Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T16:31:12.995773Z
Paper Citation Record · LEDGER
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations
As of 15 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2608.10835.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
39 of 39 outbound references displayed
- verified exact0
- verified fuzzy25
- unresolved14
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 3e403643-8d39-4470-9fa6-54e87c6e1cc8 · outbound
This paper cites MHALO : Evaluating MLLM s as Fine-grained Hallucination Detectors.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations MHALO : Evaluating MLLM s as Fine-grained Hallucination Detectors
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:31:13.349942Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7410496d-458f-4921-ba22-f0eadd69b36e · outbound
This paper cites CVPR , year=.
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:31:13.342155Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9ed3f197-f8f2-4d2c-914f-1f4b95c9ba21 · outbound
This paper cites Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP) , year =.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP) , year =
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:31:13.333999Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5c8ab6c3-7ce8-495e-8c66-7eaafebd24c8 · outbound
This paper cites Object Hallucination in Image Captioning.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations Object Hallucination in Image Captioning
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:31:13.326259Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation bc6647fc-1546-4c58-9656-a5fc82c12077 · outbound
This paper cites HALP : Detecting Hallucinations in Vision-Language Models without Generating a Single Token.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations HALP : Detecting Hallucinations in Vision-Language Models without Generating a Single Token
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:31:13.318330Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 65938ff4-37b3-4c61-9afb-ac6ebe82bb77 · outbound
This paper cites an unresolved cited work.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T16:31:13.310332Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 95da8531-b00e-4d4e-8f2d-e0574a2bd69c · outbound
This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , year =.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , year =
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:31:13.302501Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 86daed9c-9e9d-4c8d-9c38-136e7c828a45 · outbound
This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T16:31:12.912155Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 291658b1-0ba6-4085-a920-46b826d23a6e · outbound
This paper cites an unresolved cited work.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T16:31:13.290799Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 3323b034-2657-4aff-bfac-fba08d1ae200 · outbound
This paper cites The Internal State of an LLM Knows When It`s Lying.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations The Internal State of an LLM Knows When It`s Lying
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:31:13.283416Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 78c22b0a-61b0-42d1-911b-e8b87425f6ef · outbound
This paper cites Advances in Neural Information Processing Systems , year=.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations Advances in Neural Information Processing Systems , year=
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:31:13.275456Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 696bfd55-c36c-41f9-b967-fb2edaddc8f8 · outbound
This paper cites Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP) , year=.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP) , year=
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:31:13.267331Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 934d6e06-9d04-4701-ac97-41c6808d7bf2 · outbound
This paper cites an unresolved cited work.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T16:31:13.259419Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f3198a5b-9228-4725-8691-3ce5147ca633 · outbound
This paper cites Beyond Token Probes: Hallucination Detection via Activation Tensors with.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations Beyond Token Probes: Hallucination Detection via Activation Tensors with
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:31:13.251448Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7074e467-5ec8-4273-9233-adf407911e68 · outbound
This paper cites International Conference on Learning Representations (ICLR) , year =.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations International Conference on Learning Representations (ICLR) , year =
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:31:13.243694Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ff6da8d5-6ccb-44a3-965b-f094ac14b9ef · outbound
This paper cites Beyond Next Token Probabilities: Learnable, Fast Detection of Hallucinations and Data Contamination on.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations Beyond Next Token Probabilities: Learnable, Fast Detection of Hallucinations and Data Contamination on
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:31:13.236013Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1f40754f-ebd6-4c3b-903b-0cfc52b7806b · outbound
This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , year=.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , year=
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:31:13.227805Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a35441e7-8570-4961-bd76-e1cec15fc0cf · outbound
This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , year =.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , year =
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T16:31:12.939157Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7990fa3f-0fd9-4cb1-bd9e-3f9ed492dcfb · outbound
This paper cites Science China Information Sciences , year=.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations Science China Information Sciences , year=
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:31:13.216072Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ec746b19-064e-4922-98de-f8ed5fd69fa9 · outbound
This paper cites Pre-Training Multimodal Hallucination Detectors with Corrupted Grounding Data.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations Pre-Training Multimodal Hallucination Detectors with Corrupted Grounding Data
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T16:31:12.944459Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4543e4e-0355-4f0d-99bc-1c06cff97378 · outbound
This paper cites and Nguyen, Phi Le and Phan, Vu Minh Hieu , booktitle =.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations and Nguyen, Phi Le and Phan, Vu Minh Hieu , booktitle =
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:31:13.208653Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 33c8ff53-7686-494c-b3dd-cf7e45e127f8 · outbound
This paper cites an unresolved cited work.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T16:31:13.200875Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5e88a162-e735-4e14-a444-0d87a0e8c37d · outbound
This paper cites Proceedings of the 33rd ACM International Conference on Multimedia , year=.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations Proceedings of the 33rd ACM International Conference on Multimedia , year=
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:31:13.191368Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 74dc4d7c-40cd-4536-8115-69dd3629a0bc · outbound
This paper cites Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Attention Lens.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Attention Lens
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T16:31:12.955079Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95777a1c-b1cb-4f29-8766-f69ea12e4a64 · outbound
This paper cites The Thirteenth International Conference on Learning Representations (ICLR) , year=.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations The Thirteenth International Conference on Learning Representations (ICLR) , year=
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:31:13.183733Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 63a7c026-e4b9-4a22-93a0-ead5d1d7404f · outbound
This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , year =.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , year =
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:31:13.175842Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 77f512b2-4a77-4c74-86e4-fd905faece4f · outbound
This paper cites an unresolved cited work.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-12T16:31:13.167894Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0fe84b84-3209-41fb-b397-acd8cb5ed753 · outbound
This paper cites Proceedings of the 34th International Conference on Machine Learning (ICML) , year =.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations Proceedings of the 34th International Conference on Machine Learning (ICML) , year =
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:31:13.160321Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6268247c-7849-44bb-b920-0cb3b6bc698a · outbound
This paper cites International Conference on Learning Representations (ICLR) , year =.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations International Conference on Learning Representations (ICLR) , year =
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T16:31:12.968479Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5dbe54c8-4f8a-497d-ac4c-6c61cde83b96 · outbound
This paper cites Learning Phrase Representations using.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations Learning Phrase Representations using
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:31:13.148438Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 83f520ad-86cb-498c-9548-0018b9c2ad0e · outbound
This paper cites Transactions of the Association for Computational Linguistics (TACL) , volume =.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations Transactions of the Association for Computational Linguistics (TACL) , volume =
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:31:13.139821Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ba28c13d-7692-4c1d-8022-ae83b39f8f95 · outbound
This paper cites Microsoft.
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T16:31:12.976349Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd0bbf2f-5d9a-414a-a25e-e448606ed547 · outbound
This paper cites The Llama 3 Herd of Models.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations The Llama 3 Herd of Models
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T16:31:12.978635Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd1375d1-86fe-4326-b3f4-767933ddf2b9 · outbound
This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) , year=.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) , year=
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:31:13.127383Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0f964ffb-59b1-4c2e-a099-2c4b6e88c731 · outbound
This paper cites Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) , year=.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) , year=
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:31:13.119351Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 31e2d5f3-dd4e-4831-a144-4e72cfeb88df · outbound
This paper cites Qwen3-VL Technical Report.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations Qwen3-VL Technical Report
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T16:31:12.987414Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52de6c7e-afcf-49de-a448-528990ca79c1 · outbound
This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year=.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations Advances in Neural Information Processing Systems (NeurIPS) , year=
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:31:13.111288Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 091372b5-61d1-4c99-abcc-cb71e0d1b269 · outbound
This paper cites International Conference on Learning Representations (ICLR) , year=.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations International Conference on Learning Representations (ICLR) , year=
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-12T16:31:13.103094Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 08e59140-4115-4970-87c5-5e982ebd5742 · outbound
This paper cites arXiv preprint arXiv:2602.08099 , year=.
UniProbe: A Learnable Token-Level Hallucination Detector for Large VLMs using Multi-Structural Internal Representations arXiv preprint arXiv:2602.08099 , year=
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T16:31:12.995773Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.