Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-29T07:37:36.200691Z
Paper Citation Record · LEDGER
MuPHI: Learning Implicit Multimodal Harm Reasoning via Semantically Grounded Reward Optimization
As of 23 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2605.29951.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
14 of 14 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved12
- parse uncertain0
- malformed identifier0
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 5e7636ac-91fc-45ec-b54a-5dcfb6abf234 · outbound
This paper cites LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods.
MuPHI: Learning Implicit Multimodal Harm Reasoning via Semantically Grounded Reward Optimization LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods
Reference 1
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-06-29T07:43:13.867035Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 8222c0f3-c14c-4795-ae0c-c5aaec150264 · outbound
This paper cites InInternational Conference on Learning Representations, volume 2024, pages 39578–39601.
MuPHI: Learning Implicit Multimodal Harm Reasoning via Semantically Grounded Reward Optimization InInternational Conference on Learning Representations, volume 2024, pages 39578–39601
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T07:37:36.200691Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ea45c2f-3010-459e-9221-f02564e5116e · outbound
This paper cites InFindings of the Associ- ation for Computational Linguistics: EMNLP 2023, pages 9114–9128, Singapore.
MuPHI: Learning Implicit Multimodal Harm Reasoning via Semantically Grounded Reward Optimization InFindings of the Associ- ation for Computational Linguistics: EMNLP 2023, pages 9114–9128, Singapore
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T07:37:36.200691Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7fdf6265-58a9-4f77-bc64-cc7dd9b8eea1 · outbound
This paper cites InProceedings of the 60th Annual Meet- ing of the Association for Computational Linguistics (Volume 1: Long Papers), pages 8253–8280, Dublin, Ireland.
MuPHI: Learning Implicit Multimodal Harm Reasoning via Semantically Grounded Reward Optimization InProceedings of the 60th Annual Meet- ing of the Association for Computational Linguistics (Volume 1: Long Papers), pages 8253–8280, Dublin, Ireland
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T07:37:36.200691Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 759cb703-29f4-4611-a3d1-1a0f492a3a49 · outbound
This paper cites Naquee Rizwan, Paramananda Bhaskar, Mithun Das, Swadhin Satyaprakash Majhi, Punyajoy Saha, and Animesh Mukherjee.
MuPHI: Learning Implicit Multimodal Harm Reasoning via Semantically Grounded Reward Optimization Naquee Rizwan, Paramananda Bhaskar, Mithun Das, Swadhin Satyaprakash Majhi, Punyajoy Saha, and Animesh Mukherjee
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T07:37:36.200691Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eaa96d98-6946-4dca-93c1-94a4b022a766 · outbound
This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.
MuPHI: Learning Implicit Multimodal Harm Reasoning via Semantically Grounded Reward Optimization DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 6
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-06-29T07:43:13.864599Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e42af66c-ea8e-43e2-843a-ad5876d86129 · outbound
This paper cites Tristan Thrush, Ryan Jiang, Max Bartolo, Amanpreet Singh, Adina Williams, Douwe Kiela, and Candace Ross.
MuPHI: Learning Implicit Multimodal Harm Reasoning via Semantically Grounded Reward Optimization Tristan Thrush, Ryan Jiang, Max Bartolo, Amanpreet Singh, Adina Williams, Douwe Kiela, and Candace Ross
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T07:37:36.200691Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8cdad9ea-97b1-4ac1-aa90-35837579fb8c · outbound
This paper cites an unresolved cited work.
MuPHI: Learning Implicit Multimodal Harm Reasoning via Semantically Grounded Reward Optimization Unresolved cited work
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T07:37:36.200691Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6c6f9cc-df00-4e7a-9254-0c527b024c24 · outbound
This paper cites an unresolved cited work.
MuPHI: Learning Implicit Multimodal Harm Reasoning via Semantically Grounded Reward Optimization Unresolved cited work
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T07:37:36.200691Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47ac2f96-0c2b-42a1-be70-4baaed07938f · outbound
This paper cites Potential Risks and Discomfort: Contents you will see may include:.
MuPHI: Learning Implicit Multimodal Harm Reasoning via Semantically Grounded Reward Optimization Potential Risks and Discomfort: Contents you will see may include:
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T07:37:36.200691Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0538752c-50ec-4b05-ab29-7453d411fbe3 · outbound
This paper cites an unresolved cited work.
MuPHI: Learning Implicit Multimodal Harm Reasoning via Semantically Grounded Reward Optimization Unresolved cited work
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T07:37:36.200691Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3eb999e5-b9d1-4caf-9456-9094fdb5cade · outbound
This paper cites an unresolved cited work.
MuPHI: Learning Implicit Multimodal Harm Reasoning via Semantically Grounded Reward Optimization Unresolved cited work
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T07:37:36.200691Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bba752d6-2a0a-4794-9c80-f94b77480086 · outbound
This paper cites Notes: If at any time you feel uncomfortable, you may,.
MuPHI: Learning Implicit Multimodal Harm Reasoning via Semantically Grounded Reward Optimization Notes: If at any time you feel uncomfortable, you may,
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T07:37:36.200691Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c18a309b-7b40-4706-8f7c-724ce63a7cd8 · outbound
This paper cites "create chaos.
MuPHI: Learning Implicit Multimodal Harm Reasoning via Semantically Grounded Reward Optimization "create chaos
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-06-29T07:37:36.200691Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.