Paper Citation Record · LEDGER

CASHEW: Stabilizing Multimodal Reasoning via Iterative Trajectory Aggregation

As of 10 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2601.08010.

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

pith.paper-citation-record.v1
2601.08010 v3

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T11:02:10.282706Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

12 of 12 outbound references displayed

verified exact0
verified fuzzy0
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b4e49f2f-8b26-4429-8b84-9602c6e0a004 · outbound

This paper cites an unresolved cited work.

CASHEW: Stabilizing Multimodal Reasoning via Iterative Trajectory Aggregation Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T11:02:10.274001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7e64af6-fcca-4a9b-a701-8482ba720a2f · outbound

This paper cites Only include objects that provide useful visual evidence.

CASHEW: Stabilizing Multimodal Reasoning via Iterative Trajectory Aggregation Only include objects that provide useful visual evidence

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T11:02:10.278297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 260f2799-fb84-4a7f-8b59-d20447f350a3 · outbound

This paper cites object_1.

CASHEW: Stabilizing Multimodal Reasoning via Iterative Trajectory Aggregation object_1

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T11:02:10.282706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bbaba5d-c946-46cc-87eb-8cb4716e65ab · outbound

This paper cites Long Ouyang, Jeff Wu, Xu Jiang, Diogo Almeida, Car- roll L.

CASHEW: Stabilizing Multimodal Reasoning via Iterative Trajectory Aggregation Long Ouyang, Jeff Wu, Xu Jiang, Diogo Almeida, Car- roll L

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T11:02:10.245388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 634bfdbb-692c-472d-9b5f-29265ef1cae9 · outbound

This paper cites InProceedings of the Conference on Empirical Methods in Natural Language Process- ing (EMNLP).

CASHEW: Stabilizing Multimodal Reasoning via Iterative Trajectory Aggregation InProceedings of the Conference on Empirical Methods in Natural Language Process- ing (EMNLP)

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T11:02:10.249840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e77f1b53-edff-4649-a0cd-c0078ec973b8 · outbound

This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.

CASHEW: Stabilizing Multimodal Reasoning via Iterative Trajectory Aggregation InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T11:02:10.258812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 304b0f61-b158-4018-bea3-b7a5d907c48d · outbound

This paper cites InProceedings of the Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track (NeurIPS).

CASHEW: Stabilizing Multimodal Reasoning via Iterative Trajectory Aggregation InProceedings of the Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track (NeurIPS)

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T11:02:10.264128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4200b067-bc3b-474c-96d4-a8b2e435ba8a · outbound

This paper cites Just Enough Thinking: Efficient Reasoning with Adaptive Length Penalties Reinforcement Learning.

CASHEW: Stabilizing Multimodal Reasoning via Iterative Trajectory Aggregation Just Enough Thinking: Efficient Reasoning with Adaptive Length Penalties Reinforcement Learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T11:02:10.268276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46230b7d-a056-4d80-981a-a5af8cdc0ee5 · outbound

This paper cites Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos.

CASHEW: Stabilizing Multimodal Reasoning via Iterative Trajectory Aggregation Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-03T11:02:10.235519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6db9f789-05da-4e09-9740-e84fb7b5415f · outbound

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

CASHEW: Stabilizing Multimodal Reasoning via Iterative Trajectory Aggregation DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T11:02:10.254514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a17adfd-3c07-49b1-9c17-79bf625feea4 · outbound

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

CASHEW: Stabilizing Multimodal Reasoning via Iterative Trajectory Aggregation MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T11:02:10.229860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcb511b3-4784-43f0-96f7-7fcdd6ea45e6 · outbound

This paper cites LongPerceptualThoughts: Distilling System-2 Reasoning for System-1 Perception.

CASHEW: Stabilizing Multimodal Reasoning via Iterative Trajectory Aggregation LongPerceptualThoughts: Distilling System-2 Reasoning for System-1 Perception

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T11:02:10.240251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.