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Paper Citation Record · LEDGER

SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications

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.

pith.paper-citation-record.v1
2608.05439 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T13:12:25.974179Z

measured 61 of 61 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

61 of 61 outbound references displayed

  • verified exact1
  • verified fuzzy37
  • unresolved23
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 39f824c0-21b1-46ac-9092-865c563b4668 · outbound

This paper cites Adaptive teaching of temporal logic formulas to preference-based learners.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:27.285051Z

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=2026-08-08T13:12:25.778935Z digest=sha256:9925867aab51ae97c35f5fd16b8f22b9ea91008fb74ceaaa0e24ba70b1e15680

Observation ed8da75e-4598-49a5-a1c4-0ef03a4b05da · outbound

This paper cites Learning interpretable temporal properties from positive examples only.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:27.275557Z

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=2026-08-08T13:12:25.783034Z digest=sha256:e28cf6cadce740d42f85e812007c3b6eeaf8256e4fe523da0fd97902fe1b0bf6

Observation 56ffea28-7d77-4c25-947b-54816061ce8e · outbound

This paper cites Interactive plan selection using linear temporal logic, disjunctive action landmarks, and natural language instruction.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:27.266481Z

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=2026-08-08T13:12:25.786464Z digest=sha256:a4a2e75b1ddb4c03c22bfefca77e72f458fb4d8eb9e4c08b363bc913c7601389

Observation 52aefd04-ec39-440f-9a35-0b270349c4e1 · outbound

This paper cites Proba- bilistic model checking of robots deployed in extreme environments.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:27.257358Z

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=2026-08-08T13:12:25.789975Z digest=sha256:176929cec5fb04a21b749bc65c7d341409cdc8a0a38821fe565970fd231aebad

Observation c792588f-39ff-432e-a19a-a1a4278056d7 · outbound

This paper cites The temporal logic of programs.

SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications The temporal logic of programs

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-08T13:12:25.793294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:12:25.793294Z digest=sha256:feada71017f403b8637e478aab42acfcbb1a8436f592c7e51272ca2d8589f51b

Observation 31820d28-3709-4559-8cb7-12a3883c1d95 · outbound

This paper cites Monitoring temporal properties of continuous signals.

SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Monitoring temporal properties of continuous signals

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-08T13:12:25.796383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:12:25.796383Z digest=sha256:16170219c8c1ce8439a35ac1cecc86726af2298a785cb20ee6e78eb3c8f23193

Observation 73538e94-eb46-4a4c-8d6b-9b9ab95106a1 · outbound

This paper cites Spatial: mon- itoring and planning of robotic tasks using spatio-temporal logic specifications.Autonomous Robots, 47(8): 1439–1462, 2023.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:27.236605Z

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=2026-08-08T13:12:25.799708Z digest=sha256:28df96c489689e8f521a674ceab23e11f45f8e9c6aaa9ea59eaa2d4bd50e4f85

Observation e4b83c95-220b-41ca-b073-8459186a2626 · outbound

This paper cites Deepstl: from english requirements to signal temporal logic.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:27.227192Z

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=2026-08-08T13:12:25.802732Z digest=sha256:89b05e15899a0cff2aa893a40d80cce6dcdbc6321517b2dab77079d1dbec71cb

Observation e7ad5691-1fc0-49bf-a790-354812e39800 · outbound

This paper cites Nl2tl: Transforming natural languages to temporal logics using large language models.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:27.218090Z

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=2026-08-08T13:12:25.805535Z digest=sha256:852335be3a91c0187cc6cfeca829037bbf30f7fc0affe25ad743e604572fe646

Observation 9fcc50eb-4aa2-442a-8eae-ebd4bdd015b7 · outbound

This paper cites an unresolved cited work.

SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-08T13:12:27.208026Z

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=2026-08-08T13:12:25.808467Z digest=sha256:c3d227d5612247d3f4d65f985118c591daa33a925600ec7a4b440da918103262

Observation 0b57e71f-2c4f-49fe-99c3-0ddb6d80826a · outbound

This paper cites Calibrated interpretation: Confidence estimation in semantic parsing.Transactions of the Association for Computational Linguistics, 11:1213–1231, 2023.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:27.199103Z

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=2026-08-08T13:12:25.811417Z digest=sha256:9fc323c80a2c1cf42a1357d721e32785939998d4e754fa3c0209bea1e8ad3aef

Observation f0f550e3-b787-489e-9a40-050cc0c6696c · outbound

This paper cites A unified view of evaluation metrics for structured prediction.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:27.189595Z

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=2026-08-08T13:12:25.814584Z digest=sha256:fb57061f83a4d001778eb1083cb1f7d134bd62115097584d5c5b9b6efe53006b

Observation c4864486-736e-4e96-bf9a-8d1ed3290231 · outbound

This paper cites Semantic evaluation for text-to-sql with distilled test suites.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:27.180300Z

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=2026-08-08T13:12:25.818415Z digest=sha256:58b11b007ef13396f3bd5ca2bd595c6c57119eaecabd4d7193e9e1cb7d82677e

Observation d88a6274-70b2-4e04-8b41-5487e7e2ad97 · outbound

This paper cites Confidence estimation for error detection in text-to-sql systems.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:27.170986Z

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=2026-08-08T13:12:25.821373Z digest=sha256:5bdba411fb49f0d029ee8711ebde5d772ca998d801b1008da948da46f5ab3b59

Observation 856d09ad-5857-42d1-9170-90e0b788589d · outbound

This paper cites Springer, 2005.

SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Springer, 2005

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-08T13:12:25.824210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:12:25.824210Z digest=sha256:504af1f2b707021f649cf7960f9e338dc897495d46fe6a38d66fb5a5a13c1b81

Observation 10b8243b-336b-40dd-80b6-b649dfc39586 · outbound

This paper cites Selectivenet: A deep neural network with an integrated reject option.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:27.155840Z

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=2026-08-08T13:12:25.827524Z digest=sha256:656c2cef426eec4f318cd7d4fe4b8ee14655f9652d8e89e0ef63401ea7b33b67

Observation 38da1705-47c2-4a8c-b906-413bb4597355 · outbound

This paper cites Selective generation for controllable language models.Advances in Neural Information Processing Systems, 37:50494–50527, 2024.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:27.145899Z

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=2026-08-08T13:12:25.830496Z digest=sha256:13ce3ab53168131cc0e24336668bd04f85e964505e64b38faf95abb1bcc90c30

Observation f78f669d-5033-4648-88f8-61dcfccb49d4 · outbound

This paper cites Conformal risk control.

SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Conformal risk control

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:27.136488Z

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=2026-08-08T13:12:25.834535Z digest=sha256:5361a0ce266bdb5acebb66b2ff6ec0668816c19809d361fb98e66e9fa5d6c6bf

Observation d37c20ab-beaa-4986-ab67-7a3d329a6347 · outbound

This paper cites SConU: Selective conformal uncertainty in large language models.

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

Resolution
unresolved
no resolver link, observed 2026-08-08T13:12:25.837637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:12:25.837637Z digest=sha256:993288f237c14171a9832ba175083a2fff8288ff0fda55861274144fef004f3d

Observation ae70d9eb-63c0-4965-8fc5-f2a60a7fe70a · outbound

This paper cites Sorry dave, i’m afraid i can’t do that: Explaining unachievable robot tasks using natural language.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:27.127396Z

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=2026-08-08T13:12:25.840684Z digest=sha256:cd4f5fee42ad0967a9951c2d23318bdd726fd08caa75e88af56fe47fa5da425c

Observation e6eef47c-03f2-4e6e-a492-1d6914ac116e · outbound

This paper cites Sequence-to-sequence language grounding of non-markovian task specifications.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:27.118332Z

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=2026-08-08T13:12:25.844140Z digest=sha256:0d10b2f471847d786cb79d8e4312d82ab81235987942816d24b62d163022ac10

Observation 6db88dc1-9eb0-4adf-b388-9f970f531956 · outbound

This paper cites Learning a natural-language to ltl executable semantic parser for grounded robotics.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:27.109095Z

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=2026-08-08T13:12:25.847262Z digest=sha256:86959b32d269034ba9f5d544ebab9131c677101fc0749906541da249d4823292

Observation 67f0c98c-5812-437b-98e8-164045101a4c · outbound

This paper cites nl2spec: Interactively translating unstructured natural language to temporal logics with large language models.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:27.099431Z

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=2026-08-08T13:12:25.850255Z digest=sha256:2d976bc9eb7176a644110b5cc5fc530892c5b9525f88911f66f5cce1327fc799

Observation e1f30717-3a97-4dfd-a7b0-1c92fa02f727 · outbound

This paper cites Translating natural language to temporal logics with large language models and model checkers.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:27.089672Z

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=2026-08-08T13:12:25.853455Z digest=sha256:348e80064d72f69e41397dea9b602568ebfdadd630c7351adba74c2afc83b308

Observation d5557135-5783-4782-88ed-a0eda7254c5e · outbound

This paper cites Enhancing transformation from natural language to signal temporal logic using llms with diverse external knowledge.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:27.080459Z

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=2026-08-08T13:12:25.856407Z digest=sha256:2364d1a5f1e0c9ef15ea130396e895614dee2346725196b7f3670db8c6d8a0e4

Observation 0065a34e-d12a-4907-bc63-273432e71a75 · outbound

This paper cites Grammar-forced translation of natural language to temporal logic using llms.arXiv preprint arXiv:2512.16814, 2025.

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

Resolution
verified exact
arxiv_id, observed 2026-08-08T13:12:26.842973Z

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=2026-08-08T13:12:25.859464Z digest=sha256:667d54f0000d7a239fad1c5d918469156385683f7bd5e44e3f8f4ceb3576b659

Observation 55e17510-7ea1-4842-8a95-1775c4f2d5c3 · outbound

This paper cites Nl2ltl–a python package for converting natural language (nl) instructions to linear temporal logic (ltl) formulas.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:27.071316Z

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=2026-08-08T13:12:25.863120Z digest=sha256:f1d5136a837832e076458e43627191d3f0e20a5f0c4aefe39208900fccd43826

Observation d524328b-2034-4a2e-be5a-88b49cbf47fe · outbound

This paper cites Conformalnl2ltl: Translating natural language instructions into temporal logic formulas with conformal correctness guarantees.arXiv preprint arXiv:2504.21022, 2025.

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

Resolution
unresolved
no resolver link, observed 2026-08-08T13:12:25.866231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:12:25.866231Z digest=sha256:eb7a250330c9341695d37a9a7b8d9d5e111ef19a42a0378de9e528ee90524edb

Observation 2af2dfff-c0a8-4c69-ae1b-24b9e69276de · outbound

This paper cites Api is enough: Conformal prediction for large language models without logit-access.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:27.061536Z

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=2026-08-08T13:12:25.869399Z digest=sha256:7397718181f3760a13168616e7a4c78b6c4d0a24f619063043128d7a1ec200d7

Observation 135dcd79-0df4-4df7-bb37-74eaa1c46036 · outbound

This paper cites Conu: Conformal uncertainty in large language models with correctness coverage guarantees.

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

Resolution
unresolved
no resolver link, observed 2026-08-08T13:12:25.872310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:12:25.872310Z digest=sha256:4bf1e51692854e01b4ac416c49da9dca0610b6608b3c2d659cf03b4adf0b2892

Observation 9306bf8d-7b3b-4422-82a0-727f3c8eb0de · outbound

This paper cites Conformal language modeling.

SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Conformal language modeling

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:27.047111Z

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=2026-08-08T13:12:25.875472Z digest=sha256:ce2a2c05191314f188ed9d3db3d86efaca0fd62d86ba3e4f78b73e692880c4cf

Observation 0cf8ed35-b0e1-4ea5-99a8-b667957cf988 · outbound

This paper cites Language Models with Conformal Factuality Guarantees.

SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Language Models with Conformal Factuality Guarantees

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-08T13:12:25.879708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:12:25.879708Z digest=sha256:55190e33430ec62c501ee9b6a8617c3fced787f672e49d6f68233c35fa246a68

Observation a3853b8d-e685-4924-9dad-6ac3c9a85ff4 · outbound

This paper cites Prompt risk control: A rigorous framework for responsible deployment of large language models.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:27.036209Z

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=2026-08-08T13:12:25.883829Z digest=sha256:9112c17e59ed813381531a3e2b3aa2d2c74a403c29949bbe3da411160c754596

Observation 794a6fb4-2033-409c-8a82-cbed7bfbdb07 · outbound

This paper cites Large language model validity via enhanced conformal prediction methods.Advances in Neural Information Processing Systems, 37:114812–114842, 2024.

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

Resolution
unresolved
no resolver link, observed 2026-08-08T13:12:25.886724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:12:25.886724Z digest=sha256:610af4dc611104ccf6365918980cb3478a2e05b96f85e3ee3a630e375b1a80c1

Observation af7bea8f-854d-466a-864e-e17a23e46d23 · outbound

This paper cites Detecting hallucinations in large language models using semantic entropy.Nature, 630(8017):625–630, 2024.

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

Resolution
unresolved
no resolver link, observed 2026-08-08T13:12:25.889490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:12:25.889490Z digest=sha256:a392e334c50c828ffde7e66a5cc8940cc970fbfd8fe28e48c77bc7297a5beaf7

Observation 29eb581e-23e6-42eb-bc24-bcf5911b724c · outbound

This paper cites Non-exchangeable conformal risk control.

SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Non-exchangeable conformal risk control

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:27.016328Z

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=2026-08-08T13:12:25.893043Z digest=sha256:7c94beada184739e7e79422313405280fe50391fe72381efe3ceffe4ed798fea

Observation a5b57725-3dd2-47ab-9a35-dc08d398bc40 · outbound

This paper cites Conformal prediction under covariate shift.Advances in neural information processing systems, 32, 2019.

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

Resolution
unresolved
no resolver link, observed 2026-08-08T13:12:25.896189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:12:25.896189Z digest=sha256:a55765919fd02eedaab13da311c26f4db76384596a29c09633b93e33478ba9db

Observation a2a20363-1e50-414c-93f9-17fb2a6c9a50 · outbound

This paper cites Conformal prediction beyond exchangeability.The Annals of Statistics, 51(2):816–845, 2023.

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

Resolution
unresolved
no resolver link, observed 2026-08-08T13:12:25.899831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:12:25.899831Z digest=sha256:474746b883b6f76812d6a5bfab6de2ac062f12bf617605f006e03d83914d4537

Observation b4a80380-314e-43bc-b0cc-6c9b78069027 · outbound

This paper cites an unresolved cited work.

SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-08T13:12:26.996366Z

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=2026-08-08T13:12:25.903476Z digest=sha256:3bb10a862076a6a958166f65f9b4a8b163f5ce6bf604ccdc92599059c0cf1507

Observation c5032902-06d6-4f83-af9b-b08ed420b4d9 · outbound

This paper cites TLINet: Differentiable Neural Network Temporal Logic Inference.

SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications TLINet: Differentiable Neural Network Temporal Logic Inference

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-08T13:12:25.906525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:12:25.906525Z digest=sha256:2cca59ef9edca8cc58ab10b6627149216a60bca9ab93ea3bfc32745335624acd

Observation e6a21313-81f2-4139-a929-b356ac7b11a3 · outbound

This paper cites Learning signal temporal logic through neural network for interpretable classification.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:26.986571Z

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=2026-08-08T13:12:25.909696Z digest=sha256:5511ac28e29f0a591f7bbb0e1d7b4f86f8a2e5849fca02f539ee01ce086838b7

Observation 4b4eb308-7cc6-4ea9-937f-0be6183dff4d · outbound

This paper cites an unresolved cited work.

SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-08T13:12:26.977368Z

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=2026-08-08T13:12:25.912878Z digest=sha256:7340445520b7348884dd66c5876715442ed2c5ee3a0d5405b1084bf237096892

Observation 0f94679f-6e3e-4932-a2fd-7046b93b0a6f · outbound

This paper cites Conformal prediction for signal temporal logic inference.arXiv preprint arXiv:2509.25473, 2025.

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

Resolution
unresolved
no resolver link, observed 2026-08-08T13:12:25.915731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:12:25.915731Z digest=sha256:683e56cfb88c4121d7185bd4bbc5c28960c7fda40dfd9b6fccfc2eff61d8867c

Observation 50ddc996-1d9a-42d2-b4fc-cee18e9f4089 · outbound

This paper cites Conformalized signal temporal logic inference under covariate shift.arXiv preprint arXiv:2603.27062, 2026.

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

Resolution
unresolved
no resolver link, observed 2026-08-08T13:12:25.919449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:12:25.919449Z digest=sha256:33f47823cba887431d844d21840f735e82b31944e03e288e02662f511f072f78

Observation 1f590863-4f69-490b-8b1b-974c927681b4 · outbound

This paper cites Conformal temporal logic planning using large language models.ACM Transactions on Cyber-Physical Systems, 2023.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:26.968489Z

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=2026-08-08T13:12:25.922620Z digest=sha256:9423ffe5c8df728b8027cdfc28b2b038f2c2905407fac5f24d9b74b5bd2071bb

Observation 0714bbf9-f4dc-42f9-8a3a-7eae2c8430b4 · outbound

This paper cites Probabilistically correct language-based multi-robot planning using conformal prediction.IEEE Robotics and Automation Letters, 10(1):160–167, 2024.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:26.959406Z

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=2026-08-08T13:12:25.925854Z digest=sha256:98222dcc02ed0ea2a2136c93b30c6ab304d58ebf354dc99b5770181cd5edcc28

Observation 3a199d6c-c14e-4258-8a96-b76932319470 · outbound

This paper cites Robots That Ask For Help: Uncertainty Alignment for Large Language Model Planners.

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

Resolution
unresolved
no resolver link, observed 2026-08-08T13:12:25.929448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:12:25.929448Z digest=sha256:c35127d41ff594439e728f32a526430694dd348db6021e9a45af53db0cab0d3a

Observation c685c206-7fe6-4058-8921-ba06b37c7b66 · outbound

This paper cites Safe planning in dynamic environments using conformal prediction.IEEE Robotics and Automation Letters, 8(8):5116–5123, 2023.

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

Resolution
unresolved
no resolver link, observed 2026-08-08T13:12:25.933259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:12:25.933259Z digest=sha256:8fc54c59400bdd99269939e3557237cb1ca91e2e065546720f229abdac0e2b0b

Observation ce237e82-2ef3-42e5-ab88-2554d2f1cbff · outbound

This paper cites Testing for outliers with conformal p-values.The Annals of Statistics, 51(1):149–178, 2023.

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

Resolution
unresolved
no resolver link, observed 2026-08-08T13:12:25.936246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:12:25.936246Z digest=sha256:d6a6fd20d0a322880f28214294d1e5cc397c14271775935f389b7a7d1037ede9

Observation 04352bdd-c979-47f9-95ce-f273309187cf · outbound

This paper cites Selection by prediction with conformal p-values.Journal of Machine Learning Research, 24(244):1–41, 2023.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:26.939082Z

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=2026-08-08T13:12:25.939191Z digest=sha256:a7d1ac13034a96e5160fe5dd6ca8a8ec1e25de2d548d79d37867a253863ac90a

Observation 6e994053-fc59-419a-86fd-1d9e43723a05 · outbound

This paper cites Inductive conformal anomaly detection for sequential detection of anomalous sub-trajectories.Annals of Mathematics and Artificial Intelligence, 74(1):67–94, 2015.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:26.929600Z

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=2026-08-08T13:12:25.942049Z digest=sha256:33cf1ac2298cef665b46f4c175d7dd8f828e8dec4c3db78a6a064f173f596b5f

Observation 385acdfa-fdfa-4c58-b79e-c8e002e3c602 · outbound

This paper cites Selective Conformal Risk Control.

SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Selective Conformal Risk Control

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-08T13:12:25.945199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:12:25.945199Z digest=sha256:f046060bc225d10397c974a46d3abd369a47c010ed799e130252888d41d9edde

Observation b9bfd242-287f-4db8-931f-318bb933d80b · outbound

This paper cites Out-of-distribution detection with deep nearest neighbors.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:26.920470Z

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=2026-08-08T13:12:25.948586Z digest=sha256:790d341412d0bf6c1d7c4975f82f8dddf0631780971ddc8457697853202647bd

Observation c39f5b50-2eba-4fe8-9914-ab35e8819aa4 · outbound

This paper cites MIT press, 2008.

SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications MIT press, 2008

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:26.911401Z

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=2026-08-08T13:12:25.952584Z digest=sha256:44ee0f141423b45468260fbd3057a35a59451c4d33668a3dba473a40e7c64a6b

Observation 0b8f9589-34e8-4b33-83e2-3a08365b3500 · outbound

This paper cites Springer, 2017.

SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Springer, 2017

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:26.902183Z

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=2026-08-08T13:12:25.955663Z digest=sha256:d28f8f62152f8195ac0be70c51e83528b835e6dace24008d18f17063184c4c3e

Observation 7a8cfa26-cb19-409e-b04f-e663f3002856 · outbound

This paper cites Shifting attention to relevance: Towards the predictive uncertainty quantification of free-form large language models.

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

Resolution
unresolved
no resolver link, observed 2026-08-08T13:12:25.958549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:12:25.958549Z digest=sha256:006fdcd23ffbd3be302e77beb4ddeec18bf22fbc02dbd29d4ee9b15074a198a2

Observation 962cc8c1-916c-47ed-b2a4-c56012f3fec3 · outbound

This paper cites Lang2ltl: Translating natural language commands to temporal specification with large language models.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:26.887759Z

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=2026-08-08T13:12:25.961571Z digest=sha256:ca28679cf1d002e592481962bd0513c2e04aedeb2ac08af20d352ac012dbde2e

Observation de515e99-8b5f-4707-8a55-bb946aefb9a3 · outbound

This paper cites Revisiting round-trip translation for quality estimation.

SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications Revisiting round-trip translation for quality estimation

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:26.878442Z

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=2026-08-08T13:12:25.964967Z digest=sha256:90c9b02b5aa9fdf48a9b5b95508de0d7d1a4acb83fe558bc141d61274fdbcfa6

Observation 6a327bbb-3091-4316-b814-55a5ce404341 · outbound

This paper cites Judging llm-as-a-judge with mt-bench and chatbot arena.Advances in neural information processing systems, 36:46595–46623, 2023.

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

Resolution
unresolved
no resolver link, observed 2026-08-08T13:12:25.967974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T13:12:25.967974Z digest=sha256:71eefbd9092dabdda2d096216b2c1c3eb7b41b839b2091aacd3a1d60c389edae

Observation 67e4016b-6ae7-4e1b-a346-c48020ac7f68 · outbound

This paper cites Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:26.863472Z

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=2026-08-08T13:12:25.970940Z digest=sha256:8e57820fac88517b1df618fc33102163ef67efaf7cb0aa4e6cd9cd497ba362e1

Observation c1d30f7e-cd59-493d-a750-c8b6ae23205e · outbound

This paper cites If ( prop_1 ) then at a time within the next 12 to 50 time units ultimately ( prop_2 ).

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T13:12:26.854295Z

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=2026-08-08T13:12:25.974179Z digest=sha256:39c074bda233bef0065c9f1005977c1549d378b6a063dceb12ab97c03f055e02

Pith citing papers

No inbound Pith citation observations are available.