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Paper Citation Record · LEDGER

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild

As of 12 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 3 inbound Pith citation observations for arXiv:2501.02964.

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

pith.paper-citation-record.v1
2501.02964 v2

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:06:30.618584Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:19:58.735013Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T09:09:42.708718Z

Reference resolution

46 of 46 outbound references displayed

  • verified exact1
  • verified fuzzy14
  • unresolved31
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7a45105f-7eee-49e7-a59b-7bcd51072612 · outbound

This paper cites an unresolved cited work.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Unresolved cited work

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:06:30.294347Z digest=sha256:460dd95b97c38e515d7e241bd4adddacf65cc7a5f854498b73e8f5f6ed0f37ca

Observation e43a0dfd-e63f-42c6-89dc-ed7d84ad935d · outbound

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

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 2

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:06:30.302519Z digest=sha256:c55484a08b3cad30e54f8649e7be3fdaf72aa7d663fb0c5b00571b694b966f37

Observation 4522edd8-1a14-4031-9b97-a8bda36f84f6 · outbound

This paper cites Hallucination of Multimodal Large Language Models: A Survey.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Hallucination of Multimodal Large Language Models: A Survey

Reference 3

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source=pdf_text observed=2026-08-10T22:06:30.310740Z digest=sha256:db70e616910f1fbdb58e02a95888ee56dddc210f2809149d5dd3630026934009

Observation 36867891-0df8-47c1-a995-b8f8b21151fb · outbound

This paper cites Fine-grained activities of people worldwide, 2022.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Fine-grained activities of people worldwide, 2022

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:06:31.948202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:06:30.322927Z digest=sha256:a4b331fe1948b4a8502b7385ccb2fe1d31a0e50cedca726dcf5d019a49546433

Observation 3a4a524b-879f-4f6c-8bca-f1c058f80ee5 · outbound

This paper cites Compositional Chain-of-Thought Prompting for Large Multimodal Models.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Compositional Chain-of-Thought Prompting for Large Multimodal Models

Reference 5

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source=pdf_text observed=2026-08-10T22:06:30.333582Z digest=sha256:eab59d43bbe63489cd494807860b0aad67246181d7845051974122475bf9a413

Observation 8c095467-1d02-42d7-acbb-7ebda60fe9db · outbound

This paper cites Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models

Reference 6

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:06:30.341777Z digest=sha256:b873757711168374aeea661543c904518f569939e3eb9a8ba969fc6306f5de8e

Observation 646c6df3-0490-4f39-9be4-881a92d9798e · outbound

This paper cites HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding

Reference 7

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no resolver link, observed 2026-08-10T22:06:30.348943Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:06:30.348943Z digest=sha256:9242838c974360939e833b6048d1f6279d1432f46312a0147fa70da9c87faef6

Observation f183e0f4-ec9a-40bc-9e0b-b702b9480f59 · outbound

This paper cites InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks

Reference 8

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no resolver link, observed 2026-08-10T22:06:30.359458Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:06:30.359458Z digest=sha256:e756bcb8324597c70bdc4849f3e761824e3f3f8154f16f8160d4195f2e4d37b9

Observation 7c2b6e45-aa22-48c9-a5c6-479fc3bb215e · outbound

This paper cites Gonzalez, Ion Stoica, and Eric P.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Gonzalez, Ion Stoica, and Eric P

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:06:31.919576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:06:30.367221Z digest=sha256:01638364db3e73997ea013e188a3478a6f2fc2435f08c40a9ede1c1558c7ad6d

Observation cf6052eb-59b3-4a64-b3ab-a9883d12f9d6 · outbound

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

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning

Reference 10

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:06:30.372702Z digest=sha256:89d202199d7dfd7f60f3796f945b4bc9c3650f96c36c24ea78c02a1443652b45

Observation 3934760e-f573-43f0-80bf-14b4c9e00f3e · outbound

This paper cites Seeing is Believing: Mitigating Hallucination in Large Vision-Language Models via CLIP-Guided Decoding.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Seeing is Believing: Mitigating Hallucination in Large Vision-Language Models via CLIP-Guided Decoding

Reference 11

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source=pdf_text observed=2026-08-10T22:06:30.379595Z digest=sha256:b1418acb8c2cead26882788485521c8588adfedf4b8b8d8f94d0f9ff5f58659d

Observation eb8c63be-41de-4972-901c-064bdc31d5ce · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale, 2021.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild An image is worth 16x16 words: Transformers for image recognition at scale, 2021

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:06:31.888609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:06:30.387635Z digest=sha256:4c76039ff220bad30592364e7d320afae17c77683a9b442f8cb4c1371bbd25ad

Observation 3b7b2999-6540-412a-bf8f-9f1c2a8fcdd0 · outbound

This paper cites MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models

Reference 13

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:06:30.393854Z digest=sha256:b53fd4ce841d06e7e98c81775e846f311d4adadd58a0db24c823faeb7556812f

Observation 92b51158-dc11-4b27-a5ce-88d8607ae21d · outbound

This paper cites Multi-modal latent space learning for chain-of-thought reasoning in language models.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Multi-modal latent space learning for chain-of-thought reasoning in language models

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:06:31.863510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:06:30.399541Z digest=sha256:8db892d2f5b383560e601702e7d81c154955cb0f963c31c41b4fecb83f8e564a

Observation 782d5fb0-06ba-4822-b7f1-7cfadf99e449 · outbound

This paper cites Incorporating Visual Experts to Resolve the Information Loss in Multimodal Large Language Models.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Incorporating Visual Experts to Resolve the Information Loss in Multimodal Large Language Models

Reference 15

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:06:30.404867Z digest=sha256:fb722c1584ada9e448997f6a9c8ec3d2718a24cd81df2a05a5203e1b1f0a8c89

Observation 00f4e255-4c9f-42a4-8d26-54caa2b5f9e1 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild LoRA: Low-Rank Adaptation of Large Language Models

Reference 16

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:06:30.410334Z digest=sha256:590938951aa17ea3b49e4ff2c1f03e93426a722dad768cbdd10940a2f9b6caa4

Observation f9978678-9f02-4977-908a-75b81a58a51d · outbound

This paper cites VCoder: Versatile Vision Encoders for Multimodal Large Language Models.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild VCoder: Versatile Vision Encoders for Multimodal Large Language Models

Reference 17

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source=pdf_text observed=2026-08-10T22:06:30.416453Z digest=sha256:8371ec99bbc838a5c7f72e89dfd9dea0d03af2541e37b0e02ca312ced55a41ad

Observation fb4105d8-98a3-4e9a-ad70-ad99f4943a9e · outbound

This paper cites From Training-Free to Adaptive: Empirical Insights into MLLMs' Understanding of Detection Information.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild From Training-Free to Adaptive: Empirical Insights into MLLMs' Understanding of Detection Information

Reference 18

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source=pdf_text observed=2026-08-10T22:06:30.423068Z digest=sha256:99fc826f23360bef9a99ff35dbb8e1e5305d596fae6a4e9f82f7ffb3c8d9c178

Observation 8938f546-0e7d-4007-b304-803094842aa1 · outbound

This paper cites Segment Anything.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Segment Anything

Reference 19

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source=pdf_text observed=2026-08-10T22:06:30.428873Z digest=sha256:406e632a213b1238042377a705504d6d9b6a6c705a545a87cd2a7a98ca770dcc

Observation fee914d6-c1ae-40bf-a75e-7ed52c4f4498 · outbound

This paper cites Otter: A Multi-Modal Model with In-Context Instruction Tuning.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Otter: A Multi-Modal Model with In-Context Instruction Tuning

Reference 20

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:06:30.434944Z digest=sha256:b198cce62635ba21d892ebe7b311446dd2f213f92f261bc29d933c3603000756

Observation 07bcb04c-344e-4369-8185-d4514292fbbd · outbound

This paper cites BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models

Reference 21

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source=pdf_text observed=2026-08-10T22:06:30.445908Z digest=sha256:136f4ada11cff9a5d18051cdbc1b0927ef35852eb59ff8a9709250b72943a63b

Observation 044b9f2b-85a2-4e0a-a707-b6eddc44a1cd · outbound

This paper cites Silkie: Preference Distillation for Large Visual Language Models.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Silkie: Preference Distillation for Large Visual Language Models

Reference 22

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source=pdf_text observed=2026-08-10T22:06:30.452437Z digest=sha256:a94a2eb0d4b0d7346c2bf10b1104b998ea48de760b1b9687e7b4e7e333b63391

Observation 755525e9-2098-474e-b1e5-f31dd8c9ba43 · outbound

This paper cites Grounded language-image pre-training.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Grounded language-image pre-training

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:06:31.835832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:06:30.458809Z digest=sha256:f9e1cb5716cf455e249818bc442577055cc1678c1c03d58850a1b41aaab9a9aa

Observation 578a1dc0-3598-4e6b-8de0-5299817e4e80 · outbound

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

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Evaluating Object Hallucination in Large Vision-Language Models

Reference 24

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source=pdf_text observed=2026-08-10T22:06:30.466147Z digest=sha256:4a795c976a3506752f14b4a629a14e4069e7e9c8feeca8783fc3da532d3a41e5

Observation 2c3abf8e-74ab-4dea-9cd8-4281ce6c086f · outbound

This paper cites Improved Baselines with Visual Instruction Tuning.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Improved Baselines with Visual Instruction Tuning

Reference 25

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source=pdf_text observed=2026-08-10T22:06:30.471877Z digest=sha256:ef77b4c3f7963c51495fbd6147e22f08d8a3eca31bac05984af059830d14e95b

Observation b175b138-00aa-4d54-a754-caf0057ac84e · outbound

This paper cites Visual instruction tuning.NeurlPS,.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Visual instruction tuning.NeurlPS,

Reference 26

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verified fuzzy
raw_fallback, observed 2026-08-10T22:06:31.805808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:06:30.488405Z digest=sha256:93fe32fb894a37743765827b146c41a837a26708a51150f4af12669ab94a5cd9

Observation 97247e98-6a95-44b7-a8ab-95a87809d137 · outbound

This paper cites Learn to explain: Multimodal reasoning via thought chains for science question answering.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Learn to explain: Multimodal reasoning via thought chains for science question answering

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:06:31.777057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:06:30.496881Z digest=sha256:7c85b29c27688423c21de2c7e0ee8884e92c1155604e484c4493f4ce5de8fe89

Observation 42c5298f-3576-4b81-9992-afad819f89e3 · outbound

This paper cites Kam-cot: Knowledge augmented multimodal chain-of-thoughts reasoning.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Kam-cot: Knowledge augmented multimodal chain-of-thoughts reasoning

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:06:31.738933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:06:30.504336Z digest=sha256:688e3204f9d623f0997166d022a8ad8eba0eb398d9fb76e87e94003f531153a4

Observation 7152e93a-80ae-46b4-811b-53516a6ce038 · outbound

This paper cites GPT-4 Technical Report.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild GPT-4 Technical Report

Reference 29

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Observation 17c56acb-bbb1-46c3-acf2-c4871897689f · outbound

This paper cites Towards vqa models that can read.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Towards vqa models that can read

Reference 30

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verified fuzzy
raw_fallback, observed 2026-08-10T22:06:31.712087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:06:30.516607Z digest=sha256:f6084911137581d02cb8ddd0e614c39fdaab855c414728ddeafd1c189cd0b1f7

Observation 811b2258-12d6-4548-b6ea-7ce0a574ce60 · outbound

This paper cites Aligning Large Multimodal Models with Factually Augmented RLHF.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Aligning Large Multimodal Models with Factually Augmented RLHF

Reference 32

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:06:30.527880Z digest=sha256:52590d488b330e0192a4863b998a5e77de1c75bb2a1a82f156107d1cfdf37779

Observation f329238c-9025-4a69-bd61-137c05ef3c82 · outbound

This paper cites Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs

Reference 33

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:06:30.533226Z digest=sha256:c5fc92cbc2cdde32af5b85bb254372ad8f4a42a9ec854a4dbe730e74ae7733d3

Observation 8bc5b956-52c1-445f-a8b2-0574c603c2a3 · outbound

This paper cites T-sciq: Teaching multimodal chain-of-thought reasoning via mixed large language model signals for science question answering.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild T-sciq: Teaching multimodal chain-of-thought reasoning via mixed large language model signals for science question answering

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:06:31.682051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:06:30.538822Z digest=sha256:30e1f0a39711838c4a968cc911776232a46f0b4030a1bb7dd2feefb339798734

Observation 3d381a00-307d-49ef-a2c6-8c44ac17dd54 · outbound

This paper cites mplug-owl: Modularization empowers large language models with multimodality, 2023.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild mplug-owl: Modularization empowers large language models with multimodality, 2023

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:06:31.660645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:06:30.544376Z digest=sha256:589a4e1d6684cd712cc4f39994e540a42010ed0fc90bf1b75009911049a3a97d

Observation 0779e076-8994-4a5b-962b-844873e8d9c0 · outbound

This paper cites Woodpecker: Hallucination Correction for Multimodal Large Language Models.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Woodpecker: Hallucination Correction for Multimodal Large Language Models

Reference 36

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source=pdf_text observed=2026-08-10T22:06:30.550110Z digest=sha256:80b40be90483558623478b0c6a86a8d553ce26805b6df72660655b8a3058f3a8

Observation 84b74780-bcae-4f5b-ab42-973047068679 · outbound

This paper cites RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-10T22:06:30.557692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:06:30.557692Z digest=sha256:30c502b5dee627d467c98308bfa199ba2d214ace01a0b9ca0580898e92496bf6

Observation 4362203a-c14d-4a29-bea9-dfd9802e4f81 · outbound

This paper cites Halle- switch: Controlling object hallucination in large vision language models.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Halle- switch: Controlling object hallucination in large vision language models

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:06:31.632458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:06:30.563655Z digest=sha256:221aaac614cfb6c08c692b2c011dab5bfa36cbeac905739ae0b22b52c3262610

Observation 25ea30ec-e354-456c-8dde-907e64edaafc · outbound

This paper cites Multimodal Chain-of-Thought Reasoning in Language Models.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Multimodal Chain-of-Thought Reasoning in Language Models

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-10T22:06:30.569154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:06:30.569154Z digest=sha256:bcca23e21e9b4b6582a16b94dbcec78394b8ae27d854d88747ea787226aa5df4

Observation 0d62925a-d421-47ca-94d9-fdd50e15561d · outbound

This paper cites Mitigating Object Hallucination in Large Vision-Language Models via Image-Grounded Guidance.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Mitigating Object Hallucination in Large Vision-Language Models via Image-Grounded Guidance

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-10T22:06:30.574674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:06:30.574674Z digest=sha256:c7521a9fd745bb41d90dca2da1e2312e432e355c21ec72ff9cb4a2186b8f532b

Observation 72563f51-0833-4742-8866-544570687bbd · outbound

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

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-10T22:06:30.580696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:06:30.580696Z digest=sha256:adcb7780262df0aa02189dc1a3784e6f09eddddc0e4cfaa9c00a9e65e247223b

Observation 1d812307-e393-4fa0-8076-e14270218ee7 · outbound

This paper cites Ddcot: Duty-distinct chain-of-thought prompting for multimodal reasoning in language models.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Ddcot: Duty-distinct chain-of-thought prompting for multimodal reasoning in language models

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:06:31.613339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:06:30.586593Z digest=sha256:9258ec6ed3cb27de786dd9ec4235cf873d5738936c1d59fbbb9ae2d1bbdd42d1

Observation bf2bac67-b919-4dfa-ae87-237b8332f565 · outbound

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

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-10T22:06:30.593308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:06:30.593308Z digest=sha256:1d04c0bab84fe4b909aca19f424fe92f8ca50af338a7a1e3371b95af4b43a5a6

Observation 9444be58-f40b-4325-9213-87b2f4d335ea · outbound

This paper cites an unresolved cited work.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:06:31.594512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:06:30.598767Z digest=sha256:c960b29dcf58179abfa3abdec33095e37d438135c3131b96b22b759a72929744

Observation 4eea21c5-96c5-46ba-bf69-5a37e56304f3 · outbound

This paper cites an unresolved cited work.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:06:31.575519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:06:30.605953Z digest=sha256:f20c3f60eae4f52fbb7f389b003fff5160b68178404e2f17c6e3aa18c4ca7e35

Observation 01adc278-29b6-442e-b5c7-fa4e1d6f02ba · outbound

This paper cites The unfair advantage of prompt engineering is avoided.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild The unfair advantage of prompt engineering is avoided

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:06:31.552925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:06:30.611895Z digest=sha256:16ae8762deefeca88af295bbb8bac6f6ee78fb581c8d7e6a8f3f61131f8a36b7

Observation 0d599462-9b99-4d58-95d4-ef70c90b2a4c · outbound

This paper cites yes" or.

Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild yes" or

Reference 47

Resolution
verified exact
raw_fallback, observed 2026-08-10T22:06:30.745897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T22:06:30.618584Z digest=sha256:cd121985eb3ba064b3fbb75990034f0120721e3b480c6725388684e77e20aa04

Pith citing papers

Observation 74ec24e6-9ac5-4737-93fe-5523d15a00a6 · inbound

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey cites this paper.

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild

Reference 96

Resolution
verified exact
arxiv_id, observed 2026-05-15T17:18:53.769618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-15T17:18:52.996467Z digest=sha256:01883181480a100ac21f27beeb216d4ba5d19fd2a1441ddfc994233f8a70e010

Observation 212a1fe2-1b3e-4288-a975-dabe5b38f281 · inbound

Introspection of Thought Helps AI Agents cites this paper.

Introspection of Thought Helps AI Agents Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T18:19:58.735013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:19:58.735013Z digest=sha256:f730c05e3f1b3888139eb4a7a749dfdf1e7c38b20dc1112b09a23d68719f966a

Observation 6bec0051-be39-49f1-88d4-8d218af86711 · inbound

Gold Points Sniper: Self-guided Visual Reasoning in VLM for Fine-grained Action Understanding cites this paper.

Gold Points Sniper: Self-guided Visual Reasoning in VLM for Fine-grained Action Understanding Socratic Questioning: Learn to Self-guide Multimodal Reasoning in the Wild

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-07-04T09:09:42.710470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-26T10:32:33.117191Z digest=sha256:7c1e02694f034bdf87d94ffb0bbdd067f9c8465dca69ec5a18b80aea85e5017d