Paper Citation Record · LEDGER

CSV-Decode: Certifiable Sub-Vocabulary Decoding for Efficient Large Language Model Inference

As of 8 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2511.21702.

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

pith.paper-citation-record.v1
2511.21702 v2

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T22:05:05.627076Z

measured 14 of 14 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

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 f4a3b168-a307-498c-ab29-7cdf42eea5df · outbound

This paper cites Attention is all you need,.

CSV-Decode: Certifiable Sub-Vocabulary Decoding for Efficient Large Language Model Inference Attention is all you need,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T22:05:05.591222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e40bd281-0255-4eca-9c3c-add394adf813 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

CSV-Decode: Certifiable Sub-Vocabulary Decoding for Efficient Large Language Model Inference Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T22:05:05.594492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9da969fa-b914-4b1e-b3d8-fcd03967ae2e · outbound

This paper cites Mistral 7B.

CSV-Decode: Certifiable Sub-Vocabulary Decoding for Efficient Large Language Model Inference Mistral 7B

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T22:05:05.597494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53c1ac62-143c-47c2-88b2-471c4cb9174c · outbound

This paper cites Efficient softmax ap- proximation for gpus,.

CSV-Decode: Certifiable Sub-Vocabulary Decoding for Efficient Large Language Model Inference Efficient softmax ap- proximation for gpus,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T22:05:05.600504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72ab3e34-582a-4c24-b05c-45f3ee453e17 · outbound

This paper cites Efficient estimation of word representations in vector space,.

CSV-Decode: Certifiable Sub-Vocabulary Decoding for Efficient Large Language Model Inference Efficient estimation of word representations in vector space,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T22:05:05.603392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 357b694e-a262-45b9-8bd0-84ddad0d6793 · outbound

This paper cites Sparse convolutional neural networks,.

CSV-Decode: Certifiable Sub-Vocabulary Decoding for Efficient Large Language Model Inference Sparse convolutional neural networks,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T22:05:05.606140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f341e3fd-4c5f-44c2-8424-18c99136736d · outbound

This paper cites Reducing transformer depth on demand with structured dropout,.

CSV-Decode: Certifiable Sub-Vocabulary Decoding for Efficient Large Language Model Inference Reducing transformer depth on demand with structured dropout,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T22:05:05.609010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 994039a7-02ed-4334-82c2-5372deded919 · outbound

This paper cites Fast inference from trans- formers via speculative decoding,.

CSV-Decode: Certifiable Sub-Vocabulary Decoding for Efficient Large Language Model Inference Fast inference from trans- formers via speculative decoding,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T22:05:05.611417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18f5aabe-e6a3-4ec4-98fe-390be31f5dde · outbound

This paper cites Designing Large Foundation Models for Efficient Training and Inference: A Survey.

CSV-Decode: Certifiable Sub-Vocabulary Decoding for Efficient Large Language Model Inference Designing Large Foundation Models for Efficient Training and Inference: A Survey

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T22:05:05.613847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81613c19-4385-4880-919b-d612802bda55 · outbound

This paper cites MKA: Memory-keyed attention for efficient long-context reasoning,.

CSV-Decode: Certifiable Sub-Vocabulary Decoding for Efficient Large Language Model Inference MKA: Memory-keyed attention for efficient long-context reasoning,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T22:05:05.616895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fb5c40e-6a18-41c8-b9e5-9d213d7c4ba3 · outbound

This paper cites Tinyserve: Query-aware cache selection for efficient llm serving,.

CSV-Decode: Certifiable Sub-Vocabulary Decoding for Efficient Large Language Model Inference Tinyserve: Query-aware cache selection for efficient llm serving,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T22:05:05.619389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9d4f2f3-e95f-4ce3-a933-9f1762b992c7 · outbound

This paper cites PiKV: KV Cache Management System for Mixture of Experts.

CSV-Decode: Certifiable Sub-Vocabulary Decoding for Efficient Large Language Model Inference PiKV: KV Cache Management System for Mixture of Experts

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T22:05:05.621861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f9a152f-3f27-4956-b755-346cfcb69f41 · outbound

This paper cites Llmeasyquant: Scalable quantization for parallel and distributed llm inference,.

CSV-Decode: Certifiable Sub-Vocabulary Decoding for Efficient Large Language Model Inference Llmeasyquant: Scalable quantization for parallel and distributed llm inference,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T22:05:05.624658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9036fda3-d7e0-4d49-8dd1-24fd1d3ae901 · outbound

This paper cites Flashattention- 2: Faster attention with better parallelism and work partitioning,.

CSV-Decode: Certifiable Sub-Vocabulary Decoding for Efficient Large Language Model Inference Flashattention- 2: Faster attention with better parallelism and work partitioning,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T22:05:05.627076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.