Paper Citation Record · LEDGER

Set Block Decoding is a Language Model Inference Accelerator

As of 18 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 8 inbound Pith citation observations for arXiv:2509.04185.

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

pith.paper-citation-record.v1
2509.04185 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T10:24:24.094888Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T07:34:06.349721Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-11T03:07:50.848023Z

Reference resolution

29 of 29 outbound references displayed

verified exact0
verified fuzzy3
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a0cfe951-4b89-4f31-ad3e-1f7faba799c7 · outbound

This paper cites Program Synthesis with Large Language Models.

Set Block Decoding is a Language Model Inference Accelerator Program Synthesis with Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T10:24:23.995181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c21f9036-f0ca-48ac-b536-642e90592da7 · outbound

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

Set Block Decoding is a Language Model Inference Accelerator Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T10:24:24.004164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 452fb77c-8472-4f45-9aa3-cd5696dd3863 · outbound

This paper cites Itai Gat, Tal Remez, Neta Shaul, Felix Kreuk, Ricky TQ Chen, Gabriel Synnaeve, Yossi Adi, and Yaron Lipman.

Set Block Decoding is a Language Model Inference Accelerator Itai Gat, Tal Remez, Neta Shaul, Felix Kreuk, Ricky TQ Chen, Gabriel Synnaeve, Yossi Adi, and Yaron Lipman

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T10:24:24.023323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66efcdca-6acb-4fff-ade8-1e208f92b017 · outbound

This paper cites Mask-Predict: Parallel Decoding of Conditional Masked Language Models.

Set Block Decoding is a Language Model Inference Accelerator Mask-Predict: Parallel Decoding of Conditional Masked Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T10:24:24.027372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b0407d5-340d-4d8e-9261-46b063a6af7b · outbound

This paper cites DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation.

Set Block Decoding is a Language Model Inference Accelerator DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T10:24:24.035220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95216656-5a0d-431d-b1ca-701fcfcaad2f · outbound

This paper cites 12 Zhanqiu Hu, Jian Meng, Yash Akhauri, Mohamed S Abdelfattah, Jae-sun Seo, Zhiru Zhang, and Udit Gupta.

Set Block Decoding is a Language Model Inference Accelerator 12 Zhanqiu Hu, Jian Meng, Yash Akhauri, Mohamed S Abdelfattah, Jae-sun Seo, Zhiru Zhang, and Udit Gupta

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T10:24:24.038975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87c79948-962e-4477-ab00-ac52746bdfbb · outbound

This paper cites Daniel Israel, Guy Van den Broeck, and Aditya Grover.

Set Block Decoding is a Language Model Inference Accelerator Daniel Israel, Guy Van den Broeck, and Aditya Grover

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T10:24:24.042519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 188574ef-1042-4ffe-ae3e-d77315431ad8 · outbound

This paper cites LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code.

Set Block Decoding is a Language Model Inference Accelerator LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T10:24:24.045479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 177cea2d-a736-4bbf-83c1-f135a130a2e6 · outbound

This paper cites Mercury: Ultra-Fast Language Models Based on Diffusion.

Set Block Decoding is a Language Model Inference Accelerator Mercury: Ultra-Fast Language Models Based on Diffusion

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T10:24:24.048943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 820faa07-8600-43ff-ac3e-da27f993e155 · outbound

This paper cites Let's Verify Step by Step.

Set Block Decoding is a Language Model Inference Accelerator Let's Verify Step by Step

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T10:24:24.052717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f30e8ce-dead-437f-9382-4b5456d3359c · outbound

This paper cites Xiaoran Liu, Zhigeng Liu, Zengfeng Huang, Qipeng Guo, Ziwei He, and Xipeng Qiu.

Set Block Decoding is a Language Model Inference Accelerator Xiaoran Liu, Zhigeng Liu, Zengfeng Huang, Qipeng Guo, Ziwei He, and Xipeng Qiu

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T10:24:24.056646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfd3a2b9-906e-428f-bfa2-e351a926b3e9 · outbound

This paper cites dKV-Cache: The Cache for Diffusion Language Models.

Set Block Decoding is a Language Model Inference Accelerator dKV-Cache: The Cache for Diffusion Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T10:24:24.060171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b06c4811-2a3a-4a1f-a9e7-93420e54231d · outbound

This paper cites The Llama 3 Herd of Models.

Set Block Decoding is a Language Model Inference Accelerator The Llama 3 Herd of Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T10:24:24.063836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e17a48b1-5ac4-430f-9470-989c571abaac · outbound

This paper cites Large Language Diffusion Models.

Set Block Decoding is a Language Model Inference Accelerator Large Language Diffusion Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T10:24:24.067099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6794250-260a-4039-b08b-6c9401718236 · outbound

This paper cites Esoteric Language Models: A Family of Any-Order Diffusion LLMs.

Set Block Decoding is a Language Model Inference Accelerator Esoteric Language Models: A Family of Any-Order Diffusion LLMs

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T10:24:24.070507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 265b171d-6f12-4c1a-a162-b347d4c7b5be · outbound

This paper cites WinoGrande: An Adversarial Winograd Schema Challenge at Scale.

Set Block Decoding is a Language Model Inference Accelerator WinoGrande: An Adversarial Winograd Schema Challenge at Scale

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T10:24:24.074079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e60f995-a943-4038-9c94-cff74bdf27ba · outbound

This paper cites Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference.

Set Block Decoding is a Language Model Inference Accelerator Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T10:24:24.077595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 296ca13e-dcdd-426b-b190-15f310f1c5ad · outbound

This paper cites Dimple: Discrete Diffusion Multimodal Large Language Model with Parallel Decoding.

Set Block Decoding is a Language Model Inference Accelerator Dimple: Discrete Diffusion Multimodal Large Language Model with Parallel Decoding

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T10:24:24.088018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e42e50b-0af7-4384-b721-5073e92e30fb · outbound

This paper cites Code Block 7 presents the adjustments to the training loop required to learn a hybrid model.

Set Block Decoding is a Language Model Inference Accelerator Code Block 7 presents the adjustments to the training loop required to learn a hybrid model

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:24:24.597994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1db44844-1ee3-4524-b0a3-1da2825a7668 · outbound

This paper cites Returns the runtime (in s) and flops of doing a `C=A@B` with A/B of shape `[m, k]/[k, n] `.

Set Block Decoding is a Language Model Inference Accelerator Returns the runtime (in s) and flops of doing a `C=A@B` with A/B of shape `[m, k]/[k, n] `

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:24:24.587399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ce45a66e-1f1e-4084-869d-0fe9bb39767a · outbound

This paper cites Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding.

Set Block Decoding is a Language Model Inference Accelerator Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding

Reference 2008

Resolution: unresolved; no resolver link, observed 2026-08-05T10:24:24.084220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc61fa90-1ac1-4d7d-b905-fee6c9023045 · outbound

This paper cites Samuel Webb Williams, Andrew Waterman, and David A Patterson.

Set Block Decoding is a Language Model Inference Accelerator Samuel Webb Williams, Andrew Waterman, and David A Patterson

Reference 2014

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T10:24:24.608828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 95b5b9c1-e1fb-446b-9ec5-1db96a75c63b · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Set Block Decoding is a Language Model Inference Accelerator Training Verifiers to Solve Math Word Problems

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-05T10:24:24.015754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c27d2747-e039-47a7-9e1f-0a76a6fb6065 · outbound

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

Set Block Decoding is a Language Model Inference Accelerator Better & Faster Large Language Models via Multi-token Prediction

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-05T10:24:24.031548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba1a3b7f-f5f2-45da-846a-5b844381f4b5 · outbound

This paper cites Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking.

Set Block Decoding is a Language Model Inference Accelerator Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-05T10:24:23.999472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 264f745c-63e3-4af6-b78a-ef8e0398a23b · outbound

This paper cites Flex Attention: A Programming Model for Generating Optimized Attention Kernels.

Set Block Decoding is a Language Model Inference Accelerator Flex Attention: A Programming Model for Generating Optimized Attention Kernels

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-05T10:24:24.019470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6e4096c-f191-4049-ac11-e4f53e748b24 · outbound

This paper cites Speculative Diffusion Decoding: Accelerating Language Generation through Diffusion.

Set Block Decoding is a Language Model Inference Accelerator Speculative Diffusion Decoding: Accelerating Language Generation through Diffusion

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-05T10:24:24.012047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a33c4070-f5a2-465c-941f-a42d7c74115d · outbound

This paper cites Accelerating Large Language Model Decoding with Speculative Sampling.

Set Block Decoding is a Language Model Inference Accelerator Accelerating Large Language Model Decoding with Speculative Sampling

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-05T10:24:24.008167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f519578f-6d0c-42a4-9fad-e2c806f21169 · outbound

This paper cites Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models.

Set Block Decoding is a Language Model Inference Accelerator Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-05T10:24:23.990590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation d68a7524-23b3-42fb-b0b3-58a9ea008986 · inbound

FBS: Modeling Native Parallel Reading inside a Transformer cites this paper.

FBS: Modeling Native Parallel Reading inside a Transformer Set Block Decoding is a Language Model Inference Accelerator

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-16T10:10:49.586949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d6a77978-d09e-420d-839c-587ce9946318 · inbound

SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting cites this paper.

SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting Set Block Decoding is a Language Model Inference Accelerator

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:30:57.288445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b3a05227-5af0-4b15-9c2c-2744aebc144c · inbound

SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting cites this paper.

SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting Set Block Decoding is a Language Model Inference Accelerator

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-22T10:51:26.093051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3cdd3e8a-bd26-46ec-8f35-0ee15c6b492b · inbound

Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion cites this paper.

Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion Set Block Decoding is a Language Model Inference Accelerator

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-14T19:49:25.460646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bf0bf903-3094-43c7-b3b3-ea60449411ec · inbound

Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion cites this paper.

Orthrus: Memory-Efficient Parallel Token Generation via Dual-View Diffusion Set Block Decoding is a Language Model Inference Accelerator

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-20T21:39:03.422163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fa178609-9115-40ef-805f-6e0ef6443eb1 · inbound

Set Diffusion: Interpolating Token Orderings Between Autoregression and Diffusion for Fast and Flexible Decoding cites this paper.

Set Diffusion: Interpolating Token Orderings Between Autoregression and Diffusion for Fast and Flexible Decoding Set Block Decoding is a Language Model Inference Accelerator

Reference 145

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T17:38:43.624407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3f5f3e84-605e-4c12-8990-46a676ca3356 · inbound

Nemotron-Labs-Diffusion: A Tri-Mode Language Model Unifying Autoregressive, Diffusion, and Self-Speculation Decoding cites this paper.

Nemotron-Labs-Diffusion: A Tri-Mode Language Model Unifying Autoregressive, Diffusion, and Self-Speculation Decoding Set Block Decoding is a Language Model Inference Accelerator

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-07-11T03:07:50.879251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d2499422-02d1-44cb-9f5e-b2809416334e · inbound

Context-weighted Discrete Flow Matching cites this paper.

Context-weighted Discrete Flow Matching Set Block Decoding is a Language Model Inference Accelerator

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T07:34:06.349721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.