Paper Citation Record · LEDGER

Randomized Positional Encodings Boost Length Generalization of Transformers

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2305.16843.

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

pith.paper-citation-record.v1
2305.16843 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 2026-08-07T14:56:54.238088Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T07:34:21.644679Z

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 8573b77c-686a-41bc-9131-9a66f180fc5a · inbound

LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding cites this paper.

LLM as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding Randomized Positional Encodings Boost Length Generalization of Transformers

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:54.238088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95a3bfde-2e81-43cf-a132-86c6989a957d · inbound

Extrapolation by Association: Length Generalization Transfer in Transformers cites this paper.

Extrapolation by Association: Length Generalization Transfer in Transformers Randomized Positional Encodings Boost Length Generalization of Transformers

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T04:59:23.490891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6495e14-b548-44c2-a1a0-709cabcdccd7 · inbound

HoPE: Hyperbolic Rotary Positional Encoding for Stable Long-Range Dependency Modeling in Large Language Models cites this paper.

HoPE: Hyperbolic Rotary Positional Encoding for Stable Long-Range Dependency Modeling in Large Language Models Randomized Positional Encodings Boost Length Generalization of Transformers

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T05:36:55.289954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52a09164-992e-4449-8824-c6e1c1b00c81 · inbound

Group Representational Position Encoding cites this paper.

Group Representational Position Encoding Randomized Positional Encodings Boost Length Generalization of Transformers

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:08:43.721923Z

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 0b49f089-c77e-4552-9892-964a43d3ecfc · inbound

To See the Unseen: on the Generalization Ability of Transformers in Symbolic Reasoning cites this paper.

To See the Unseen: on the Generalization Ability of Transformers in Symbolic Reasoning Randomized Positional Encodings Boost Length Generalization of Transformers

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-09T22:49:15.813208Z

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 d8c2c6fe-7869-42be-86a8-b82beb1e784e · inbound

A Measure-Theoretic Analysis of Reasoning: Structural Generalization and Approximation Limits cites this paper.

A Measure-Theoretic Analysis of Reasoning: Structural Generalization and Approximation Limits Randomized Positional Encodings Boost Length Generalization of Transformers

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-20T08:03:08.942665Z

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 8301c726-95b6-4f89-86fd-6ab444571fee · inbound

Stabilizing Extrapolation in Looped Transformers via Learned Stochastic Stopping cites this paper.

Stabilizing Extrapolation in Looped Transformers via Learned Stochastic Stopping Randomized Positional Encodings Boost Length Generalization of Transformers

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-06-30T07:34:21.646414Z

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.