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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 18 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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.778935Z digest=sha256:2b0a5087330d77c78142ee91ea5bdda884c684ffbabd9818315d71065ebbd67f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.783034Z digest=sha256:71dda81e5667f519402303dd550391b89fe3930436e3bc005e2488faa4620de4

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.786464Z digest=sha256:525f1ddbdda697813331fb390c7786ddcb81b74fa158cec3e3c70b9e36b202e0

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.789975Z digest=sha256:13cc9c1e1f87da919daa333953506d699fdaaab8f06aea5886e8b8308f784bf1

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:ad9c549c81085667a0d7bc3d8b1056f46596a68818cc1050bc869d34b600ddf1

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=sha256:3be6de17cbf7e804ee11f4a207f1c3afb2908317c45804d14d0c913b0dce7a7b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.799708Z digest=sha256:b6ed7645147256e04d4cd0b60bdc383a654e714be9a970e5cc6ec52de52732c9

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.802732Z digest=sha256:3c75b9f5a9824be1be6fc43dc51e8b2030857acd5807635e82fd3e2a7889d9f0

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.805535Z digest=sha256:d5269c0dffe420aeb783cc929fd3728c5a502b6a2059978381da7738cf67788d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.808467Z digest=sha256:670654e93c3281984a8ea3dfdf542d467f66b283a3ea53ca5bb63b59d5a9c48b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.811417Z digest=sha256:37b9c4c352d097a43408ed5a3dbb1a24aea5d50116985603d443c4403a2715b8

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.814584Z digest=sha256:a3dd4db6d466e72447e128ce4f1d87782b2998cc3a7d55673bbd91bcf117aaa3

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.818415Z digest=sha256:dd79da905cb28ec64e98bf25a4531357e0bc6a9144bc8d7a7f2ec06c445673b0

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.821373Z digest=sha256:2feaa2717558ead0101a58719324d17a470e6d7baa101eb4744542f77d4c8272

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:d5c82240a05c1674060640b3928d46f77bcda91753f0c89327675d3e487e3bad

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.827524Z digest=sha256:a6ae2d2409ba1553c8c04882d6a8f5e0de923b9fce4b0c8007568f8d168acf60

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.830496Z digest=sha256:1b761b35066aebfdc89c0568e3d9be0598ac5c2cfee4793c1a49a09304243933

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.834535Z digest=sha256:077f1577880acae38b1dc07d7824571b03673a8f98ea7fc30b487ef880800217

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=sha256:86b523e4dfea38aa477908839d5ae4c09991008d7ab5dda80bb65fe4780c9b14

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.840684Z digest=sha256:d748e96cb526d451dfb24ed6fbd9dcef35bc34120881bbf667154a93086c51be

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.844140Z digest=sha256:ac22df7afbc3573f842b306318150e618d5756490c78f5f0e5fe558da9dc6fed

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.847262Z digest=sha256:0335bc45bb2c3c62fa0d1ed39bddc45dda57c7c5c955e92cd04304d76164164a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.850255Z digest=sha256:12030cac4d8a7b31d808231b9ea3fd7e03d8b34bb8980733085b7478ee2178b7

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.853455Z digest=sha256:fbe1e9faeb2a2bf73ff3c22fa6b81517ece89742e0abff7c07ab0035b8ae173e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.856407Z digest=sha256:31fd8fab730e01f6a06c3e2c07f9fa0f562f2714359019409cdb639c0afe89a0

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.859464Z digest=sha256:4abe84815697154046f8c9f7f9673dedb4f08429ef37c41827029d4eb6276260

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.863120Z digest=sha256:87cf8c6267891093cefa05dc4686b2029363339bb2936e7c9a7bbe305fade222

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:e8fc8ffb63ae1848f444ab23922cd6ec3e12feeb5e30bb22ce5f3e07055677ee

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.869399Z digest=sha256:85fe7642f4981ff15f740aef74a6ae08cc946ec1707b6d264177154a381c61ff

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:a2a1bfda7674b5387c4b9a61fe830c2c46feefb3f11404ca75a8ac48f6d31b94

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.875472Z digest=sha256:d7ef9738d3bd4d6e5a164a9df8d1f8ca92fce47ce672e4b8b70130bb08d76d5b

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:fcdf9c0085914bb14bbd6ff6ee2722f470c3100db9a2199f0ec42e107bcb138f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.883829Z digest=sha256:4880690307d31ef82d171f05f20adf36ac00c23e1411e31c87df43b51ce131f1

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=sha256:784f8dde3202cf712cec84f84fbf34847e913feab42551301d31edff738439aa

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=sha256:9c83a822aca4a44730bdd6c98d23745427048ffe71b2df234549b590cb867c99

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.893043Z digest=sha256:50eee4273b5d21f5fb7fc42618a523475ddfc09d78a1b8902a0185dd434a21ff

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:adb7946bc2a70e3c8a943ccf63de3632a60587f6f17b1e3a0262f615764f40c5

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=sha256:17793a20da57f4da39a119bc51089ef861304f4ab8cc48e865930bcd0c7fca39

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.903476Z digest=sha256:c623c9e73215b3fa98f48bb037324e55a4439aec37c5320547e8a13b8222a9e9

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=sha256:715f4bc3d24bbe6f006c9fdc0fa296a0217f2b3f661451ab5fe68493e5612d4a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.909696Z digest=sha256:dc98ee1976a4839192f51f18f2aa7afb5aaa63a48e0c8f92c133c17b68bcc530

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.912878Z digest=sha256:c532f8ac85160c666c2c690ff1645066c809c84c668933a74f7915b2185b33b5

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=sha256:8a9ccc9f9b17f84c988e3b42ec168712f6410de1a3a03fba1902ec713c20d893

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:af7fa0a649f66fa2648d75a264b6b4b4e3ecfd37a557ba006b205255a7ed5ac9

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.922620Z digest=sha256:c23728c39285e8f4e837bbb7d00e337fa50466f5b9c9a078c7a10a0408cd7d0f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.925854Z digest=sha256:6476bbb71285bf45406c5f2b3b05b64c2c4cdf25620d329fba5505ac3cf4bd29

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=sha256:9a53241583483a01fef2d8a4b34228b514bdbfbad359cc7d2d649755685aa1ef

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=sha256:90b5890bb6f6d76b2249da310c00708cd1ed0bdb4cbba6fe23c11bd0bce2a2da

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=sha256:52a3b85735c7f9367d2436e317c15c1854113ddbf9e7cadf98314a94ba4d684c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.939191Z digest=sha256:8ca68c3ff2bd8b30097df3a449b8673048d5d33fdee59e48afd28695e7a0f160

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.942049Z digest=sha256:e984a81cd0e3cd79c00df43b8be020c949a4d4ec4dfb4c433c40ec613d3487a6

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=sha256:8c8bf4053ed55044ac1fce5bb3f5e1402b433c8c73d56187f0f8b6dd667bc5cc

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.948586Z digest=sha256:a42d514b319de86ef4b38b2bc25455ec5f43387cdaf93581acd2df3e9354eb2e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.952584Z digest=sha256:c4448ece00e22d87a35e75fef4c998fbdd8a44c07c52ddca5edc58a4e06d91ee

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.955663Z digest=sha256:d15b12bcddbeb9bd064806955f4bb92312f5e8e5c3eb656219b9708275bb220a

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:ac58b006f236ce4dd1783600e270e9467284901c81b29af74ddeaf6093c54fc9

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.961571Z digest=sha256:46a4b6bdd329bf7ba134d206216af1187b189b0ab7503f41e2c2f83f65d05e7c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.964967Z digest=sha256:ecc67c490729e99780988def30f77d9de02bc4ac85005303c2e30155b8f5f53f

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:fe48f63575c9cd5a7f6a3e9ded22f9d644a2c8f37dd918e215ecda9c94f12427

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.970940Z digest=sha256:18f1c7ccdbb802e9d92f2e681cdce0fa760f42dbae3c4a3ee838642c5f0b2303

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-08T13:12:25.974179Z digest=sha256:4fe13f722b4eeaaa4563c2c38666f6b7bf2a787743b5e87d2434f958e53ed77e

Pith citing papers

No inbound Pith citation observations are available.