Paper Citation Record · LEDGER

CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2501.16629.

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

pith.paper-citation-record.v1
2501.16629 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 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 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:14:06.085419Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T10:48:02.055930Z

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 bff41d04-64f7-4048-95f9-c7627027b03f · inbound

Zooming from Context to Cue: Hierarchical Preference Optimization for Multi-Image MLLMs cites this paper.

Zooming from Context to Cue: Hierarchical Preference Optimization for Multi-Image MLLMs CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T13:14:06.085419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f59e6fd2-0d95-4432-be15-24e3bece8509 · inbound

SuperWriter: Reflection-Driven Long-Form Generation with Large Language Models cites this paper.

SuperWriter: Reflection-Driven Long-Form Generation with Large Language Models CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T10:52:06.053033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0e981bb-533d-4a6e-8e5f-b0f745e976ad · inbound

Mitigating Multimodal Hallucination via Phase-wise Self-reward cites this paper.

Mitigating Multimodal Hallucination via Phase-wise Self-reward CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:38:43.300995Z

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 1f0710d1-df48-4b69-9cb0-594a257e5306 · inbound

Mitigating Hallucinations in Large Vision-Language Models without Performance Degradation cites this paper.

Mitigating Hallucinations in Large Vision-Language Models without Performance Degradation CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs

Reference 170

Resolution: verified exact; arxiv_id, observed 2026-05-10T00:34:47.815100Z

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 28772c41-9eae-4580-856b-a0874090390b · 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 CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:16:24.341461Z

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 10ea8398-1c64-46c6-9c54-c97111b0cf2a · inbound

Analyzing and Improving Fine-grained Preference Optimization in Medical LVLMs cites this paper.

Analyzing and Improving Fine-grained Preference Optimization in Medical LVLMs CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-07-03T10:48:02.057680Z

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 fa500c79-3e78-4519-a495-7ffa5951df83 · inbound

No Place to Hide: Benchmarking Video Hallucination with Background-Controlled Pairs cites this paper.

No Place to Hide: Benchmarking Video Hallucination with Background-Controlled Pairs CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-07-01T10:25:41.379016Z

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.