Paper Citation Record · LEDGER

LMPriors: Pre-Trained Language Models as Task-Specific Priors

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2210.12530.

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

pith.paper-citation-record.v1
2210.12530 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:13:43.958248Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T23:39:05.003014Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 884ef64a-cde5-4357-9bd1-0c2776ebdc3d · inbound

Efficient Causal Graph Discovery Using Large Language Models cites this paper.

Efficient Causal Graph Discovery Using Large Language Models LMPriors: Pre-Trained Language Models as Task-Specific Priors

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-09T04:25:28.663433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e940e4c9-cec3-478d-ae1a-6dbb6b0c12ed · inbound

HCRMP: A LLM-Hinted Contextual Reinforcement Learning Framework for Autonomous Driving cites this paper.

HCRMP: A LLM-Hinted Contextual Reinforcement Learning Framework for Autonomous Driving LMPriors: Pre-Trained Language Models as Task-Specific Priors

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T15:13:43.958248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5455087d-2fb9-4e0b-916e-ece31bcb3be4 · inbound

Exploiting LLMs for Automatic Hypothesis Assessment via a Logit-Based Calibrated Prior cites this paper.

Exploiting LLMs for Automatic Hypothesis Assessment via a Logit-Based Calibrated Prior LMPriors: Pre-Trained Language Models as Task-Specific Priors

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T11:09:26.480818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10fc7221-2fc0-43bc-8548-251379c6a06d · inbound

Causal MAS: A Survey of Large Language Model Architectures for Discovery and Effect Estimation cites this paper.

Causal MAS: A Survey of Large Language Model Architectures for Discovery and Effect Estimation LMPriors: Pre-Trained Language Models as Task-Specific Priors

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T13:04:43.261690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7402f224-8afe-485d-b082-31282be98471 · inbound

Causal Risk Minimization for High-Dimensional Treatments cites this paper.

Causal Risk Minimization for High-Dimensional Treatments LMPriors: Pre-Trained Language Models as Task-Specific Priors

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-06-29T18:13:48.464589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7b50fd03-0297-4564-bf56-037495f0dd5f · inbound

Reinforcement Learning Foundation Models Should Already Be A Thing cites this paper.

Reinforcement Learning Foundation Models Should Already Be A Thing LMPriors: Pre-Trained Language Models as Task-Specific Priors

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T23:39:05.006508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e2becd66-9d21-4d28-a0ce-b1970ba59be7 · inbound

Context-Adaptive Inference: A Unified Statistical and Foundation-Model View cites this paper.

Context-Adaptive Inference: A Unified Statistical and Foundation-Model View LMPriors: Pre-Trained Language Models as Task-Specific Priors

Reference 247

Resolution: unresolved; no resolver link, observed 2026-07-31T23:53:01.366526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.