Pith. sign in

Paper Citation Record · LEDGER

HallE-Control: Controlling Object Hallucination in Large Multimodal Models

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 18 inbound Pith citation observations for arXiv:2310.01779.

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

pith.paper-citation-record.v1
2310.01779 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 18 of 18 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 18 of 18 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:03:29.096547Z

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 48413e77-04cb-44bb-b9e1-943936da202a · inbound

A Survey on Multimodal Large Language Models cites this paper.

A Survey on Multimodal Large Language Models HallE-Control: Controlling Object Hallucination in Large Multimodal Models

Reference 161

Resolution
verified exact
arxiv_id, observed 2026-05-16T02:56:42.031597Z

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.

source=pdf_text observed=2026-05-16T02:56:41.658658Z digest=sha256:40c9f369ea9a85aa15529c138cbc92e729ba8e795d72257181ed2c18dbd522c0

Observation 36fa94fb-4a79-4e12-9047-107b572f97f8 · inbound

AMBER: An LLM-free Multi-dimensional Benchmark for MLLMs Hallucination Evaluation cites this paper.

AMBER: An LLM-free Multi-dimensional Benchmark for MLLMs Hallucination Evaluation HallE-Control: Controlling Object Hallucination in Large Multimodal Models

Reference 12

Resolution
metadata mismatch
arxiv_id, observed 2026-05-16T06:44:30.289828Z

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.

source=pdf_text observed=2026-05-16T06:44:30.244832Z digest=sha256:7817044613004accd6c054526950beb5328237372d1c223d9e7593f7e217daf9

Observation d7e8f4a9-9297-453a-832a-965e193655ac · inbound

A Survey on Hallucination in Large Vision-Language Models cites this paper.

A Survey on Hallucination in Large Vision-Language Models HallE-Control: Controlling Object Hallucination in Large Multimodal Models

Reference 50

Resolution
verified exact
arxiv_id, observed 2026-05-13T22:10:10.259075Z

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.

source=pdf_text observed=2026-05-13T22:10:10.186950Z digest=sha256:fa6c31f1986dfa72d852d32667590670c7254b0bf870bfeedb336d969faa006a

Observation b91ed071-0510-4fa5-adf3-fe01f5281c13 · inbound

Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding cites this paper.

Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding HallE-Control: Controlling Object Hallucination in Large Multimodal Models

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-07T15:03:29.096547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:03:29.096547Z digest=sha256:ca54297bcad56c02fe4743c169a693d51d04b90930100ac7799ab1119ac929c7

Observation cfca2e93-cf4b-452b-b68f-7a617e018f9c · inbound

ZINA: Multimodal Fine-grained Hallucination Detection and Editing cites this paper.

ZINA: Multimodal Fine-grained Hallucination Detection and Editing HallE-Control: Controlling Object Hallucination in Large Multimodal Models

Reference 6

Resolution
metadata mismatch
arxiv_id, observed 2026-05-19T10:12:14.603268Z

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.

source=pdf_text observed=2026-05-19T10:07:18.162776Z digest=sha256:e545fabb042be5f99f2a7fe17fabb431c08c4fd12711b64143e1ff337d6600bb

Observation 2fd96e00-cd18-43b1-969d-e8e53ec135af · inbound

Counterfactual Segmentation Reasoning: Diagnosing and Mitigating Pixel-Grounding Hallucination cites this paper.

Counterfactual Segmentation Reasoning: Diagnosing and Mitigating Pixel-Grounding Hallucination HallE-Control: Controlling Object Hallucination in Large Multimodal Models

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-05-19T07:37:08.822765Z

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.

source=pdf_text observed=2026-05-19T07:35:33.844242Z digest=sha256:cc40f72aa5dff0e27e62896384e2b6c31f1104d222439ba7b65f01220f9e8c6d

Observation 9c59b816-d211-4455-b145-30517c69511a · inbound

BMMR: A Large-Scale Bilingual Multimodal Multi-Discipline Reasoning Dataset cites this paper.

BMMR: A Large-Scale Bilingual Multimodal Multi-Discipline Reasoning Dataset HallE-Control: Controlling Object Hallucination in Large Multimodal Models

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T20:15:52.659099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:15:52.659099Z digest=sha256:d8abfe859cdc292f9a00b4248126ec89cdfe4d680f1353b18bf10a871eb13ae4

Observation 36fe1c95-1620-4561-a3cd-5e6037917e1a · inbound

Towards Multimodal Understanding via Stable Diffusion as a Task-Aware Feature Extractor cites this paper.

Towards Multimodal Understanding via Stable Diffusion as a Task-Aware Feature Extractor HallE-Control: Controlling Object Hallucination in Large Multimodal Models

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T18:52:34.896934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:52:34.896934Z digest=sha256:0c0a4e5070b2394811058bc4ca7c1cf16641289b1809ed2a98f11b08b827cb55

Observation 2b871298-39fa-489e-bb07-c819cefd682e · inbound

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey cites this paper.

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey HallE-Control: Controlling Object Hallucination in Large Multimodal Models

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-05T20:28:49.437336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T20:28:49.437336Z digest=sha256:d86a89475debebe97fbdbe3587d08124690cefdb1c830b95d8b0f9f2f4cd0aec

Observation 4f6aadd5-009b-4a4e-a8bf-30f06ea8d55e · inbound

Scene Graph-Guided Proactive Replanning for Failure-Resilient Embodied Agent cites this paper.

Scene Graph-Guided Proactive Replanning for Failure-Resilient Embodied Agent HallE-Control: Controlling Object Hallucination in Large Multimodal Models

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-05T20:05:12.207681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T20:05:12.207681Z digest=sha256:a7bde46b07c2d88d508217cbf977daf1031c3a5f72c0b681a3274de7b0629d0e

Observation 577e4132-ae70-40ac-b3e6-aa7940e9986a · inbound

CaptionQA: Is Your Caption as Useful as the Image Itself? cites this paper.

CaptionQA: Is Your Caption as Useful as the Image Itself? HallE-Control: Controlling Object Hallucination in Large Multimodal Models

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-05-17T05:44:07.275407Z

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.

source=pdf_text observed=2026-05-17T05:42:57.288054Z digest=sha256:75e2fd03a42067f607b90bc95e22a3f98a5361b12f4e5d1c8a2c33e2d2d1e57a

Observation 8b144643-28ca-4657-bca5-9a731b61bfa2 · inbound

KoALa-Bench: Evaluating Large Audio Language Models on Korean Speech Understanding and Faithfulness cites this paper.

KoALa-Bench: Evaluating Large Audio Language Models on Korean Speech Understanding and Faithfulness HallE-Control: Controlling Object Hallucination in Large Multimodal Models

Reference 4

Resolution
malformed identifier
arxiv_id, observed 2026-05-14T22:33:10.523234Z

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.

source=pdf_text observed=2026-05-14T22:31:41.397685Z digest=sha256:893ba1c344de9bd79f1ae5679b387157c3720fdcdb39d48c7da3d4f91fa42f2d

Observation e0825748-a7a5-4245-82f9-c075ad3c820f · 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 HallE-Control: Controlling Object Hallucination in Large Multimodal Models

Reference 49

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T05:16:24.217827Z

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.

source=arxiv_source observed=2026-05-12T05:15:34.156717Z digest=sha256:c8195a45309872023cf68cdbe6db3faae477fba0c874ae979e8923dee4daaa51

Observation f1353861-5f8d-4753-9cc3-6d7019f96bc9 · inbound

Deep Pre-Alignment for VLMs cites this paper.

Deep Pre-Alignment for VLMs HallE-Control: Controlling Object Hallucination in Large Multimodal Models

Reference 108

Resolution
verified exact
arxiv_id, observed 2026-05-19T16:27:39.221504Z

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.

source=arxiv_source observed=2026-05-19T16:26:41.094936Z digest=sha256:135a52ee9e48cadeaed9d7e0743cb30abe86ec0431f99bf8d105b73cfa57eadb

Observation 860208d0-6d27-4f8e-aeb1-ffc740f2f352 · inbound

Reducing Object Hallucination in LVLMs via Emphasizing Image-negative Tokens cites this paper.

Reducing Object Hallucination in LVLMs via Emphasizing Image-negative Tokens HallE-Control: Controlling Object Hallucination in Large Multimodal Models

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-21T05:09:38.515995Z

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.

source=pdf_text observed=2026-05-21T05:07:12.965100Z digest=sha256:93e38a5a2c84d345cf47ad8d4e95d827c163f2ff9292eb0a1de2380b61e6abb1

Observation d27fadb7-a819-42c9-9419-e1b6846fb866 · inbound

Remember with Confidence: Uncertainty Quantification for Spatio-temporal Memory with Probabilistic Guarantees cites this paper.

Remember with Confidence: Uncertainty Quantification for Spatio-temporal Memory with Probabilistic Guarantees HallE-Control: Controlling Object Hallucination in Large Multimodal Models

Reference 54

Resolution
verified exact
arxiv_id, observed 2026-07-02T21:17:24.673739Z

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.

source=pdf_text observed=2026-06-27T19:51:23.567522Z digest=sha256:0117602bba4d86f9ea61560b34d67132b3128728e602dcb9c29075e886eff60a

Observation eab22966-5b2d-41d5-a003-75f5ee8f27bc · inbound

HalluScope: Fine-grained Hallucination Diagnosis for Multimodal Large Language Models cites this paper.

HalluScope: Fine-grained Hallucination Diagnosis for Multimodal Large Language Models HallE-Control: Controlling Object Hallucination in Large Multimodal Models

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-01T08:33:11.374569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:33:11.374569Z digest=sha256:61e31a27cb56ca8b6021c0089d7d768f8afc4fae13bbf7c18a1ebce22ccbd222

Observation 83effe40-e825-4d76-b2c3-5952c5ce6d4a · inbound

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO cites this paper.

Teaching MLLMs to Say No: Generalized Referring Expression Comprehension via Refusal Calibrated GRPO HallE-Control: Controlling Object Hallucination in Large Multimodal Models

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-06T18:44:50.611346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:44:50.611346Z digest=sha256:3d2be2acf36272afce528a90c1f4a407c13c862f9204bde18fd59c7cd54590bf