Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T22:50:05.278515Z
Paper Citation Record · LEDGER
Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? Revisiting a Petroglyph
As of 12 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 2 inbound Pith citation observations for arXiv:2501.00659.
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 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T05:39:37.046687Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-17T05:31:33.745848Z
Reference resolution
14 of 14 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved14
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 2bea267e-d7ea-4f8f-8705-dfe71d7b8186 · outbound
This paper cites an unresolved cited work.
Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? Revisiting a Petroglyph Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T22:50:05.680082Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d27d3347-fe19-4bcb-b3a1-d068c56deea3 · outbound
This paper cites Challenges and Applications of Large Language Models.
Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? Revisiting a Petroglyph Challenges and Applications of Large Language Models
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:50:05.210444Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aff8dc25-179d-4ced-9a39-a5b24f77633f · outbound
This paper cites Code Llama: Open Foundation Models for Code.
Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? Revisiting a Petroglyph Code Llama: Open Foundation Models for Code
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:50:05.230804Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff0320e0-05da-4067-abec-22a369e1e467 · outbound
This paper cites an unresolved cited work.
Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? Revisiting a Petroglyph Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T22:50:05.593594Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation d2003ca6-8712-4d41-a479-8328ccc334e8 · outbound
This paper cites Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM.
Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? Revisiting a Petroglyph Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:50:05.249773Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 462f4811-8434-464b-b9ee-47bc85f8cc4a · outbound
This paper cites an unresolved cited work.
Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? Revisiting a Petroglyph Unresolved cited work
Reference 2000
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T22:50:05.734787Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 6031534d-63d2-4ac0-901f-db4aad914eb1 · outbound
This paper cites an unresolved cited work.
Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? Revisiting a Petroglyph Unresolved cited work
Reference 2011
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T22:50:05.567658Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation f58ad012-a4df-45d3-a862-d3a9a25363d7 · outbound
This paper cites an unresolved cited work.
Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? Revisiting a Petroglyph Unresolved cited work
Reference 2014
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T22:50:05.516429Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 186b6191-8af1-4f5d-bcb6-061c5e531a33 · outbound
This paper cites an unresolved cited work.
Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? Revisiting a Petroglyph Unresolved cited work
Reference 2019
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T22:50:05.543676Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation a76db83a-c740-4778-948d-ed06fae54368 · outbound
This paper cites Sparks of Artificial General Intelligence: Early experiments with GPT-4.
Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? Revisiting a Petroglyph Sparks of Artificial General Intelligence: Early experiments with GPT-4
Reference 2020
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:50:05.163024Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b032334-ae30-4a39-a147-fcb1384043eb · outbound
This paper cites an unresolved cited work.
Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? Revisiting a Petroglyph Unresolved cited work
Reference 2021
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T22:50:05.707761Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 38767efa-5cbd-4aa0-92a5-61a8cbf310d5 · outbound
This paper cites A phase transition between positional and semantic learning in a solvable model of dot-product attention.
Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? Revisiting a Petroglyph A phase transition between positional and semantic learning in a solvable model of dot-product attention
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:50:05.181082Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c420aa9-1668-4c80-93ef-d7343be1fb5e · outbound
This paper cites an unresolved cited work.
Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? Revisiting a Petroglyph Unresolved cited work
Reference 2023
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T22:50:05.652247Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Observation 9c1664b2-5a8f-48bc-aa92-80ff96450532 · outbound
This paper cites an unresolved cited work.
Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? Revisiting a Petroglyph Unresolved cited work
Reference 2024
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T22:50:05.624148Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.
Pith citing papers
Observation 58e7d4f6-9517-4d65-9973-4bb798e00c3a · inbound
Decoupling the "What" and "Where" With Polar Coordinate Positional Embeddings cites this paper.
Decoupling the "What" and "Where" With Polar Coordinate Positional Embeddings Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? Revisiting a Petroglyph
Reference 2020
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T05:39:37.046687Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cdcab211-e124-4ad2-b390-0540bbfbca5a · inbound
TREASURE: The Visa Payment Foundation Model for High-Volume Transaction Understanding cites this paper.
TREASURE: The Visa Payment Foundation Model for High-Volume Transaction Understanding Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? Revisiting a Petroglyph
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T05:31:33.748552Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.