Paper Citation Record · LEDGER

Darkit: A User-Friendly Software Toolkit for Spiking Large Language Model

As of 12 August 2026, this Paper Citation Record lists 9 of 9 outbound references and 0 inbound Pith citation observations for arXiv:2412.15634.

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

pith.paper-citation-record.v1
2412.15634 v1

Coverage vector

measured 9 of 9 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:15:48.048063Z

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

9 of 9 outbound references displayed

verified exact0
verified fuzzy2
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e83c539f-216e-4f04-ba1e-cd007abf1c32 · outbound

This paper cites Language Models are Few-Shot Learners.

Darkit: A User-Friendly Software Toolkit for Spiking Large Language Model Language Models are Few-Shot Learners

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T11:15:47.999538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdbe0143-f256-415e-8123-c4a07b42c708 · outbound

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

Darkit: A User-Friendly Software Toolkit for Spiking Large Language Model Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T11:15:48.005445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7a6f292-14bb-49d7-a2c2-7f81a57002d6 · outbound

This paper cites SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking.

Darkit: A User-Friendly Software Toolkit for Spiking Large Language Model SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T11:15:48.010686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e8d825a-c5f1-433a-85a5-b0acd7c7e3fd · outbound

This paper cites SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms.

Darkit: A User-Friendly Software Toolkit for Spiking Large Language Model SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T11:15:48.015984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63593cd7-a811-45d7-a8cb-adc107a473be · outbound

This paper cites SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks.

Darkit: A User-Friendly Software Toolkit for Spiking Large Language Model SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T11:15:48.023313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c4240cc-2eb6-4e2f-9aea-559300f1c13b · outbound

This paper cites a survey on GPT-3.

Darkit: A User-Friendly Software Toolkit for Spiking Large Language Model a survey on GPT-3

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T11:15:48.030243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e2103d7-5609-4599-8250-f6f46295686d · outbound

This paper cites What does bert learn about the structure of language? In ACL 2019-57th Annual Meeting of the Association for Computational Linguistics, 2019.

Darkit: A User-Friendly Software Toolkit for Spiking Large Language Model What does bert learn about the structure of language? In ACL 2019-57th Annual Meeting of the Association for Computational Linguistics, 2019

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:48.223963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 74686491-dd71-43b8-84f2-57b9561aad27 · outbound

This paper cites an unresolved cited work.

Darkit: A User-Friendly Software Toolkit for Spiking Large Language Model Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:15:48.206763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 90f302bb-cb9f-4b57-ba16-b6640a0a6953 · outbound

This paper cites O'Reilly Media, Inc.

Darkit: A User-Friendly Software Toolkit for Spiking Large Language Model O'Reilly Media, Inc

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:15:48.190275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

No inbound Pith citation observations are available.