Paper Citation Record · LEDGER

Are Sixteen Heads Really Better than One?

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:1905.10650.

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

pith.paper-citation-record.v1
1905.10650 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:20:48.262921Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-09T21:16:34.316842Z

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 127165ec-a4e0-457d-8a85-d0439b709ac8 · inbound

Do Transformer Attention Heads Provide Transparency in Abstractive Summarization? cites this paper.

Do Transformer Attention Heads Provide Transparency in Abstractive Summarization? Are Sixteen Heads Really Better than One?

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-25T12:20:47.646326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 83a23a39-9870-4c73-8adf-e808b850c159 · inbound

On Identifiability in Transformers cites this paper.

On Identifiability in Transformers Are Sixteen Heads Really Better than One?

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-14T13:58:53.211989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 715b1b96-85e1-484a-a1de-1b37d5fbe578 · inbound

Revealing the Dark Secrets of BERT cites this paper.

Revealing the Dark Secrets of BERT Are Sixteen Heads Really Better than One?

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-14T12:12:42.939261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 456ff2c7-ff00-423c-bc9d-8eee4cf1ea03 · inbound

HuggingFace's Transformers: State-of-the-art Natural Language Processing cites this paper.

HuggingFace's Transformers: State-of-the-art Natural Language Processing Are Sixteen Heads Really Better than One?

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-11T14:53:59.362388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b925d23c-cfd1-4208-a419-326e31eec14e · inbound

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing cites this paper.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Are Sixteen Heads Really Better than One?

Reference 268

Resolution: unresolved; no resolver link, observed 2026-08-12T11:42:31.105548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 125f3a62-71ca-47d1-9bec-6ef49eb0ff19 · inbound

Jekyll-and-Hyde Tipping Point in an AI's Behavior cites this paper.

Jekyll-and-Hyde Tipping Point in an AI's Behavior Are Sixteen Heads Really Better than One?

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T05:20:48.262921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcd1c188-9f18-458c-8a7c-45eff9a0b184 · inbound

Polysemy of Synthetic Neurons Towards a New Type of Explanatory Categorical Vector Spaces cites this paper.

Polysemy of Synthetic Neurons Towards a New Type of Explanatory Categorical Vector Spaces Are Sixteen Heads Really Better than One?

Reference 140

Resolution: unresolved; no resolver link, observed 2026-08-16T05:04:38.077943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c14c590-e01b-4db6-bd78-b3c08cd0f7e9 · inbound

SRLoRA: Subspace Recomposition in Low-Rank Adaptation via Importance-Based Fusion and Reinitialization cites this paper.

SRLoRA: Subspace Recomposition in Low-Rank Adaptation via Importance-Based Fusion and Reinitialization Are Sixteen Heads Really Better than One?

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T20:38:53.671132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4051f030-8926-461b-bf2a-e1e7591822f3 · inbound

Improving QA Efficiency with DistilBERT: Fine-Tuning and Inference on mobile Intel CPUs cites this paper.

Improving QA Efficiency with DistilBERT: Fine-Tuning and Inference on mobile Intel CPUs Are Sixteen Heads Really Better than One?

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T13:00:18.891139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 593edf05-27c2-4a0d-823c-f1600d4e8a39 · inbound

Specialization of softmax attention heads: insights from the high-dimensional single-location model cites this paper.

Specialization of softmax attention heads: insights from the high-dimensional single-location model Are Sixteen Heads Really Better than One?

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T19:04:54.682986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f9690ff-f04b-4834-839c-62ed810460d7 · inbound

AudioKV: KV Cache Eviction in Efficient Large Audio Language Models cites this paper.

AudioKV: KV Cache Eviction in Efficient Large Audio Language Models Are Sixteen Heads Really Better than One?

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:30:54.477882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0396190a-bdf4-4d65-867a-88f9d9411e01 · inbound

MedCore: Boundary-Preserving Medical Core Pruning for MedSAM cites this paper.

MedCore: Boundary-Preserving Medical Core Pruning for MedSAM Are Sixteen Heads Really Better than One?

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:19:28.483087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 65cb53cc-102f-4f68-8b90-6a6391c83001 · inbound

ChessMimic: Per-Rating Transformer Models for Human Move, Clock, and Outcome Prediction in Online Blitz Chess cites this paper.

ChessMimic: Per-Rating Transformer Models for Human Move, Clock, and Outcome Prediction in Online Blitz Chess Are Sixteen Heads Really Better than One?

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-07-02T07:06:44.453207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation aa04bc4e-d9e6-4eb4-ad7d-25550abb5228 · inbound

Voltron: Enabling Elastic Multi-Device Execution of LLM Inference for Empowered Edge Intelligence cites this paper.

Voltron: Enabling Elastic Multi-Device Execution of LLM Inference for Empowered Edge Intelligence Are Sixteen Heads Really Better than One?

Reference 46

Resolution: verified exact; local_arxiv, observed 2026-07-09T21:16:34.317951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a5522200-4fa8-49c4-ba54-93727528a3de · inbound

It Takes a MAESTRO To Prune Bad Experts cites this paper.

It Takes a MAESTRO To Prune Bad Experts Are Sixteen Heads Really Better than One?

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T07:56:24.598744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.