From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought | Paper Citation Record

Observation f416be21-c02a-4b9b-af2c-fcf74533376d · outbound

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

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning

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This paper cites Shikra: Unleashing Multimodal LLM's Referential Dialogue Magic.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Shikra: Unleashing Multimodal LLM's Referential Dialogue Magic

Reference 2

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Kosmos-2: Grounding Multimodal Large Language Models to the World

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought CogVLM2: Visual Language Models for Image and Video Understanding

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This paper cites In: International Conference on Machine Learning, pp.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought In: International Conference on Machine Learning, pp

Reference 5

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 6

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This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 7

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This paper cites SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models

Reference 8

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This paper cites How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites

Reference 9

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This paper cites DeepSeek-VL: Towards Real-World Vision-Language Understanding.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought DeepSeek-VL: Towards Real-World Vision-Language Understanding

Reference 10

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Yi: Open Foundation Models by 01.AI

Reference 11

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought https://llava-vl.github

Reference 12

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

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Reference 13

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought AMBER: An LLM-free Multi-dimensional Benchmark for MLLMs Hallucination Evaluation

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought NeurIPS (2023)

Reference 16

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

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models

Reference 17

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This paper cites In: Proceedings of the IEEE International Conference on Computer Vision, pp.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought In: Proceedings of the IEEE International Conference on Computer Vision, pp

Reference 18

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This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 19

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities

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This paper cites In: International Conference on Learning Representations (ICLR) (2024).

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought In: International Conference on Learning Representations (ICLR) (2024)

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought ACL (2024)

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought NeurIPS (2022)

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Multimodal Chain-of-Thought Reasoning in Language Models

Reference 24

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought NeurIPS (2023)

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought In: Proceedings of the AAAI Conference on Artificial Intelligence, vol

Reference 26

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought ACM MM (2024) 16

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought In: CVPR (2024)

Reference 28

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought The Role of Chain-of-Thought in Complex Vision-Language Reasoning Task

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Enhancing Large Vision Language Models with Self-Training on Image Comprehension

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought ISR-DPO: Aligning Large Multimodal Models for Videos by Iterative Self-Retrospective DPO

Reference 31

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Beyond Human Data: Aligning Multimodal Large Language Models by Iterative Self-Evolution

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought In: Computer Vision–ECCV 2016: 14th European Conference, Amsterdam, The Netherlands, October 11–14, 2016, Proceedings, Part IV 14, pp

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Measuring Mathematical Problem Solving With the MATH Dataset

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Reference 38

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought CoCoT: Contrastive Chain-of-Thought Prompting for Large Multimodal Models with Multiple Image Inputs

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Journal of machine learning research 21(140), 1–67 (2020)

Reference 41

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought : Training language models to follow instructions with human feedback

Reference 42

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought In: Proceedings of the 37th International Conference on Neural Information Processing Systems (2024)

Reference 44

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought https://openai.com/research/ gpt-4v-system-card

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Direct Language Model Alignment from Online AI Feedback

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Self-Rewarding Language Models

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Human Alignment of Large Language Models through Online Preference Optimisation

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought RLHF Workflow: From Reward Modeling to Online RLHF

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Advances in Neural Information Processing Systems 35, 15476–15488 (2022)

Reference 51

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From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Iterative Reasoning Preference Optimization

Reference 52

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This paper cites arXiv preprint arXiv:2405.17220 (2024).

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought arXiv preprint arXiv:2405.17220 (2024)

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T21:19:37.569087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 064b4759-aea7-4fb9-ab43-37bc3456dccd · outbound

This paper cites Calibrated Self-Rewarding Vision Language Models.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Calibrated Self-Rewarding Vision Language Models

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T21:19:37.631397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38fbfaff-8ca6-4452-b784-652d4f837eca · outbound

This paper cites ACM MM (2024).

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought ACM MM (2024)

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:19:45.222385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7c2861a9-00e8-44db-8dbe-f02ff5886416 · outbound

This paper cites Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T21:19:37.737245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df92a167-3d00-4554-abbe-a401f8be36b3 · outbound

This paper cites In: Findings of the Association for Computational Linguistics: ACL 2022, pp.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought In: Findings of the Association for Computational Linguistics: ACL 2022, pp

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:19:45.212095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a6837e4b-3184-4146-8a75-ec98fa7cac91 · outbound

This paper cites an unresolved cited work.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:19:45.200325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 76c29561-5953-47e2-9bd0-8e5a3f1e83af · outbound

This paper cites NeurIPS (2022).

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought NeurIPS (2022)

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:19:45.187971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 506ad1ae-9ee1-4c99-bd5d-de37afc5029a · outbound

This paper cites Advances in neural information processing systems 33, 6840–6851 (2020).

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Advances in neural information processing systems 33, 6840–6851 (2020)

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-06T21:19:37.978169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 902e720f-9e47-4ccb-9474-628f406e1f2c · outbound

This paper cites In: Findings of the Association for Computational Linguistics: EMNLP 2024, pp.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought In: Findings of the Association for Computational Linguistics: EMNLP 2024, pp

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:19:45.169529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b62d63ba-ff73-417d-8a51-463c0431f0e5 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern 19 Recognition, pp.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern 19 Recognition, pp

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:19:45.159105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b747dfa7-a7fa-4294-97d0-637d11820d2a · outbound

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

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-06T21:19:38.241871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 363b3e55-d3a6-48f2-a8fb-aa67c8c7ff9f · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Gemini: A Family of Highly Capable Multimodal Models

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-06T21:19:38.244912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e61e0aa2-a79c-49ca-a8a6-0e3d3924ef27 · outbound

This paper cites Mixed Preference Optimization: Reinforcement Learning with Data Selection and Better Reference Model.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Mixed Preference Optimization: Reinforcement Learning with Data Selection and Better Reference Model

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-06T21:19:38.248448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27597d7a-d8a5-40f7-a23d-2c0e71ada57e · outbound

This paper cites GPT-4 Technical Report.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought GPT-4 Technical Report

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-06T21:19:38.285085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d137d441-3785-40b9-8f92-a61768b12a98 · outbound

This paper cites The Llama 3 Herd of Models.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought The Llama 3 Herd of Models

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-06T21:19:38.412010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7f589be-bd18-4eec-babf-f731bf6cb5c3 · outbound

This paper cites Sub-answers:.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Sub-answers:

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:19:45.146448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 30d283c8-525d-4455-9304-d74c5c41f5a0 · outbound

This paper cites an unresolved cited work.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Unresolved cited work

Reference 69

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:19:45.134735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e81b333b-9878-4b08-9774-621548c8a829 · outbound

This paper cites Uncertain.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Uncertain

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:19:45.123412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ff08c9b2-35bd-46ab-aee7-14311f515173 · outbound

This paper cites an unresolved cited work.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:19:45.111855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 28c47846-b7a7-4869-bd4c-9f3c93f91451 · outbound

This paper cites an unresolved cited work.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:19:45.101612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0934a1a5-231d-4d5a-84a4-3258eaca149e · outbound

This paper cites The formula for the circumference C of a circle is given by: C = 2πr, where r is the radius of the circle.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought The formula for the circumference C of a circle is given by: C = 2πr, where r is the radius of the circle

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:19:45.090837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 21841584-672d-4710-bfc0-f5a8b1dbf116 · outbound

This paper cites - Each side of the square is equal to the height of the rectangle, which is given as 32 units.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought - Each side of the square is equal to the height of the rectangle, which is given as 32 units

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:19:45.078402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation fe9dc88b-a511-49e8-b5a3-7bb538349296 · outbound

This paper cites - The diagonal of a square with side length s is given by s\sqrt{2}.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought - The diagonal of a square with side length s is given by s\sqrt{2}

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:19:45.066148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 75072758-ec69-4e69-ae37-13309c87ea6b · outbound

This paper cites objects": [ {.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought objects": [ {

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:19:45.055324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ce7acc8a-7b65-4e0e-a640-cca607d7fb03 · outbound

This paper cites an unresolved cited work.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Unresolved cited work

Reference 77

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:19:45.045568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7b657692-e593-4303-be7e-ab141c48ca68 · outbound

This paper cites objects": [ {.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought objects": [ {

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:19:45.036316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ee271c14-4e87-4c91-bd70-311482409aea · outbound

This paper cites an unresolved cited work.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Unresolved cited work

Reference 79

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:19:45.026104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f88a98fc-b701-4a4d-bfd9-f731d866947b · outbound

This paper cites an unresolved cited work.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Unresolved cited work

Reference 80

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:19:45.016416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1883a4f1-7c59-4490-bf2f-b2cf1a354f1c · outbound

This paper cites an unresolved cited work.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Unresolved cited work

Reference 81

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:19:45.007140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2ad79d24-12a9-441e-91b7-affaaf63f698 · outbound

This paper cites an unresolved cited work.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Unresolved cited work

Reference 82

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:19:44.997450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d0b55959-a5ab-490a-98d2-0e3beca719df · outbound

This paper cites an unresolved cited work.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Unresolved cited work

Reference 83

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:19:44.988969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c222e408-bde4-4718-89c1-13c4082e2752 · outbound

This paper cites an unresolved cited work.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Unresolved cited work

Reference 84

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:19:44.981093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e7512077-b686-4bd8-a9b3-5cea7199c551 · outbound

This paper cites an unresolved cited work.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Unresolved cited work

Reference 85

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:19:44.972431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 56bc3bf0-545e-492a-9f06-abd4b9e3ffb5 · outbound

This paper cites objects": [{.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought objects": [{

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:19:44.964871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f684a584-5991-4a67-a1aa-b443994bcc49 · outbound

This paper cites E - Early blastocyst 3.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought **E** - Early blastocyst 3

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:19:44.957213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 11dbcc7f-07d4-4bfd-9fd0-89dcdfd5d89f · outbound

This paper cites (D) No.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought (D) No

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:19:44.948916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7448bd87-3e1f-46a6-9bd6-fc8b96006fee · outbound

This paper cites an unresolved cited work.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Unresolved cited work

Reference 89

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:19:44.939965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation fc7a62d8-836e-4b9c-85a4-3c8aa8f6a1cd · outbound

This paper cites an unresolved cited work.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Unresolved cited work

Reference 90

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:19:44.930051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e6b28067-6d4a-4129-a304-bffe378bbf2b · outbound

This paper cites an unresolved cited work.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Unresolved cited work

Reference 91

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:19:44.920005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 52c84aee-7ee7-4961-a5b7-29a97ddc5936 · outbound

This paper cites an unresolved cited work.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Unresolved cited work

Reference 92

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:19:44.850249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ab215d8c-386d-424d-8cac-6d20dfabc0da · outbound

This paper cites an unresolved cited work.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Unresolved cited work

Reference 93

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:19:44.638857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation bdeacc47-2d6a-4866-ae5d-8a665d175dc6 · outbound

This paper cites objects": [ {.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought objects": [ {

Reference 94

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:19:44.429933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 35053a44-ae4e-4854-9b81-98b7c152a411 · outbound

This paper cites an unresolved cited work.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Unresolved cited work

Reference 95

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:19:44.238427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5b2c26af-e05c-445d-ad92-00dc4fc1c7ec · outbound

This paper cites an unresolved cited work.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Unresolved cited work

Reference 96

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:19:44.075489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0700ebef-9854-4246-8fec-40276333546d · outbound

This paper cites an unresolved cited work.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Unresolved cited work

Reference 97

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:19:43.777934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5da17c2f-9656-45aa-af6a-8b064383b604 · outbound

This paper cites The correct answer is: (C) smaller than Qwen-VL-7B + SMART ： The derivative of the function y = log_2(x) is \frac{1}{x ln(2)}.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought The correct answer is: (C) smaller than Qwen-VL-7B + SMART ： The derivative of the function y = log_2(x) is \frac{1}{x ln(2)}

Reference 98

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:19:43.630021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers