Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T16:34:20.894982Z
Paper Citation Record · LEDGER
Relational Preference Encoding in Looped Transformer Internal States
As of 14 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 1 inbound Pith citation observation for arXiv:2604.09870.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-01T15:08:37.483971Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
10 of 10 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved10
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 65142ae7-05df-465c-a678-4187d738f14f · outbound
This paper cites Emotion concepts and their function in a large language model.
Relational Preference Encoding in Looped Transformer Internal States Emotion concepts and their function in a large language model
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T16:34:19.865551Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 624c844b-3345-45f6-b73d-6ab9e455c312 · outbound
This paper cites Z., and Koltun, V.
Relational Preference Encoding in Looped Transformer Internal States Z., and Koltun, V
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T16:34:19.942615Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6949122b-51b3-4038-98a8-7e6f1d570cae · outbound
This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.
Relational Preference Encoding in Looped Transformer Internal States Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T16:34:20.005285Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23da4793-6f82-494f-8424-143aa3213876 · outbound
This paper cites Deep Reinforcement Learning from Human Preferences.
Relational Preference Encoding in Looped Transformer Internal States Deep Reinforcement Learning from Human Preferences
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T16:34:20.073537Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 20579ba5-1961-4818-87d9-3c1ae149f85d · outbound
This paper cites Universal Transformers.
Relational Preference Encoding in Looped Transformer Internal States Universal Transformers
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T16:34:20.124402Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 129734a1-7e81-46e6-9a0e-30ef1f84e208 · outbound
This paper cites Adaptive Computation Time for Recurrent Neural Networks.
Relational Preference Encoding in Looped Transformer Internal States Adaptive Computation Time for Recurrent Neural Networks
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T16:34:20.307174Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00b662a9-28a0-401c-9d45-84631813e384 · outbound
This paper cites and Desarkar, M.
Relational Preference Encoding in Looped Transformer Internal States and Desarkar, M
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T16:34:20.459960Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5e0267e-e7eb-4259-b6b1-e4d9d43cd928 · outbound
This paper cites Training language models to follow instructions with human feedback.
Relational Preference Encoding in Looped Transformer Internal States Training language models to follow instructions with human feedback
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T16:34:20.605742Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30131492-738c-4f9c-801e-eb2d746e64ba · outbound
This paper cites Scaling Monosemanticity: Extracting Interpretable Features from Claude 3 Sonnet.
Relational Preference Encoding in Looped Transformer Internal States Scaling Monosemanticity: Extracting Interpretable Features from Claude 3 Sonnet
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T16:34:20.730617Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 533b3cc1-ff69-4f50-b60a-f1e0cdf6b301 · outbound
This paper cites Scaling Latent Reasoning via Looped Language Models.
Relational Preference Encoding in Looped Transformer Internal States Scaling Latent Reasoning via Looped Language Models
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T16:34:20.894982Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 31021af6-423e-469e-9c57-fea260c51ae5 · inbound
Operational Proto-Introspection in Looped Language Models: Process-Quality Taps, Executable Branching, and the Readout-Control Boundary cites this paper.
Operational Proto-Introspection in Looped Language Models: Process-Quality Taps, Executable Branching, and the Readout-Control Boundary Relational Preference Encoding in Looped Transformer Internal States
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T15:08:37.483971Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.