V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization | Paper Citation Record

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This paper cites In: Proceedings of the IEEE international confer- ence on computer vision.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization In: Proceedings of the IEEE international confer- ence on computer vision

Reference 1

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This paper cites Qwen3-VL Technical Report.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization Qwen3-VL Technical Report

Reference 2

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This paper cites Qwen2.5-VL Technical Report.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization Qwen2.5-VL Technical Report

Reference 3

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This paper cites arXiv preprint arXiv:2510.01459 (2025).

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization arXiv preprint arXiv:2510.01459 (2025)

Reference 4

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This paper cites TabFact: A Large-scale Dataset for Table-based Fact Verification.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization TabFact: A Large-scale Dataset for Table-based Fact Verification

Reference 5

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

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 6

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This paper cites In: Proceedings of the AAAI Conference on Artificial Intelligence.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization In: Proceedings of the AAAI Conference on Artificial Intelligence

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T12:25:39.936329Z

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This paper cites In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T12:25:39.939476Z

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V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization Unresolved cited work

Reference 9

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This paper cites Process Reinforcement through Implicit Rewards.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization Process Reinforcement through Implicit Rewards

Reference 10

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

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 11

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Observation d6d5701e-c428-476d-b7b8-492e8874e250 · outbound

This paper cites Nature Machine In- telligence2(11), 665–673 (2020).

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization Nature Machine In- telligence2(11), 665–673 (2020)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T12:25:39.991978Z

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This paper cites In: Proceedings of the 58th Annual Meeting of the Associa- tion for Computational Linguistics.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization In: Proceedings of the 58th Annual Meeting of the Associa- tion for Computational Linguistics

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T12:25:39.920496Z

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This paper cites Tree-of-Table: Unleashing the Power of LLMs for Enhanced Large-Scale Table Understanding.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization Tree-of-Table: Unleashing the Power of LLMs for Enhanced Large-Scale Table Understanding

Reference 14

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This paper cites In: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization In: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing

Reference 15

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V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization Unresolved cited work

Reference 16

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This paper cites LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 17

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This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T12:25:39.923713Z

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This paper cites Advances in neural information processing systems35, 2507– 2521 (2022).

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization Advances in neural information processing systems35, 2507– 2521 (2022)

Reference 19

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This paper cites Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning

Reference 20

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This paper cites Reinforcement learning with verifiable rewards: Grpo’s effective loss, dy- namics, and success amplification.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization Reinforcement learning with verifiable rewards: Grpo’s effective loss, dy- namics, and success amplification

Reference 21

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V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization Unresolved cited work

Reference 22

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This paper cites In: Proceedings of the 5th Workshop on Trustworthy NLP (TrustNLP 2025).

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization In: Proceedings of the 5th Workshop on Trustworthy NLP (TrustNLP 2025)

Reference 23

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V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization Unresolved cited work

Reference 24

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This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 25

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This paper cites Crossing the Reward Bridge: Expanding RL with Verifiable Rewards Across Diverse Domains.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization Crossing the Reward Bridge: Expanding RL with Verifiable Rewards Across Diverse Domains

Reference 26

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This paper cites TableQA: a Large-Scale Chinese Text-to-SQL Dataset for Table-Aware SQL Generation.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization TableQA: a Large-Scale Chinese Text-to-SQL Dataset for Table-Aware SQL Generation

Reference 27

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This paper cites github.io/blog/qvq-72b-preview/.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization github.io/blog/qvq-72b-preview/

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T12:25:39.926741Z

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This paper cites MMTABREAL: Real-World Benchmark for Multimodal Table Understanding.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization MMTABREAL: Real-World Benchmark for Multimodal Table Understanding

Reference 29

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Observation 4d04fe06-516c-4049-9ca4-eb37bc0c4bb0 · outbound

This paper cites What is the Alignment Objective of GRPO?.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization What is the Alignment Objective of GRPO?

Reference 30

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V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization Unresolved cited work

Reference 31

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This paper cites VisualPRM: An Effective Process Reward Model for Multimodal Reasoning.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization VisualPRM: An Effective Process Reward Model for Multimodal Reasoning

Reference 32

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Observation 46bd3169-b2ad-4be6-92b3-d8ef67147f6f · outbound

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

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey

Reference 33

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This paper cites Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding

Reference 34

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Observation da1dc0b6-8082-40e8-8ac6-7c43bb071723 · outbound

This paper cites Table-R1: Region-based Reinforcement Learning for Table Understanding.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization Table-R1: Region-based Reinforcement Learning for Table Understanding

Reference 35

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Observation 8bafda1b-f83a-4513-b526-68abdfcd4f7b · outbound

This paper cites In: Proceedings of the 60th Annual MeetingoftheAssociationforComputationalLinguistics(Volume1:LongPapers).

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization In: Proceedings of the 60th Annual MeetingoftheAssociationforComputationalLinguistics(Volume1:LongPapers)

Reference 36

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Observation 4d83f2b2-947c-48b1-bf5b-f372fd0e09db · outbound

This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 37

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Observation 4cdcb9db-4dd2-4cc3-9e98-8167b6bf4829 · outbound

This paper cites VAPO: Efficient and Reliable Reinforcement Learning for Advanced Reasoning Tasks.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization VAPO: Efficient and Reliable Reinforcement Learning for Advanced Reasoning Tasks

Reference 38

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Observation 1e422387-fde7-4fe6-b286-8e91a1cd2eb1 · outbound

This paper cites IEEE transactions on pattern analysis and machine intelligence46(8), 5625–5644 (2024).

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization IEEE transactions on pattern analysis and machine intelligence46(8), 5625–5644 (2024)

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T12:25:39.958801Z

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Observation 2972fa92-d096-4a8f-8851-13991ca7b36b · outbound

This paper cites Frontiers of Computer Science19(9), 199348 (2025).

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization Frontiers of Computer Science19(9), 199348 (2025)

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T12:25:39.965892Z

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

Observation db5af329-360b-481e-8daf-2e8df3c2f746 · outbound

This paper cites In: Findings of the Association for Computational Linguistics: ACL 2025.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization In: Findings of the Association for Computational Linguistics: ACL 2025

Reference 41

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

Observation 57a14436-1756-4103-b0de-8b5e7cd5e0a8 · outbound

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

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization Multimodal Chain-of-Thought Reasoning in Language Models

Reference 42

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Observation 78315117-d4e4-4732-8502-6cf81d6b4544 · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization In: Proceedings of the Computer Vision and Pattern Recognition Conference

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T12:25:39.977079Z

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Observation f7c482b7-142f-49fd-ab85-68b479eaa51b · outbound

This paper cites Advances in Neural Information Processing Systems37, 7185–7212 (2024).

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization Advances in Neural Information Processing Systems37, 7185–7212 (2024)

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T12:25:39.981473Z

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Observation 033de221-ba66-4293-b584-ec6d14f74e87 · outbound

This paper cites In: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization In: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T12:25:39.985757Z

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Observation 8f03200c-8031-4ee3-81be-aed363c6bd03 · outbound

This paper cites International journal of computer vision130(9), 2337–2348 (2022) 18 Authors Suppressed Due to Excessive Length.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization International journal of computer vision130(9), 2337–2348 (2022) 18 Authors Suppressed Due to Excessive Length

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T12:25:39.949049Z

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Observation 8d2ab397-cd32-4ae3-8062-07b304d4c77a · outbound

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

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 47

Resolution: metadata mismatch; local_arxiv, observed 2026-05-11T14:01:04.197764Z

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 58f9a9aa-102a-46d8-8bef-e5a490ac62c2 · outbound

This paper cites an unresolved cited work.

V-tableR1: Process-Supervised Multimodal Table Reasoning with Critic-Guided Policy Optimization Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-05-23T12:25:39.952039Z

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