Pith. sign in

Paper Citation Record · LEDGER

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

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 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 5 of 5 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 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-01T05:35:08.200219Z

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 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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T05:10:45.144421Z digest=sha256:e2300cb686988ec8e71aefafd480524095de433ad40bb31232741ea89ad28929

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 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-10T00:33:39.960170Z digest=sha256:b33c4ddae534d5246d3c27e43ad989ba82b2906b2b0efda4cdc9b7f46864b099

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 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-12T05:15:34.156717Z digest=sha256:6d577b8044556ec2a6e789163ddc9d61b275f8b4d32f982d2978caee9add3f86

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-27T09:52:20.508013Z digest=sha256:e646f0ca9fa93fd2cf78cfa6332c5143115f58d57a2fc02bc484cf906d64a232

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-01T05:35:08.200219Z digest=sha256:45717ef817b17ee6bbbd10cf584de37b06bb0922c8aef5736ddd9313f72414d2