Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T11:15:13.110450Z
Paper Citation Record · LEDGER
As of 13 August 2026, this Paper Citation Record lists 74 of 74 outbound references and 0 inbound Pith citation observations for arXiv:2412.15683.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T11:15:13.110450Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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
74 of 74 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 50708657-cc7d-496d-a66f-12638717118e · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 1
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Observation 86efd56b-addd-49dd-a4b4-2074a37521e1 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 2
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Observation e694aed1-1f2d-416c-ae64-4da2994e3d36 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 3
Source-reported events for the cited work
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Observation 6e45831b-5342-4225-bd26-cbc47a380bde · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Uncertainty in Natural Language Generation: From Theory to Applications
Reference 4
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Observation 65d584ae-e9a6-409b-805c-ae8f63b8c813 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 5
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Observation 73abd871-cce1-490f-beab-d5ecbcd447d5 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 6
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Observation 0e4ab0b3-6b18-424f-9e40-ca89bacbb5cf · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 7
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Observation efb32b29-9b1d-460f-99e2-89192d94c2ae · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection
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Observation 20279143-217c-4c82-a1c0-b954d2eb347c · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 9
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Observation 6756aa86-c9bd-45ab-b5ff-8a5aa281437b · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 10
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Observation b982991a-3fde-4b81-9890-e65c560cbb03 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 11
Source-reported events for the cited work
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Observation 5b39c61c-aca3-42c3-82f0-1ae600425363 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 12
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Unavailable: canonical work link unavailable.
Observation 73b55ea0-9fe1-487b-8427-f74cce6ef07b · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 13
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Observation 98e8199c-63e3-4185-8e21-fd67b8e10740 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 14
Source-reported events for the cited work
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Observation b8c48a19-767e-486a-9a4d-bac59393d7ed · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 15
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Observation 5958b5c0-44c4-4f1a-996d-8d2239fa9c35 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 16
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Observation d075e86e-bbd7-411f-bb2e-1ef37b69835f · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 17
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Observation 36ec921b-4965-4cbd-8545-1c052212a30c · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 18
Source-reported events for the cited work
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Observation 2bc943b5-27ba-4931-91a5-f4ffcd10c1df · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 19
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Observation cb9286ad-291d-4e31-b6c2-717b50e12304 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Sequence Transduction with Recurrent Neural Networks
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aaa6c8d7-a495-437d-bcb8-15eee493c86a · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 21
Source-reported events for the cited work
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Observation 7fec168f-5c12-4ca5-ae3f-78c7e29cb9b3 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb67b73b-05de-4dde-9ac3-990931ce7b34 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses DeBERTa: Decoding-enhanced BERT with Disentangled Attention
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation baa9e1e1-29d9-4b02-ad58-108d480c8cc6 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57de3e07-26ba-4f57-a25a-25a7805226c6 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Decomposing Uncertainty for Large Language Models through Input Clarification Ensembling
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61140a98-a70a-4755-bf75-04e5512f4588 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 26
Source-reported events for the cited work
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Observation 55351a59-4364-4ddf-b948-29ef2f208a06 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 27
Source-reported events for the cited work
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Observation c5d4cbdc-4047-4365-bc34-2970bce119cc · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd55d4a2-393c-4a85-afc2-33a98edca91a · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6beb7500-4ab0-4695-b0c3-fa40bef1484a · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Language Models (Mostly) Know What They Know
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b89e807-08e6-4c3a-bea1-fe428fce385c · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 231258a8-5481-4e0d-910e-3e238edec6c0 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2267f68e-8f00-4527-9f77-870d4744c229 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses CLAM: Selective Clarification for Ambiguous Questions with Generative Language Models
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5aab56a7-01b7-407b-ad37-3ac35ceccaa9 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 34
Source-reported events for the cited work
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Observation 2dc0eaf3-9ef7-4e24-82a0-abe0cce00316 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Calibration of Encoder Decoder Models for Neural Machine Translation
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32ea4bb0-894a-4533-a36f-43ab01c4baca · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 36
Source-reported events for the cited work
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Observation 2c140bda-e0b6-414c-893c-6f1578fe3eac · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4164cf9d-28b0-463a-b910-cd3867c5f3f1 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 38
Source-reported events for the cited work
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Observation 6fbd1a9c-f59e-48e0-891a-99aa6be6d732 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 39
Source-reported events for the cited work
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Observation aa00dca3-12a7-4db9-b350-66f8f04fc626 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 40
Source-reported events for the cited work
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Observation 5db30b42-6475-4eb3-bedf-4018f4b571ad · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 41
Source-reported events for the cited work
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Observation 8d8482d0-5862-4133-a113-abed2e30cf53 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 42
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Observation a651dcc0-5772-41d9-973f-880ac1cf5fc5 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 43
Source-reported events for the cited work
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Observation cfdf947d-e81d-4111-9f60-3b3f2051f238 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 44
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Observation 4ad48b47-5b8f-4e8c-804e-23a61cfb7bb7 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Mielke, Arthur Szlam, Emily Dinan, and Y-Lan Boureau
Reference 45
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Observation 631cd2af-1164-43b5-af07-66ee31aeec5b · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c920d0f-a392-4008-876c-3d234cec8006 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f59a31e6-e3f6-4266-a57b-485f5c0fe7a5 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 48
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Unavailable: canonical work link unavailable.
Observation c5cd199a-0d7c-4d7a-996b-c07118612fd5 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Kernel Language Entropy: Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities
Reference 49
Source-reported events for the cited work
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Observation 502642ff-7434-4fde-b5c7-7439956decb0 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 50
Source-reported events for the cited work
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Observation 09671c6f-e7f0-4f15-a8e6-43b13e4582ea · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d150c429-15a2-4aa6-9a19-b61f84cc12b1 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Semantic Consistency for Assuring Reliability of Large Language Models
Reference 52
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Observation d5478266-6199-421e-85da-19db7acc545d · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 53
Source-reported events for the cited work
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Observation 7de7c2a8-7e5e-4aa1-bb04-96811b503b9a · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 54
Source-reported events for the cited work
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Observation e72bbb16-8184-4ab5-88fa-478e74efa3d7 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unpacking Large Language Models with Conceptual Consistency
Reference 55
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Unavailable: canonical work link unavailable.
Observation b2f901dd-7f1b-4a94-b07e-065cadfa8bd5 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 56
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Observation 6d91b716-4c8c-4cc3-bd55-2c92f31e323e · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges
Reference 57
Source-reported events for the cited work
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Observation 67c2e69d-ed83-44e7-a184-4557e5af35c2 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 58
Source-reported events for the cited work
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Observation 6ce79f81-fdfc-4d40-a298-be9a028be7d4 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 59
Source-reported events for the cited work
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Observation ef1c15ba-a2cc-4f5f-84d7-4b0671b7334a · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 60
Source-reported events for the cited work
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Observation 2ce6d9ac-9898-4c6a-adae-25a6d6cdd750 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation
Reference 61
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Observation 1d8d274c-eabe-4110-9c28-697e5c56b94f · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 62
Source-reported events for the cited work
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Observation 1df11b8a-6410-4236-810e-b95138485934 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 63
Source-reported events for the cited work
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Observation 9b9be735-9820-466a-a667-537b167d5b65 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs
Reference 64
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Observation 6fed6093-a335-4e87-9ab3-6d07d2d69313 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 65
Source-reported events for the cited work
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Observation 6b19c58b-bd1d-47ae-8d53-1ec53b0a2895 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses To Believe or Not to Believe Your LLM
Reference 66
Source-reported events for the cited work
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Observation 34f29d45-503b-4fba-8b46-77ccdc8240df · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Just rephrase it! Uncertainty estimation in closed-source language models via multiple rephrased queries
Reference 67
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bee958eb-adb9-458a-ab86-648df0e45749 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 68
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0baec05a-0790-424d-b6a2-4b6c34b33d49 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 69
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7607f03b-fa5c-4f29-ab06-aef163ac2915 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Clarify When Necessary: Resolving Ambiguity Through Interaction with LMs
Reference 70
Source-reported events for the cited work
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Observation da873847-b240-4268-bb59-3e3f994095d7 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses OPT: Open Pre-trained Transformer Language Models
Reference 71
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35d7b539-f3cb-4064-b5d9-bb9aeb325bf5 · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses Unresolved cited work
Reference 72
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f004ce71-ca82-4f74-97cf-bec0630d2bfa · outbound
Variability Need Not Imply Error: The Case of Adequate but Semantically Distinct Responses URL: " 'urlintro :=
Reference 73
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Observation eda1a329-1f9a-4b1e-8262-8fe1cd7fe72d · outbound
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Reference 74
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.