8327b1a4826483a4102348b214a26fbc08a1a0005d3c6ba87

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:12:23.624809Z digest=sha256:ed5ae41dd029c6b51ce462348c2a9f43a9feb0b178412e713ab94e595f7464dc

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:f29a2c48ab3946b7a330a7048c8db85848db78e9cbbd97bbb35e5d2e5177dea3

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:bcc864c5e6df1d5159e075146b6c1f5e68f970ffc101ee59250c5a2f2327e618

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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source=pdf_text observed=2026-08-06T12:12:23.638124Z digest=sha256:32dbf528b1f7404c180d476456013162f5909e652992c87af33adb0cd7829aa3

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=sha256:3d5348728ce491fb896cbaba55cda77cd84482732f39ad1d8e10a53fb303b1f5

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:12:23.646135Z digest=sha256:8964adc1c8885be4df531d93b83f3218319df7a0774bcd83ce23e6aa188b9659

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=sha256:0ee721d42eae122a05bd01a06275fce8c3ffbdc537d3acdd88f3a77fdc1d5f29

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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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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:12:23.672786Z digest=sha256:163e419d05540cbbb7c5f6d81608b09902a73cf1d1a718e96089f48192650c3c

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:12:23.658952Z digest=sha256:5137abd5472ee4e3216ffb5595cb82a3c439277ec924a0461b6f0b42e6363009

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:12:23.663755Z digest=sha256:787ae762e42be2aeaba4e554b0846e85ffbf1d8b70675cf049208acc84d06ba4

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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no resolver link, observed 2026-08-06T12:12:23.668365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:12:23.668365Z digest=sha256:1c38cc025cd65bf6bf6f8a8cc512b1cf6b5e74c867633b2f7498f133ea9307a8

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=sha256:16064409c75aef2ebecbcc762d33fa34c498ba0348929898382198fdc4cd0dc8

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:12:23.676867Z digest=sha256:aea85d514ad979a1cd03e7ad6c4edfe1939e9958d2d2a310ff20c1e17ddd25fd

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:12:23.680766Z digest=sha256:c87db9842a4dab6decc06a37bd59d52e092b523d42e5bf3504bbc8b4877fb616

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:12:23.684770Z digest=sha256:fe60ae8e389b5c82d63a66a50cfd79926d9eb8c9887fda018721f3f612e28374

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:accbca413ef16bc72d65f5cc73315315bba39122483a0aea640d21f77b5e3b2a

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:ed362dca33972e72fa47fe301e8bbf92fffad28e2280af7ea06ccab8d2312c3d

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=sha256:2eb87b1261e78f35821e4aca0d13449549cd875bc24157feae4dff84980c751c

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=sha256:16a00d6d53557307745bf39c333926887f92188e01fd6d93b615f920eabe4915

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:12:23.728949Z digest=sha256:0c2516a3a60d5960a4d06ecdd7bfa905ef5aad10bf70568bbf1308f23cf2e3e6

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:12:23.711363Z digest=sha256:a1edbad1276a4ede4706f584445c4059299b7f912f9bdfa0f3fdfa87f5735cc3

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:12:23.715524Z digest=sha256:2c0351daa9588eb06e4c9c02f0be7b649710c7e13b9e82d6306dcdf933e2352d

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-06T12:12:23.720304Z digest=sha256:76eb90a3d473591fa832d85c18d4e71b33894d5593632616e2cfec7b7abcc2f7

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:c66a927887038c4ca6f159e4c2cc91707edffd9c756135ee5f3cd1ffc1acbd27

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=sha256:636fb1bd4254446184917df7839bcad24ece66aadddd0b027162bbad962a0f2b

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:c040ed9164793744d1b1bbdd1c34de522c15e09833b7bd7bd21c04f32ea6a805

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=sha256:494a6ec7de96c3f3e3e9b1783c98a4955efba3dfc577b353fa45557b4256d707

Pith citing papers

No inbound Pith citation observations are available.