Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T13:12:25.974179Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 0 inbound Pith citation observations for arXiv:2608.05439.
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 2026-08-08T13:12:25.974179Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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
61 of 61 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 39f824c0-21b1-46ac-9092-865c563b4668 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Adaptive teaching of temporal logic formulas to preference-based learners
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ed8da75e-4598-49a5-a1c4-0ef03a4b05da · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Learning interpretable temporal properties from positive examples only
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 56ffea28-7d77-4c25-947b-54816061ce8e · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Interactive plan selection using linear temporal logic, disjunctive action landmarks, and natural language instruction
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 52aefd04-ec39-440f-9a35-0b270349c4e1 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Proba- bilistic model checking of robots deployed in extreme environments
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c792588f-39ff-432e-a19a-a1a4278056d7 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications The temporal logic of programs
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31820d28-3709-4559-8cb7-12a3883c1d95 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Monitoring temporal properties of continuous signals
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73538e94-eb46-4a4c-8d6b-9b9ab95106a1 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Spatial: mon- itoring and planning of robotic tasks using spatio-temporal logic specifications.Autonomous Robots, 47(8): 1439–1462, 2023
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e4b83c95-220b-41ca-b073-8459186a2626 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Deepstl: from english requirements to signal temporal logic
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e7ad5691-1fc0-49bf-a790-354812e39800 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Nl2tl: Transforming natural languages to temporal logics using large language models
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9fcc50eb-4aa2-442a-8eae-ebd4bdd015b7 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Unresolved cited work
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0b57e71f-2c4f-49fe-99c3-0ddb6d80826a · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Calibrated interpretation: Confidence estimation in semantic parsing.Transactions of the Association for Computational Linguistics, 11:1213–1231, 2023
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f0f550e3-b787-489e-9a40-050cc0c6696c · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications A unified view of evaluation metrics for structured prediction
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c4864486-736e-4e96-bf9a-8d1ed3290231 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Semantic evaluation for text-to-sql with distilled test suites
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d88a6274-70b2-4e04-8b41-5487e7e2ad97 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Confidence estimation for error detection in text-to-sql systems
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 856d09ad-5857-42d1-9170-90e0b788589d · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Springer, 2005
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10b8243b-336b-40dd-80b6-b649dfc39586 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Selectivenet: A deep neural network with an integrated reject option
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 38da1705-47c2-4a8c-b906-413bb4597355 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Selective generation for controllable language models.Advances in Neural Information Processing Systems, 37:50494–50527, 2024
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f78f669d-5033-4648-88f8-61dcfccb49d4 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Conformal risk control
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d37c20ab-beaa-4986-ab67-7a3d329a6347 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications SConU: Selective conformal uncertainty in large language models
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae70d9eb-63c0-4965-8fc5-f2a60a7fe70a · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Sorry dave, i’m afraid i can’t do that: Explaining unachievable robot tasks using natural language
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e6eef47c-03f2-4e6e-a492-1d6914ac116e · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Sequence-to-sequence language grounding of non-markovian task specifications
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6db88dc1-9eb0-4adf-b388-9f970f531956 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Learning a natural-language to ltl executable semantic parser for grounded robotics
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 67f0c98c-5812-437b-98e8-164045101a4c · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications nl2spec: Interactively translating unstructured natural language to temporal logics with large language models
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e1f30717-3a97-4dfd-a7b0-1c92fa02f727 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Translating natural language to temporal logics with large language models and model checkers
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d5557135-5783-4782-88ed-a0eda7254c5e · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Enhancing transformation from natural language to signal temporal logic using llms with diverse external knowledge
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0065a34e-d12a-4907-bc63-273432e71a75 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Grammar-forced translation of natural language to temporal logic using llms.arXiv preprint arXiv:2512.16814, 2025
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 55e17510-7ea1-4842-8a95-1775c4f2d5c3 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Nl2ltl–a python package for converting natural language (nl) instructions to linear temporal logic (ltl) formulas
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d524328b-2034-4a2e-be5a-88b49cbf47fe · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Conformalnl2ltl: Translating natural language instructions into temporal logic formulas with conformal correctness guarantees.arXiv preprint arXiv:2504.21022, 2025
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2af2dfff-c0a8-4c69-ae1b-24b9e69276de · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Api is enough: Conformal prediction for large language models without logit-access
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 135dcd79-0df4-4df7-bb37-74eaa1c46036 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Conu: Conformal uncertainty in large language models with correctness coverage guarantees
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9306bf8d-7b3b-4422-82a0-727f3c8eb0de · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Conformal language modeling
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0cf8ed35-b0e1-4ea5-99a8-b667957cf988 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Language Models with Conformal Factuality Guarantees
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3853b8d-e685-4924-9dad-6ac3c9a85ff4 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Prompt risk control: A rigorous framework for responsible deployment of large language models
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 794a6fb4-2033-409c-8a82-cbed7bfbdb07 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Large language model validity via enhanced conformal prediction methods.Advances in Neural Information Processing Systems, 37:114812–114842, 2024
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af7bea8f-854d-466a-864e-e17a23e46d23 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Detecting hallucinations in large language models using semantic entropy.Nature, 630(8017):625–630, 2024
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 29eb581e-23e6-42eb-bc24-bcf5911b724c · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Non-exchangeable conformal risk control
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a5b57725-3dd2-47ab-9a35-dc08d398bc40 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Conformal prediction under covariate shift.Advances in neural information processing systems, 32, 2019
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2a20363-1e50-414c-93f9-17fb2a6c9a50 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Conformal prediction beyond exchangeability.The Annals of Statistics, 51(2):816–845, 2023
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4a80380-314e-43bc-b0cc-6c9b78069027 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c5032902-06d6-4f83-af9b-b08ed420b4d9 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications TLINet: Differentiable Neural Network Temporal Logic Inference
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6a21313-81f2-4139-a929-b356ac7b11a3 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Learning signal temporal logic through neural network for interpretable classification
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4b4eb308-7cc6-4ea9-937f-0be6183dff4d · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0f94679f-6e3e-4932-a2fd-7046b93b0a6f · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Conformal prediction for signal temporal logic inference.arXiv preprint arXiv:2509.25473, 2025
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50ddc996-1d9a-42d2-b4fc-cee18e9f4089 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Conformalized signal temporal logic inference under covariate shift.arXiv preprint arXiv:2603.27062, 2026
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f590863-4f69-490b-8b1b-974c927681b4 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Conformal temporal logic planning using large language models.ACM Transactions on Cyber-Physical Systems, 2023
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0714bbf9-f4dc-42f9-8a3a-7eae2c8430b4 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Probabilistically correct language-based multi-robot planning using conformal prediction.IEEE Robotics and Automation Letters, 10(1):160–167, 2024
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3a199d6c-c14e-4258-8a96-b76932319470 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Robots That Ask For Help: Uncertainty Alignment for Large Language Model Planners
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c685c206-7fe6-4058-8921-ba06b37c7b66 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Safe planning in dynamic environments using conformal prediction.IEEE Robotics and Automation Letters, 8(8):5116–5123, 2023
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce237e82-2ef3-42e5-ab88-2554d2f1cbff · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Testing for outliers with conformal p-values.The Annals of Statistics, 51(1):149–178, 2023
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04352bdd-c979-47f9-95ce-f273309187cf · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Selection by prediction with conformal p-values.Journal of Machine Learning Research, 24(244):1–41, 2023
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6e994053-fc59-419a-86fd-1d9e43723a05 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Inductive conformal anomaly detection for sequential detection of anomalous sub-trajectories.Annals of Mathematics and Artificial Intelligence, 74(1):67–94, 2015
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 385acdfa-fdfa-4c58-b79e-c8e002e3c602 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Selective Conformal Risk Control
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9bfd242-287f-4db8-931f-318bb933d80b · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Out-of-distribution detection with deep nearest neighbors
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c39f5b50-2eba-4fe8-9914-ab35e8819aa4 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications MIT press, 2008
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0b8f9589-34e8-4b33-83e2-3a08365b3500 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Springer, 2017
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7a8cfa26-cb19-409e-b04f-e663f3002856 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Shifting attention to relevance: Towards the predictive uncertainty quantification of free-form large language models
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 962cc8c1-916c-47ed-b2a4-c56012f3fec3 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Lang2ltl: Translating natural language commands to temporal specification with large language models
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation de515e99-8b5f-4707-8a55-bb946aefb9a3 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Revisiting round-trip translation for quality estimation
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6a327bbb-3091-4316-b814-55a5ce404341 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Judging llm-as-a-judge with mt-bench and chatbot arena.Advances in neural information processing systems, 36:46595–46623, 2023
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 67e4016b-6ae7-4e1b-a346-c48020ac7f68 · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c1d30f7e-cd59-493d-a750-c8b6ae23205e · outbound
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications If ( prop_1 ) then at a time within the next 12 to 50 time units ultimately ( prop_2 )
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
No inbound Pith citation observations are available.