Paper Citation Record · LEDGER

Qwen Look Again: Guiding Vision-Language Reasoning Models to Re-attention Visual Information

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2505.23558.

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

pith.paper-citation-record.v1
2505.23558 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T18:10:03.746032Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T20:56:13.710075Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation f2029779-be6f-4f46-9899-fc776e715073 · inbound

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey cites this paper.

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey Qwen Look Again: Guiding Vision-Language Reasoning Models to Re-attention Visual Information

Reference 249

Resolution: verified exact; arxiv_id, observed 2026-05-18T19:21:48.200111Z

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 abc59b88-cb27-4942-91d2-6eec3e75b2fd · inbound

A Survey of Reinforcement Learning for Large Reasoning Models cites this paper.

A Survey of Reinforcement Learning for Large Reasoning Models Qwen Look Again: Guiding Vision-Language Reasoning Models to Re-attention Visual Information

Reference 92

Resolution: verified exact; arxiv_id, observed 2026-05-18T00:02:25.189746Z

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 06c7f784-ff5a-481c-af43-884de631629c · inbound

Beyond Reasoning Gains: Mitigating General-Capability Forgetting in Large Reasoning Models cites this paper.

Beyond Reasoning Gains: Mitigating General-Capability Forgetting in Large Reasoning Models Qwen Look Again: Guiding Vision-Language Reasoning Models to Re-attention Visual Information

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T08:15:49.406668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bfc4a53-e113-4053-b49f-f3a8bfc9871b · inbound

VIDA: A dataset for Visually Dependent Ambiguity in Multimodal Machine Translation cites this paper.

VIDA: A dataset for Visually Dependent Ambiguity in Multimodal Machine Translation Qwen Look Again: Guiding Vision-Language Reasoning Models to Re-attention Visual Information

Reference 91

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T05:50:25.875190Z

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 f082c79b-181f-43b6-9177-cebbd494ba4d · inbound

Reflection Anchors for Propagation-Aware Visual Retention in Long-Chain Multimodal Reasoning cites this paper.

Reflection Anchors for Propagation-Aware Visual Retention in Long-Chain Multimodal Reasoning Qwen Look Again: Guiding Vision-Language Reasoning Models to Re-attention Visual Information

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:41:25.456588Z

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 2b9c0382-4228-465e-8d9e-8b8b7bad606c · inbound

Towards Order Fairness: Mitigating LLMs Order Sensitivity through Dual Group Advantage Optimization cites this paper.

Towards Order Fairness: Mitigating LLMs Order Sensitivity through Dual Group Advantage Optimization Qwen Look Again: Guiding Vision-Language Reasoning Models to Re-attention Visual Information

Reference 49

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T07:37:29.848712Z

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 802207f2-0def-40a0-a74c-838777043278 · inbound

PDCR: Perception-Decomposed Confidence Reward for Vision-Language Reasoning cites this paper.

PDCR: Perception-Decomposed Confidence Reward for Vision-Language Reasoning Qwen Look Again: Guiding Vision-Language Reasoning Models to Re-attention Visual Information

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-14T19:22:50.397172Z

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 4b0eca96-75f6-4ed6-97a1-39d6de2693a8 · inbound

Vision Inference Former: Sustaining Visual Consistency in Multimodal Large Language Models cites this paper.

Vision Inference Former: Sustaining Visual Consistency in Multimodal Large Language Models Qwen Look Again: Guiding Vision-Language Reasoning Models to Re-attention Visual Information

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-20T11:38:14.456765Z

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 a657bc6d-0f89-468e-ad1a-a62fc1c75155 · inbound

Vision Inference Former: Sustaining Visual Consistency in Multimodal Large Language Models cites this paper.

Vision Inference Former: Sustaining Visual Consistency in Multimodal Large Language Models Qwen Look Again: Guiding Vision-Language Reasoning Models to Re-attention Visual Information

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-06-30T18:45:00.148348Z

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 3bc2bbb6-ff74-4f4e-904b-77d8cf1c76ab · inbound

DeepLatent: Think with Images via Parallel Latent Visual Reasoning cites this paper.

DeepLatent: Think with Images via Parallel Latent Visual Reasoning Qwen Look Again: Guiding Vision-Language Reasoning Models to Re-attention Visual Information

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T20:22:37.749897Z

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 82634a68-c29c-4b80-af0a-e17b2ce07de2 · inbound

Trust Region On-Policy Distillation cites this paper.

Trust Region On-Policy Distillation Qwen Look Again: Guiding Vision-Language Reasoning Models to Re-attention Visual Information

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T20:56:13.711776Z

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 5bc3f27d-8948-4577-8e54-56eb41bc179f · inbound

Recompute or Reuse? Diagnosing and Mitigating Textual Shortcuts in VLM Self-Reflection cites this paper.

Recompute or Reuse? Diagnosing and Mitigating Textual Shortcuts in VLM Self-Reflection Qwen Look Again: Guiding Vision-Language Reasoning Models to Re-attention Visual Information

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T18:10:03.746032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.