Paper Citation Record · LEDGER

Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 29 inbound Pith citation observations for arXiv:2410.03577.

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

pith.paper-citation-record.v1
2410.03577 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 29 of 29 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 29 of 29 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T20:15:14.704340Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 04bca565-3a08-4c3a-889a-c160b50bd869 · inbound

Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning cites this paper.

Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 269

Resolution: verified exact; arxiv_id, observed 2026-05-23T04:32:32.567596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a537cd69-cf87-4acc-8441-ab75d0bae014 · inbound

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring cites this paper.

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:39.388658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42a2850d-7cd4-4ebb-9cc9-09d94471b299 · inbound

Pierce the Mists, Greet the Sky: Decipher Knowledge Overshadowing via Knowledge Circuit Analysis cites this paper.

Pierce the Mists, Greet the Sky: Decipher Knowledge Overshadowing via Knowledge Circuit Analysis Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-07T15:39:22.133671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f1b04cf-2965-4e64-899b-46dc4a65dddb · inbound

Not All Tokens and Heads Are Equally Important: Dual-Level Attention Intervention for Hallucination Mitigation cites this paper.

Not All Tokens and Heads Are Equally Important: Dual-Level Attention Intervention for Hallucination Mitigation Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T00:53:27.104761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e02966d-90f4-4502-aaf9-660001192938 · inbound

INTER: Mitigating Hallucination in Large Vision-Language Models by Interaction Guidance Sampling cites this paper.

INTER: Mitigating Hallucination in Large Vision-Language Models by Interaction Guidance Sampling Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-06T19:38:19.601377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fb021ba-c070-4165-94c6-e41693bede4e · inbound

Extracting Visual Facts from Intermediate Layers for Mitigating Hallucinations in Multimodal Large Language Models cites this paper.

Extracting Visual Facts from Intermediate Layers for Mitigating Hallucinations in Multimodal Large Language Models Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T15:32:34.547689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23392504-2004-4b95-9259-b2e76894f030 · inbound

Boosting Reasoning in Large Multimodal Models via Activation Replay cites this paper.

Boosting Reasoning in Large Multimodal Models via Activation Replay Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-05-17T05:09:03.933156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0a4e4059-99cc-4a99-84cc-84fbd5bbdb62 · inbound

Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space cites this paper.

Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:03:38.913538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 47c45f66-4da2-421c-a395-0a2e41330692 · inbound

UAOR: Uncertainty-aware Observation Reinjection for Vision-Language-Action Models cites this paper.

UAOR: Uncertainty-aware Observation Reinjection for Vision-Language-Action Models Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T22:07:48.570929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2ec332e-a29a-4754-b5da-2ee6b3191cc3 · inbound

Enhancing Multi-Robot Exploration Using Probabilistic Frontier Prioritization with Dirichlet Process Gaussian Mixtures cites this paper.

Enhancing Multi-Robot Exploration Using Probabilistic Frontier Prioritization with Dirichlet Process Gaussian Mixtures Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 55

Resolution: unresolved; no resolver link, observed 2026-07-13T13:35:02.428552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0d9a8e3-98cd-43ac-aac1-2e21bc4fb26b · inbound

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models cites this paper.

STEAR: Layer-Aware Spatiotemporal Evidence Intervention for Hallucination Mitigation in Video Large Language Models Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:18:13.371247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0a0d3ba9-ed6d-4e80-aaad-6ebb606b1947 · inbound

Understanding the Role of Hallucination in Reinforcement Post-Training of Multimodal Reasoning Models cites this paper.

Understanding the Role of Hallucination in Reinforcement Post-Training of Multimodal Reasoning Models Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:53:16.221460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 61e9867b-1b6a-418a-8b9b-5c70e0912baf · inbound

Relaxing Anchor-Frame Dominance for Mitigating Hallucinations in Video Large Language Models cites this paper.

Relaxing Anchor-Frame Dominance for Mitigating Hallucinations in Video Large Language Models Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 43

Resolution: malformed identifier; arxiv_id, observed 2026-05-11T11:26:03.459942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6c0e02f8-767e-4ad9-8071-cfc5562d642f · inbound

HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering cites this paper.

HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 292

Resolution: verified exact; arxiv_id, observed 2026-05-09T23:54:45.530064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3bde607e-f966-4804-8b62-19f3ed99f9e6 · inbound

Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs cites this paper.

Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 98

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:01:22.602260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 93b11023-aecb-465f-9a1b-2d42a740bccf · inbound

Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs cites this paper.

Reference 98

Resolution: verified exact; arxiv_id, observed 2026-05-11T01:50:51.540616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 644e393b-fc37-4f77-b7b3-66650db59567 · inbound

Mitigating Multimodal LLMs Hallucinations via Relevance Propagation at Inference Time cites this paper.

Mitigating Multimodal LLMs Hallucinations via Relevance Propagation at Inference Time Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 40

Resolution: malformed identifier; arxiv_id, observed 2026-05-11T10:31:01.599681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f8fcdd19-5c1b-4885-bc66-0ceab6926435 · inbound

Self-Captioning Multimodal Interaction Tuning: Amplifying Exploitable Redundancies for Robust Vision Language Models cites this paper.

Self-Captioning Multimodal Interaction Tuning: Amplifying Exploitable Redundancies for Robust Vision Language Models Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-12T01:41:17.797970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b2c012a2-6c3b-4121-a850-c3a349406986 · inbound

Vocabulary Hijacking in LVLMs: Unveiling Critical Attention Heads by Excluding Inert Tokens to Mitigate Hallucination cites this paper.

Vocabulary Hijacking in LVLMs: Unveiling Critical Attention Heads by Excluding Inert Tokens to Mitigate Hallucination Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 54

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T05:16:24.288612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d6e2efe7-84b8-4dbc-9e25-0ee8dcc74477 · inbound

Visual-Noise Guided In-Context Distillation for Multimodal Large Language Model Unlearning cites this paper.

Visual-Noise Guided In-Context Distillation for Multimodal Large Language Model Unlearning Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T19:03:51.505336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4cccfd77-6c2d-4185-b9a5-eca14ee44568 · inbound

MemNovo: Look Back at the Spectrum for Balanced De Novo Peptide Sequencing from Mass Spectrometry cites this paper.

MemNovo: Look Back at the Spectrum for Balanced De Novo Peptide Sequencing from Mass Spectrometry Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 32

Resolution: malformed identifier; arxiv_id, observed 2026-07-03T09:17:48.755079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4e636f58-33a7-463d-9c00-eceb5a182d34 · inbound

Why Sampling Is Not Choosing: Intentionality, Agency, and Moral Responsibility in Large Language Models cites this paper.

Why Sampling Is Not Choosing: Intentionality, Agency, and Moral Responsibility in Large Language Models Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 37

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T14:18:23.013935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0abb5528-7883-4197-a5d6-4bc57687a518 · inbound

Dismantling Pathological Shortcuts: A Causal Framework for Faithful LVLM Decoding cites this paper.

Dismantling Pathological Shortcuts: A Causal Framework for Faithful LVLM Decoding Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 89

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T19:06:02.528160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5e309866-7005-463c-8f3a-4ad15038c4e4 · inbound

Consistency as Inductive Bias: Learning Cross-View Invariance for Robust Multimodal Reasoning cites this paper.

Consistency as Inductive Bias: Learning Cross-View Invariance for Robust Multimodal Reasoning Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-06-30T06:14:19.249729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a1ba8cd2-b043-405e-9efa-c2f76e5856d2 · inbound

ADAPT: Attention Dynamics Alignment with Preference Tuning for Faithful MLLMs cites this paper.

ADAPT: Attention Dynamics Alignment with Preference Tuning for Faithful MLLMs Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 44

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T06:55:29.428242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 460f5360-033a-4eba-911c-8e7c45aee9cd · inbound

Visual Access Boundaries in Vision-Language Model Reasoning cites this paper.

Visual Access Boundaries in Vision-Language Model Reasoning Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T06:24:29.678069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 603f4ed2-4932-46af-8a9f-68303b365f65 · inbound

SpatialAfford: Teaching Compact VLMs Where to Look and Where to Ground for Affordance cites this paper.

SpatialAfford: Teaching Compact VLMs Where to Look and Where to Ground for Affordance Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T00:54:48.841652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67780217-2e34-4511-8d30-98021763aa00 · inbound

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models cites this paper.

Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-06T00:39:51.654449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 733fc7ef-af1c-4968-98d4-2018372f24c0 · inbound

M$^3$Prune: Hierarchical Collaborative Pruning for Efficient Multi-Modal Multi-Agent Retrieval-Augmented Generation cites this paper.

M$^3$Prune: Hierarchical Collaborative Pruning for Efficient Multi-Modal Multi-Agent Retrieval-Augmented Generation Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models

Reference 53

Resolution: malformed identifier; no resolver link, observed 2026-08-07T20:15:14.704340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.