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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 11 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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.778935Z digest=sha256:c9aab3fbb0c8c9faf4cc5001a1e21dd1125f785c1606c02ab07341bd32a5baad

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.783034Z digest=sha256:41cd3ddafe9d6c176d18dadb33eca56d94149d0655b317fd4582c7036f21c1af

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.786464Z digest=sha256:b96cf29fd500753983a506532af619c3fc7f10f420466ee96e4d35642c0bfe52

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.789975Z digest=sha256:2b8c421ca2c21cde57e6cba22410777abd6877c884ae8e71afcddffd596546a5

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.799708Z digest=sha256:891416ef3fe6d7ec876ec2bc342641853b0c2a16c55effc88ee1844844156da1

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.802732Z digest=sha256:2b9743cd8514fed91bcb8f6a03c957c4b7015577402ff5ee5b2b998f173aecc1

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.805535Z digest=sha256:e3bd4cef3ca261b53546c5a33c5f8e7bd4b1a2d06422c71e8e5c8f11806514ad

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.808467Z digest=sha256:c3e66384f5659936d8b85041ec59ebfec4ade80f4f023fdc353fcf06413e369f

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.811417Z digest=sha256:f523567e8f8372a1e9deb569b54373a5b8a626ec28708819f8b64a776fd81de2

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.814584Z digest=sha256:1cd76789a161aecad96ffd2e34f23ce7543f2f54ffc574165555709d5ed968b6

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.818415Z digest=sha256:387df4be8e7fb240e4c153ff15b138890506c8a51d5c90d2ac9446896737e6ad

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.821373Z digest=sha256:5452a8ce9c181b435b2a063d631a66c010aaced8252780d233401c55129448c9

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.827524Z digest=sha256:e666fd02b78c52497dcfc602928a8dc11b611f06f7276a802d214bb885d37024

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.830496Z digest=sha256:8447a977fad13edf17e6d48b0c8e02654886e63277b16c609c89db99208f1675

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.834535Z digest=sha256:b83fb2a9cdef4ce23c0cd73286aabf0adf63e43104a6311932b82fa6874b96a5

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.840684Z digest=sha256:ba32b9f69e39e5c750ea1c1fc76386d2749249adb3cda27b6a130d32d354a762

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.844140Z digest=sha256:0e491500778024d895bd0e1373d04078819b5890f35d652e22849ab29651555a

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.847262Z digest=sha256:bce2024d75af10e1177c117e0c9d0b532318b5f17924fa4e1ee37911a0364aca

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.850255Z digest=sha256:6c6a6afea7c7f510c81dff5fb4dab9a68187b1d8619d3ee79bd20d7e4d9ee942

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.853455Z digest=sha256:aa77e3938890231fd9e131c0b2e41f14d01f2a650b2a9cf9851a61d15e15bff6

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.856407Z digest=sha256:372644721b8bff9e110f052016f0952917cf3452f55dd41e3609b09166ce7b32

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.859464Z digest=sha256:d884b81c9cd31c57822f6a92678b8cf97f045358c6ef72434dfe91b3b7046087

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.863120Z digest=sha256:fc6afc2038eb80f462193a4cc67b2710d1fc49b36910e64de00f857a1169f025

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.869399Z digest=sha256:aedf6de67e54c1469785015d4428cec2969b01c48bfb33c0ba86ae6ce1508fc8

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.875472Z digest=sha256:4ea2305245389955d59552baa5e4f19d40c0e9390a15bc5f3ba8e60bfef8bd23

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.883829Z digest=sha256:98032416dfb6f73fe07a39ac0fcda084de0240633f83901497cb2abf0d82077c

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.893043Z digest=sha256:6b55cfc3ec1009a4316b90b813da739351dd8a996b9aaab0a0a109d11d5d5d62

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.903476Z digest=sha256:9f225abc95e1b64d07ef90fbf5998d536e61106c975ae01974e65eea37d62434

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.909696Z digest=sha256:bf31e702358096a301a97ce6fe0239a6da7747522de0638169b2a00c5b28cd76

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.912878Z digest=sha256:8e1c06c144c4f2f7d813d34172e00e88cf961f9dcf8d1e06f98cdd093ea41466

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.922620Z digest=sha256:57f7309f1baa406c0e2551781845677dac08ba8b5710e3a511fb59e725a1cb7f

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.925854Z digest=sha256:7bf4591396f3068e3b1287c7f8f017d93add8b519c45a27ada46bfbd6e499e16

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.939191Z digest=sha256:06e07300036b67df95f192b6ad9edca0449801b5bd57a2042b2cc5e166514fff

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.942049Z digest=sha256:3c484f956d549335ecbdefd9f6a83214dd10b1cabf9d3ee29fb259d03546ace0

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.948586Z digest=sha256:d406efaeacf683d700d305a281c2fd2f8c8d3ca4e28900ea2bc693452a1bcffc

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.952584Z digest=sha256:27d2e4412c9b65beb2a99afdf24afeb5df60e1722a13e58621c9234b96fa8d52

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.955663Z digest=sha256:cfbfe8167dd679eec23acbd278d517ae1d728ba4f297c9d69cfd04585126c905

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.961571Z digest=sha256:acd613ed53bc1462aa444c7b047726e035204cb0c39feef918b13bb585e19e7d

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.964967Z digest=sha256:23b1a63b77e73e5a1bbb1149650d462c15553cc656921175e7acc5cefdf3f472

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.970940Z digest=sha256:40ded0a192b1306d38b74ea9a59f7fc5f41139bb8f605e5aaf9e63ddf1ad771e

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T13:12:25.974179Z digest=sha256:27e85742bcb201b968de9e35b0cc730b87d73b030e39fe49caece0a15ee8be9f

Pith citing papers

No inbound Pith citation observations are available.