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Paper Citation Record · LEDGER

COFT: Counterfactual-Conformal Decoding for Fair Chain-of-Thought Reasoning in Large Language Models

As of 1 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 0 inbound Pith citation observations for arXiv:2605.30641.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2605.30641 v1

Coverage vector

measured 10 of 10 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T11:50:26.030339Z

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-01T06:32:01.292127+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

10 of 10 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved2
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cda3570d-4223-4d1e-b5b6-b171b712390f · outbound

This paper cites ELI5: long form question answering.

COFT: Counterfactual-Conformal Decoding for Fair Chain-of-Thought Reasoning in Large Language Models ELI5: long form question answering

Reference 1

Resolution
verified exact
doi, observed 2026-06-29T07:23:12.325557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-06-29T07:17:27.226027Z digest=sha256:333672c1f6e41edacc0be2609fbc96667bc7cfcaf43b4e467891811e352a7cdd

Observation f538437c-2c1f-40f0-9470-94482fe93791 · outbound

This paper cites Efficient Attentions for Long Document Summarization.

COFT: Counterfactual-Conformal Decoding for Fair Chain-of-Thought Reasoning in Large Language Models Efficient Attentions for Long Document Summarization

Reference 2

Resolution
verified exact
doi, observed 2026-06-29T07:23:12.330469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-06-29T07:17:27.226027Z digest=sha256:6858b7604ff6984ab261362480f5b817f27ff05401a60563aefc0ebf5cc86c3a

Observation 7eb6b70e-212e-4004-8f10-9d36873946fe · outbound

This paper cites Mistral 7B.

COFT: Counterfactual-Conformal Decoding for Fair Chain-of-Thought Reasoning in Large Language Models Mistral 7B

Reference 3

Resolution
metadata mismatch
local_arxiv, observed 2026-06-29T07:23:12.328500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-07-11T11:50:26.030339Z digest=sha256:beff19600a4b3b957e2b1e5e4b1db53646585aafdd32243f75d9da1e83934c37

Observation fa6d8d4f-8f1f-46e7-b6fe-cb0254f00729 · outbound

This paper cites Pointer Sentinel Mixture Models.

COFT: Counterfactual-Conformal Decoding for Fair Chain-of-Thought Reasoning in Large Language Models Pointer Sentinel Mixture Models

Reference 4

Resolution
metadata mismatch
local_arxiv, observed 2026-06-29T07:23:12.320621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-07-11T11:50:26.030339Z digest=sha256:5b631ea4777482fbb696371dca99e9dbd20cfedb097295530ea3ebbed60cf8fb

Observation 9a99b8ff-4403-45b7-986a-05a3b0b1d080 · outbound

This paper cites doi: 10.18653/v1/2021.acl-long.416.

COFT: Counterfactual-Conformal Decoding for Fair Chain-of-Thought Reasoning in Large Language Models doi: 10.18653/v1/2021.acl-long.416

Reference 5

Resolution
metadata mismatch
doi, observed 2026-06-29T07:23:12.326549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-06-29T07:17:27.226027Z digest=sha256:52a13430850e422952c403c32ba77dfdb827967406956ba7d305eb822b111d4d

Observation cf864bfd-4f91-41e0-93ad-84e1bb0d6141 · outbound

This paper cites doi: 10.18653/v1/K16-1028.

COFT: Counterfactual-Conformal Decoding for Fair Chain-of-Thought Reasoning in Large Language Models doi: 10.18653/v1/K16-1028

Reference 6

Resolution
metadata mismatch
doi, observed 2026-06-29T07:23:12.316811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-06-29T07:17:27.226027Z digest=sha256:4d70ed98517baafa2b9f5c3e6cd0fb26a96e6e1cc0ffc5ecfef78875973c8784

Observation 87031add-ccbd-4091-b274-7966f74d3596 · outbound

This paper cites Learning Gender-Neutral Word Embeddings.

COFT: Counterfactual-Conformal Decoding for Fair Chain-of-Thought Reasoning in Large Language Models Learning Gender-Neutral Word Embeddings

Reference 7

Resolution
metadata mismatch
doi, observed 2026-06-29T07:23:12.328328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-06-29T07:17:27.226027Z digest=sha256:4f7169795ee7b65d926a291bb3104849af94e0a701e148b19ca767ffbdbcdb7a

Observation 6421ff02-1cf7-4794-a607-33cef90968b4 · outbound

This paper cites These methods compete oncomputation at decode-time, counterfactual consistency, and statistical guarantees.

COFT: Counterfactual-Conformal Decoding for Fair Chain-of-Thought Reasoning in Large Language Models These methods compete oncomputation at decode-time, counterfactual consistency, and statistical guarantees

Reference 8

Resolution
unresolved
no resolver link, observed 2026-06-29T07:17:27.226027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:17:27.226027Z digest=sha256:fc502059bc5afb96dd1c28ce3597eea2a9d985b3bd71f58fbc2957f99d54adb2

Observation 7bd2f41f-ec84-4836-bb45-0f85d20a6b2b · outbound

This paper cites We report themseparately(Appendix only) to avoid conflating training cost with inference-only objectives.

COFT: Counterfactual-Conformal Decoding for Fair Chain-of-Thought Reasoning in Large Language Models We report themseparately(Appendix only) to avoid conflating training cost with inference-only objectives

Reference 9

Resolution
unresolved
no resolver link, observed 2026-06-29T07:17:27.226027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:17:27.226027Z digest=sha256:bb9db45c890115951f6d5b5564f2327c98da41e43bd954c29d40ae98091fc2e1

Observation a367c408-9eee-4e64-be3a-23fcbfd4f712 · outbound

This paper cites attenuate then certify.

COFT: Counterfactual-Conformal Decoding for Fair Chain-of-Thought Reasoning in Large Language Models attenuate then certify

Reference 10

Resolution
malformed identifier
no resolver link, observed 2026-06-29T07:17:27.226027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-29T07:17:27.226027Z digest=sha256:e0a7e5c70b7e0b7a3d598a78b50592086a4ee08a56ba9880ebf4e03b76549ced

Pith citing papers

No inbound Pith citation observations are available.