Paper Citation Record · LEDGER

Adaptive Semantic Capacity Allocation for Parallel Generative Recommendation

As of 17 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2608.09685.

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

pith.paper-citation-record.v1
2608.09685 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T12:48:14.878819Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

25 of 25 outbound references displayed

verified exact0
verified fuzzy0
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fd46f2c5-fe39-4312-80b0-e3b31472526e · outbound

This paper cites Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads.

Adaptive Semantic Capacity Allocation for Parallel Generative Recommendation Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T12:48:14.760233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49ef9953-305b-4cb9-a66d-03b8f48a456c · outbound

This paper cites an unresolved cited work.

Adaptive Semantic Capacity Allocation for Parallel Generative Recommendation Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T12:48:14.766284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c47a16c-9fea-4ce4-aa1d-b4eef0becaef · outbound

This paper cites an unresolved cited work.

Adaptive Semantic Capacity Allocation for Parallel Generative Recommendation Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T12:48:14.771485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b50d8e75-7b36-437b-952f-4feb126f7429 · outbound

This paper cites an unresolved cited work.

Adaptive Semantic Capacity Allocation for Parallel Generative Recommendation Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T12:48:14.776607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb53eeef-7e82-41b2-9db9-c355b82e8316 · outbound

This paper cites an unresolved cited work.

Adaptive Semantic Capacity Allocation for Parallel Generative Recommendation Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:48:15.201543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0ab9231a-25b2-4a57-97a1-bd378cf14baf · outbound

This paper cites Better & Faster Large Language Models via Multi-token Prediction.

Adaptive Semantic Capacity Allocation for Parallel Generative Recommendation Better & Faster Large Language Models via Multi-token Prediction

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T12:48:14.787155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46c90a7f-6c78-4945-8893-1e6a2e7b39af · outbound

This paper cites Non-Autoregressive Neural Machine Translation.

Adaptive Semantic Capacity Allocation for Parallel Generative Recommendation Non-Autoregressive Neural Machine Translation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T12:48:14.793588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48381626-a77b-4851-a2e7-8c4768d0ffd4 · outbound

This paper cites an unresolved cited work.

Adaptive Semantic Capacity Allocation for Parallel Generative Recommendation Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T12:48:14.798816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3984637b-2c69-4ddc-99cb-411457745df4 · outbound

This paper cites an unresolved cited work.

Adaptive Semantic Capacity Allocation for Parallel Generative Recommendation Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T12:48:14.803915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aae65b9c-a478-4322-9424-9f388a35ddd2 · outbound

This paper cites an unresolved cited work.

Adaptive Semantic Capacity Allocation for Parallel Generative Recommendation Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T12:48:14.808646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee30d37b-a5b1-4089-a711-6251413a1520 · outbound

This paper cites an unresolved cited work.

Adaptive Semantic Capacity Allocation for Parallel Generative Recommendation Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T12:48:14.813572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1dfa98f-c4cf-452e-890a-99683f4245be · outbound

This paper cites an unresolved cited work.

Adaptive Semantic Capacity Allocation for Parallel Generative Recommendation Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T12:48:14.818332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5079ce9-e9b4-493c-90b0-87c7e68103bc · outbound

This paper cites an unresolved cited work.

Adaptive Semantic Capacity Allocation for Parallel Generative Recommendation Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:48:15.129787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d12a0d5b-0062-48ab-8165-a1e4228e7352 · outbound

This paper cites an unresolved cited work.

Adaptive Semantic Capacity Allocation for Parallel Generative Recommendation Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T12:48:14.827648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a026f4cf-b894-46ee-aa00-d33dd805ca76 · outbound

This paper cites Generative Sequential Recommendation with GPTRec.

Adaptive Semantic Capacity Allocation for Parallel Generative Recommendation Generative Sequential Recommendation with GPTRec

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T12:48:14.832458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc54dac1-193a-4804-a786-7fe346d4f2cb · outbound

This paper cites an unresolved cited work.

Adaptive Semantic Capacity Allocation for Parallel Generative Recommendation Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T12:48:14.837526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2a325cb-d722-4f3f-8859-209837a0db6c · outbound

This paper cites an unresolved cited work.

Adaptive Semantic Capacity Allocation for Parallel Generative Recommendation Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T12:48:14.842007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9d91e14-0e18-481f-ac7c-0f261acddaa8 · outbound

This paper cites an unresolved cited work.

Adaptive Semantic Capacity Allocation for Parallel Generative Recommendation Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T12:48:14.851185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3a759c3-15a1-4055-972e-00c6705093f0 · outbound

This paper cites an unresolved cited work.

Adaptive Semantic Capacity Allocation for Parallel Generative Recommendation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T12:48:14.855676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 229ac0f7-b88f-48f1-b197-eaa45aa95f01 · outbound

This paper cites an unresolved cited work.

Adaptive Semantic Capacity Allocation for Parallel Generative Recommendation Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T12:48:14.860060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5f15edb-f1a0-4d8d-94d6-70c70754277e · outbound

This paper cites an unresolved cited work.

Adaptive Semantic Capacity Allocation for Parallel Generative Recommendation Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T12:48:14.865067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9db8cafc-048c-4661-9ad2-c564546b050e · outbound

This paper cites an unresolved cited work.

Adaptive Semantic Capacity Allocation for Parallel Generative Recommendation Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T12:48:14.869563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4039308-5b43-494e-938d-0f3ff41f527f · outbound

This paper cites Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations.

Adaptive Semantic Capacity Allocation for Parallel Generative Recommendation Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T12:48:14.878819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a82263e2-5432-4710-9526-6997a52e202b · outbound

This paper cites Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation.

Adaptive Semantic Capacity Allocation for Parallel Generative Recommendation Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-11T12:48:14.874075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 676eb285-e57c-4644-b20a-19e909844013 · outbound

This paper cites an unresolved cited work.

Adaptive Semantic Capacity Allocation for Parallel Generative Recommendation Unresolved cited work

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-11T12:48:14.846636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.