Pith. sign in

Paper Citation Record · LEDGER

On the Emergence of Position Bias in Transformers

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2502.01951.

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

pith.paper-citation-record.v1
2502.01951 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T23:42:35.338843Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T15:24:50.191835Z

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 9b0e1150-6cc8-4341-a2a6-a9fde2d83ae1 · inbound

Fragile Preferences: A Deep Dive Into Order Effects in Large Language Models cites this paper.

Fragile Preferences: A Deep Dive Into Order Effects in Large Language Models On the Emergence of Position Bias in Transformers

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-19T10:07:14.265644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-19T10:05:22.562737Z digest=sha256:d6416ce29afa7ffd376c15a6b0a5486c0a7603042de72a398761ef5a533ee22f

Observation 07883525-4eaf-47aa-9769-2c01de34e8ea · inbound

Fragile Preferences: A Deep Dive Into Order Effects in Large Language Models cites this paper.

Fragile Preferences: A Deep Dive Into Order Effects in Large Language Models On the Emergence of Position Bias in Transformers

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T00:25:01.295002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:25:01.295002Z digest=sha256:25bdad1ffa5204f5213e4a03322f581a46539155d3e6293d32baccf6ae50d4e2

Observation 871c13b5-ab75-40d8-bc9c-c5adc9196afa · inbound

Positional Biases Shift as Inputs Approach Context Window Limits cites this paper.

Positional Biases Shift as Inputs Approach Context Window Limits On the Emergence of Position Bias in Transformers

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-05T22:12:56.263578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:12:56.263578Z digest=sha256:bc29a1aa172983dc00e9b8b9febd62dce807f744c2b64c6755fc30ea43832946

Observation 18c0e3a2-76e9-4028-ae83-e461351f0af5 · inbound

User-Assistant Bias in LLMs cites this paper.

User-Assistant Bias in LLMs On the Emergence of Position Bias in Transformers

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-18T22:51:53.119511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-18T22:51:02.400926Z digest=sha256:10be8d0563785bcc3b097d4229241cd6533e19223b82884aa99268b34fd9512b

Observation 4ca8b245-a22c-42d0-b742-48ba2a3f662f · inbound

Self-Describing Structured Data with Dual-Layer Guidance: A Lightweight Alternative to RAG for Precision Retrieval in Large-Scale LLM Knowledge Navigation cites this paper.

Self-Describing Structured Data with Dual-Layer Guidance: A Lightweight Alternative to RAG for Precision Retrieval in Large-Scale LLM Knowledge Navigation On the Emergence of Position Bias in Transformers

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-14T22:43:12.121776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-14T22:40:27.457107Z digest=sha256:86c0ddcb30c23e2b530a7acb239d0e102d4586cd2556e70f56ce8fb151ffd478

Observation 79dd644d-b887-41ea-aa4a-b3662bf024ac · inbound

Irminsul: MLA-Native Position-Independent Caching for Agentic LLM Serving cites this paper.

Irminsul: MLA-Native Position-Independent Caching for Agentic LLM Serving On the Emergence of Position Bias in Transformers

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-11T21:26:16.584139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T05:37:02.419657Z digest=sha256:7a2b3213e360484763d2527a9ffac4158e94c9070f68d931f9300536f244d519

Observation e59571b4-c1df-44f8-9695-0dcf376a26c0 · inbound

Continuity Laws for Sequential Models cites this paper.

Continuity Laws for Sequential Models On the Emergence of Position Bias in Transformers

Reference 36

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T07:56:26.587577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-12T01:32:13.445719Z digest=sha256:9cb722e609c5c74c5b1e1e851cc395318cdbb2d4bd7639b81ddbc319e5f202d8

Observation 38d80ed6-e00f-44da-a909-3d7296da0735 · inbound

Instruction Adherence in Coding Agent Configuration Files: A Factorial Study of Four File-Structure Variables cites this paper.

Instruction Adherence in Coding Agent Configuration Files: A Factorial Study of Four File-Structure Variables On the Emergence of Position Bias in Transformers

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:31:25.993353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-12T02:42:07.091384Z digest=sha256:684534dac6159cfa694633d47b49f455204d8e5e59f37f6d1f01c249b7c67cdf

Observation da676aae-4192-4a35-9b2b-47e8ed60e09c · inbound

Logit-Attention Divergence: Mitigating Position Bias in Multi-Image Retrieval via Attention-Guided Calibration cites this paper.

Logit-Attention Divergence: Mitigating Position Bias in Multi-Image Retrieval via Attention-Guided Calibration On the Emergence of Position Bias in Transformers

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-13T01:27:01.707171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-13T01:26:45.182597Z digest=sha256:00ce42177a7203d9177f103aa26a10a956389bd55b7e1c09e1c07e6011a5f420

Observation 4c96d0e1-0207-4ed9-abd6-e961f25fe255 · inbound

ContextEcho: A Benchmark for Persona Drift in Long Agentic-Coding Sessions cites this paper.

ContextEcho: A Benchmark for Persona Drift in Long Agentic-Coding Sessions On the Emergence of Position Bias in Transformers

Reference 87

Resolution
verified exact
arxiv_id, observed 2026-06-30T15:24:50.193217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-30T15:17:37.904831Z digest=sha256:1e58fb05df6d8d44e350e610142b39bc25cb0ab2496289b72210f292dcbdf1d5

Observation 5d6342e1-302a-410e-a87b-4a26d9384c51 · inbound

How Token Influence Decays with Distance: A Green-Function View of Trained Language Models cites this paper.

How Token Influence Decays with Distance: A Green-Function View of Trained Language Models On the Emergence of Position Bias in Transformers

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-06-30T08:24:26.464402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-30T08:20:19.514808Z digest=sha256:52563353f6e3e22f5f7bc98fd633c5d6efca0df4fa95593c6317b64a2a4e36da

Observation a46cfd20-1e86-4467-b0c4-b3d875e8158c · inbound

Evidence-Driven Dynamic Visual Selector for Efficient Long Video Understanding cites this paper.

Evidence-Driven Dynamic Visual Selector for Efficient Long Video Understanding On the Emergence of Position Bias in Transformers

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-07T23:42:35.338843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T23:42:35.338843Z digest=sha256:69235586cce5e9c128d42019332a4532d04f3eb9609530b83814a540316ea9f6