Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T14:04:55.524683Z
Paper Citation Record · LEDGER
As of 17 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 15 inbound Pith citation observations for arXiv:2502.01951.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T14:04:55.524683Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:55:30.356153Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-30T15:24:50.191835Z
51 of 51 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 823f2055-d6e4-479f-badd-86bd711940a3 · outbound
On the Emergence of Position Bias in Transformers and Zuidema, W
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 089cecf9-b8bc-4477-8103-aa5bce4d453c · outbound
On the Emergence of Position Bias in Transformers and Nadif, M
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation edd03592-945f-4ad3-ba2f-e85bb6f3c923 · outbound
On the Emergence of Position Bias in Transformers and Song, Z
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8a0891ff-50ce-4403-b4d8-8f29a6d5f591 · outbound
On the Emergence of Position Bias in Transformers Neural machine translation by jointly learning to align and translate
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3e94566a-fe30-4684-a952-2243032872fb · outbound
On the Emergence of Position Bias in Transformers G., Vitvitskyi, A., Pascanu, R., and Velivckovi'c, P
Reference 5
Source-reported events for the cited work
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Observation d1c16be0-ad91-4d13-9ff4-b814e0fb45dd · outbound
On the Emergence of Position Bias in Transformers Round and Round We Go! What makes Rotary Positional Encodings useful?
Reference 6
Source-reported events for the cited work
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Observation a6e367e0-e12b-4824-91c5-20edc9a032c7 · outbound
On the Emergence of Position Bias in Transformers E., and Cohan, A
Reference 7
Source-reported events for the cited work
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Observation 8a7fae5c-4b7b-40a3-8563-61c7336d0957 · outbound
On the Emergence of Position Bias in Transformers Unresolved cited work
Reference 8
Source-reported events for the cited work
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Observation e3444f71-4766-46e0-913c-0643be3fb14b · outbound
On the Emergence of Position Bias in Transformers J., and Rudnicky, A
Reference 9
Source-reported events for the cited work
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Observation c136f52d-a0bc-4a22-a329-5f879e38f57f · outbound
On the Emergence of Position Bias in Transformers The Llama 3 Herd of Models
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c66d1324-668d-4b58-b234-177153fa4592 · outbound
On the Emergence of Position Bias in Transformers How contextual are contextualized word representations? comparing the geometry of bert, elmo, and gpt-2 embeddings
Reference 11
Source-reported events for the cited work
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Observation 8441296a-c7ac-4466-824c-05719781d345 · outbound
On the Emergence of Position Bias in Transformers G., Fang, L., and Wang, Y
Reference 12
Source-reported events for the cited work
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Observation 9c2d3305-86ea-498c-b377-4e90031adfc9 · outbound
On the Emergence of Position Bias in Transformers Representation degeneration problem in training natural language generation models
Reference 13
Source-reported events for the cited work
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Observation 0f197ed7-bbac-453e-954c-d8ff578d3ac9 · outbound
On the Emergence of Position Bias in Transformers and Cunitz, A
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4714ca2a-48d3-4aef-934c-ae5afc12bcec · outbound
On the Emergence of Position Bias in Transformers Anisotropy Is Inherent to Self-Attention in Transformers
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3326c83c-4852-4ea8-86a4-4f4bda23327d · outbound
On the Emergence of Position Bias in Transformers When attention sink emerges in language models: An empirical view
Reference 16
Source-reported events for the cited work
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Observation b002edfa-39b3-4639-9832-85ed5cb96eab · outbound
On the Emergence of Position Bias in Transformers I., and Mei, S
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d5329593-e357-4158-bef0-7553a0c5e0f0 · outbound
On the Emergence of Position Bias in Transformers and Vosoughi, S
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation cac12316-ddc2-495e-9ba9-19744ea2e494 · outbound
On the Emergence of Position Bias in Transformers Unresolved cited work
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2b3f6f1d-4ab6-4dd9-9e1d-f9785c7e9579 · outbound
On the Emergence of Position Bias in Transformers A., and Beinborn, L
Reference 20
Source-reported events for the cited work
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Observation 34a211fd-9950-40c5-b451-9b1b63477528 · outbound
On the Emergence of Position Bias in Transformers Unresolved cited work
Reference 21
Source-reported events for the cited work
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Observation adc18838-0535-4198-be8e-ec9ad1c4e5fb · outbound
On the Emergence of Position Bias in Transformers Q., Sablayrolles, A., Mensch, A., Bamford, C., Chaplot, D
Reference 22
Source-reported events for the cited work
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Observation e6d0c459-60ec-40ed-949c-824b35139209 · outbound
On the Emergence of Position Bias in Transformers N., Das, P., and Reddy, S
Reference 23
Source-reported events for the cited work
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Observation e44ac2ed-74a9-4550-8a01-7667167d5405 · outbound
On the Emergence of Position Bias in Transformers Unresolved cited work
Reference 24
Source-reported events for the cited work
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Observation ab1985a2-dc8a-4f3c-b893-ce2576cb022e · outbound
On the Emergence of Position Bias in Transformers Attention is not only a weight: Analyzing transformers with vector norms
Reference 25
Source-reported events for the cited work
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Observation 3a8a8fb2-75ec-4537-95f0-459e4b622344 · outbound
On the Emergence of Position Bias in Transformers Bart: Denoising sequence-to-sequence pre-training for natural language generation, translation, and comprehension
Reference 26
Source-reported events for the cited work
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Observation 65243245-c6db-43d3-b53e-3c1d54bd50b4 · outbound
On the Emergence of Position Bias in Transformers K., and Kahana, M
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 236e03e8-a90b-4877-9ddb-ba5ccc5b8491 · outbound
On the Emergence of Position Bias in Transformers Chain of Thought Empowers Transformers to Solve Inherently Serial Problems
Reference 28
Source-reported events for the cited work
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Observation 4e3f030c-dc73-4db9-a9fd-669cb41d27bd · outbound
On the Emergence of Position Bias in Transformers F., Lin, K., Hewitt, J., Paranjape, A., Bevilacqua, M., Petroni, F., and Liang, P
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 32694de0-f289-4833-85a3-c6aefac250e9 · outbound
On the Emergence of Position Bias in Transformers and Hutter, F
Reference 30
Source-reported events for the cited work
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Observation bb048ac4-dfa1-4cf2-bdb8-62b517a69bda · outbound
On the Emergence of Position Bias in Transformers Fantastically ordered prompts and where to find them: Overcoming few-shot prompt order sensitivity
Reference 31
Source-reported events for the cited work
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Observation af41d5d0-d80d-4b91-8468-b34ffdaf637c · outbound
On the Emergence of Position Bias in Transformers and Sabharwal, A
Reference 32
Source-reported events for the cited work
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Observation efb0e66a-540d-4512-b935-ac92134484d1 · outbound
On the Emergence of Position Bias in Transformers Rethinking the role of demonstrations: What makes in-context learning work? In EMNLP, 2022
Reference 33
Source-reported events for the cited work
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Observation 2077947c-b57b-4b0a-8d90-8100addf17b2 · outbound
On the Emergence of Position Bias in Transformers Pytorch: An imperative style, high-performance deep learning library
Reference 34
Source-reported events for the cited work
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Observation 39faeaa4-249d-47b2-a739-30b8cc35bf17 · outbound
On the Emergence of Position Bias in Transformers A., and Lewis, M
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6b87865-e1cc-41a6-8c30-0f71bccbbf69 · outbound
On the Emergence of Position Bias in Transformers Unresolved cited work
Reference 36
Source-reported events for the cited work
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Observation a07cf089-5788-4340-b4bb-351b0cf98b43 · outbound
On the Emergence of Position Bias in Transformers The mechanistic basis of data dependence and abrupt learning in an in-context classification task
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1e9df191-60c5-4dd1-a097-337c6c568ed5 · outbound
On the Emergence of Position Bias in Transformers One-layer transformers fail to solve the induction heads task
Reference 38
Source-reported events for the cited work
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Observation 1a8cd13c-621a-4893-b59f-75462ae9e30d · outbound
On the Emergence of Position Bias in Transformers Roformer: Enhanced transformer with rotary position embedding
Reference 39
Source-reported events for the cited work
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Observation bc331f25-a46c-4f19-a6a1-2e9ad092a28b · outbound
On the Emergence of Position Bias in Transformers M., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A
Reference 40
Source-reported events for the cited work
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Observation 37da607a-7582-4f6e-9f4d-eb7e6a27aab2 · outbound
On the Emergence of Position Bias in Transformers Eliminating Position Bias of Language Models: A Mechanistic Approach
Reference 41
Source-reported events for the cited work
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Observation e4f646c3-c4f9-42ec-912c-65c3af84c7f4 · outbound
On the Emergence of Position Bias in Transformers Demystifying oversmoothing in attention-based graph neural networks
Reference 42
Source-reported events for the cited work
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Observation 78db0bb7-da0a-4825-86fe-fbb8c6338bb6 · outbound
On the Emergence of Position Bias in Transformers On the role of attention masks and layernorm in transformers
Reference 43
Source-reported events for the cited work
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Observation 359a0189-518c-46e5-83d8-074c5bd2c4dd · outbound
On the Emergence of Position Bias in Transformers Efficient streaming language models with attention sinks
Reference 44
Source-reported events for the cited work
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Observation c90efad6-9c4a-4956-868c-37391b80b464 · outbound
On the Emergence of Position Bias in Transformers Mitigate Position Bias in Large Language Models via Scaling a Single Dimension
Reference 45
Source-reported events for the cited work
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Observation 152d3384-c083-4207-8ae2-5d03db3213bc · outbound
On the Emergence of Position Bias in Transformers S., Reddi, S
Reference 46
Source-reported events for the cited work
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Observation 1dcc9506-75ed-4873-aef5-483dac4e9fa3 · outbound
On the Emergence of Position Bias in Transformers S., Reddi, S
Reference 47
Source-reported events for the cited work
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Observation 607a29c2-847b-4ce9-ba6f-87528abaa94b · outbound
On the Emergence of Position Bias in Transformers Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62476916-ee55-450e-b122-e24d515ccb58 · outbound
On the Emergence of Position Bias in Transformers Z., Wallace, E., Feng, S., Klein, D., and Singh, S
Reference 49
Source-reported events for the cited work
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Observation 46291f84-ae64-4906-87e6-94d9dac2b017 · outbound
On the Emergence of Position Bias in Transformers P., Zhang, H., Gonzalez, J
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3ef705ee-a621-42a6-86e0-1f9c0021fd7d · outbound
On the Emergence of Position Bias in Transformers write newline
Reference 51
Source-reported events for the cited work
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Observation 51d575bc-2163-42e5-b37e-3c8813050433 · inbound
Probability Consistency in Large Language Models: Theoretical Foundations Meet Empirical Discrepancies On the Emergence of Position Bias in Transformers
Reference 30
Source-reported events for the cited work
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Observation 9b0e1150-6cc8-4341-a2a6-a9fde2d83ae1 · inbound
Fragile Preferences: A Deep Dive Into Order Effects in Large Language Models On the Emergence of Position Bias in Transformers
Reference 40
Source-reported events for the cited work
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Observation 07883525-4eaf-47aa-9769-2c01de34e8ea · inbound
Fragile Preferences: A Deep Dive Into Order Effects in Large Language Models On the Emergence of Position Bias in Transformers
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1a63505-c7e1-4f00-bc1d-2f33f9497986 · inbound
Emergence of Primacy and Recency Effect in Mamba: A Mechanistic Point of View On the Emergence of Position Bias in Transformers
Reference 11
Source-reported events for the cited work
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Observation 871c13b5-ab75-40d8-bc9c-c5adc9196afa · inbound
Positional Biases Shift as Inputs Approach Context Window Limits On the Emergence of Position Bias in Transformers
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18c0e3a2-76e9-4028-ae83-e461351f0af5 · inbound
User-Assistant Bias in LLMs On the Emergence of Position Bias in Transformers
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
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 On the Emergence of Position Bias in Transformers
Reference 6
Source-reported events for the cited work
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Observation 79dd644d-b887-41ea-aa4a-b3662bf024ac · inbound
Irminsul: MLA-Native Position-Independent Caching for Agentic LLM Serving On the Emergence of Position Bias in Transformers
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e59571b4-c1df-44f8-9695-0dcf376a26c0 · inbound
Continuity Laws for Sequential Models On the Emergence of Position Bias in Transformers
Reference 36
Source-reported events for the cited work
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Observation 38d80ed6-e00f-44da-a909-3d7296da0735 · inbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation da676aae-4192-4a35-9b2b-47e8ed60e09c · inbound
Logit-Attention Divergence: Mitigating Position Bias in Multi-Image Retrieval via Attention-Guided Calibration On the Emergence of Position Bias in Transformers
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4c96d0e1-0207-4ed9-abd6-e961f25fe255 · inbound
ContextEcho: A Benchmark for Persona Drift in Long Agentic-Coding Sessions On the Emergence of Position Bias in Transformers
Reference 87
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5d6342e1-302a-410e-a87b-4a26d9384c51 · inbound
How Token Influence Decays with Distance: A Green-Function View of Trained Language Models On the Emergence of Position Bias in Transformers
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a46cfd20-1e86-4467-b0c4-b3d875e8158c · inbound
Evidence-Driven Dynamic Visual Selector for Efficient Long Video Understanding On the Emergence of Position Bias in Transformers
Reference 90
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4890d68d-e73b-4a63-a3d9-d61127c6c28d · inbound
Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences On the Emergence of Position Bias in Transformers
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.