Paper Citation Record · LEDGER

Towards Time Series Generation Conditioned on Unstructured Natural Language

As of 8 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2506.22927.

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

pith.paper-citation-record.v1
2506.22927 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:59:21.189027Z

measured 45 of 45 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

45 of 45 outbound references displayed

verified exact3
verified fuzzy0
unresolved41
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cebcd597-9525-4e4f-bc86-5cc09b58a5ec · outbound

This paper cites Time-Causal VAE: Robust Financial Time Series Generator.

Towards Time Series Generation Conditioned on Unstructured Natural Language Time-Causal VAE: Robust Financial Time Series Generator

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:17.369244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf26197b-e2cb-4a75-8847-c6b7b8a62e02 · outbound

This paper cites Towards Controllable Time Series Generation.

Towards Time Series Generation Conditioned on Unstructured Natural Language Towards Controllable Time Series Generation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:17.441971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3f25b64-bd58-4550-8d7d-7fbd02b23b52 · outbound

This paper cites an unresolved cited work.

Towards Time Series Generation Conditioned on Unstructured Natural Language Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:59:27.056516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 270d71fb-60a8-427c-8372-5c936db41a67 · outbound

This paper cites an unresolved cited work.

Towards Time Series Generation Conditioned on Unstructured Natural Language Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:59:26.904525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5585f81c-6c55-4b11-b789-b06dbfab66f8 · outbound

This paper cites an unresolved cited work.

Towards Time Series Generation Conditioned on Unstructured Natural Language Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:59:26.723104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0811971d-5dd3-4a7f-92c1-970299333e3f · outbound

This paper cites TimeVAE: A Variational Auto-Encoder for Multivariate Time Series Generation.

Towards Time Series Generation Conditioned on Unstructured Natural Language TimeVAE: A Variational Auto-Encoder for Multivariate Time Series Generation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:17.853210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f280b933-ad9a-4017-98a9-0506509560b4 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Towards Time Series Generation Conditioned on Unstructured Natural Language BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:17.930477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35730704-330e-49f5-8443-3f255e8b6c64 · outbound

This paper cites Can LLMs Serve As Time Series Anomaly Detectors?.

Towards Time Series Generation Conditioned on Unstructured Natural Language Can LLMs Serve As Time Series Anomaly Detectors?

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:18.056078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6671ae7c-81c3-4064-9b81-c3d8c11a1ce6 · outbound

This paper cites an unresolved cited work.

Towards Time Series Generation Conditioned on Unstructured Natural Language Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:59:26.485912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8d6215ca-5c67-45f8-a727-ec7846d0db13 · outbound

This paper cites Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs.

Towards Time Series Generation Conditioned on Unstructured Natural Language Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:18.216323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1b335c2-1a8b-4ba5-97b8-221bbb6c145d · outbound

This paper cites an unresolved cited work.

Towards Time Series Generation Conditioned on Unstructured Natural Language Unresolved cited work

Reference 11

Resolution: verified exact; raw_fallback, observed 2026-08-06T21:59:22.590312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c16f3b36-77a0-4f66-9b3e-cabb226d798f · outbound

This paper cites TimeGPT-1.

Towards Time Series Generation Conditioned on Unstructured Natural Language TimeGPT-1

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:18.312623Z

Source-reported events for the cited work

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Observation 5a1f65ad-44ec-4fdb-89ce-966667dcdba8 · outbound

This paper cites an unresolved cited work.

Towards Time Series Generation Conditioned on Unstructured Natural Language Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:18.385739Z

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Observation 9a863a8b-1ebd-4658-af8a-be32805c06b4 · outbound

This paper cites an unresolved cited work.

Towards Time Series Generation Conditioned on Unstructured Natural Language Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:59:26.344607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 04c50abc-c7a8-423e-81f5-a1431e276708 · outbound

This paper cites an unresolved cited work.

Towards Time Series Generation Conditioned on Unstructured Natural Language Unresolved cited work

Reference 15

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T21:59:22.289355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 76ac28cc-dd73-46e6-8e36-e7a9d7a52b3a · outbound

This paper cites Augmentation Scheme for Dealing with Imbalanced Network Traffic Classification Using Deep Learning.

Towards Time Series Generation Conditioned on Unstructured Natural Language Augmentation Scheme for Dealing with Imbalanced Network Traffic Classification Using Deep Learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:18.574945Z

Source-reported events for the cited work

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Observation 8f8294df-af43-4d8b-a137-45db6283f5c0 · outbound

This paper cites Gaussian Error Linear Units (GELUs).

Towards Time Series Generation Conditioned on Unstructured Natural Language Gaussian Error Linear Units (GELUs)

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:18.622700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8530a9fa-962b-40b5-b099-671110506c47 · outbound

This paper cites Truth-Conditional Captioning of Time Series Data.

Towards Time Series Generation Conditioned on Unstructured Natural Language Truth-Conditional Captioning of Time Series Data

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-06T21:59:21.958701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 747ffe45-dd79-4c6e-926f-58cfc9f5a76a · outbound

This paper cites Time-LLM: Time Series Forecasting by Reprogramming Large Language Models.

Towards Time Series Generation Conditioned on Unstructured Natural Language Time-LLM: Time Series Forecasting by Reprogramming Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:18.740527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d454af99-f2a0-49cd-a737-f84b5bf387b8 · outbound

This paper cites ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data.

Towards Time Series Generation Conditioned on Unstructured Natural Language ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:18.840010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee133ed9-2a72-4a4f-b4ec-f7b2bbc08e40 · outbound

This paper cites Hyndman, and Feng Li.

Towards Time Series Generation Conditioned on Unstructured Natural Language Hyndman, and Feng Li

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:18.955153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8887d61e-8a79-4989-ba2a-6a383bf632ce · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Towards Time Series Generation Conditioned on Unstructured Natural Language Adam: A Method for Stochastic Optimization

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:19.069831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c180b65-e96d-4520-af0e-94d7e6f06201 · outbound

This paper cites Auto-Encoding Variational Bayes.

Towards Time Series Generation Conditioned on Unstructured Natural Language Auto-Encoding Variational Bayes

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:19.128840Z

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Observation bfbd00dd-3bb6-42fd-8ccd-0a0c87ac35ef · outbound

This paper cites an unresolved cited work.

Towards Time Series Generation Conditioned on Unstructured Natural Language Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:59:26.144749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fb4580a1-0e44-408c-90aa-8e51d71c693c · outbound

This paper cites an unresolved cited work.

Towards Time Series Generation Conditioned on Unstructured Natural Language Unresolved cited work

Reference 25

Resolution: verified exact; doi, observed 2026-08-06T21:59:21.430798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 48645ae9-1dcf-4e8d-8c8a-bc1038773c09 · outbound

This paper cites an unresolved cited work.

Towards Time Series Generation Conditioned on Unstructured Natural Language Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:59:25.915415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7726f8fd-3c93-464f-95b1-c1037d7fb120 · outbound

This paper cites an unresolved cited work.

Towards Time Series Generation Conditioned on Unstructured Natural Language Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:59:25.706902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 80425add-e6f5-44e2-9cd0-6e731b139fc9 · outbound

This paper cites an unresolved cited work.

Towards Time Series Generation Conditioned on Unstructured Natural Language Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:59:25.550792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2e3aec57-f5a6-48d6-9351-ff9cf177a902 · outbound

This paper cites an unresolved cited work.

Towards Time Series Generation Conditioned on Unstructured Natural Language Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:59:25.360379Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ecdb0372-4f94-4cb1-9c69-aa7674e6a354 · outbound

This paper cites an unresolved cited work.

Towards Time Series Generation Conditioned on Unstructured Natural Language Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:59:25.200439Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation decee556-64f6-46e9-9b59-ef8dcb99b4e8 · outbound

This paper cites an unresolved cited work.

Towards Time Series Generation Conditioned on Unstructured Natural Language Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:59:24.987309Z

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Observation 878cfa7a-d00a-4b98-9260-85cd47b4e31c · outbound

This paper cites an unresolved cited work.

Towards Time Series Generation Conditioned on Unstructured Natural Language Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:59:24.739660Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0839129c-8872-4157-b201-b811acfc92a1 · outbound

This paper cites an unresolved cited work.

Towards Time Series Generation Conditioned on Unstructured Natural Language Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:59:24.574163Z

Source-reported events for the cited work

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Observation d1b942b9-4e77-437f-87c2-c5f36695ca78 · outbound

This paper cites an unresolved cited work.

Towards Time Series Generation Conditioned on Unstructured Natural Language Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:59:24.312359Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b62c06bb-01d0-446a-b6cf-1bc104fe1ba2 · outbound

This paper cites an unresolved cited work.

Towards Time Series Generation Conditioned on Unstructured Natural Language Unresolved cited work

Reference 35

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b8698587-a401-4f96-a8ad-ab82ae2911d9 · outbound

This paper cites an unresolved cited work.

Towards Time Series Generation Conditioned on Unstructured Natural Language Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:59:23.668897Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation aafb1bfe-d56c-44a1-a79c-4bb943527a61 · outbound

This paper cites Denoising Diffusion Implicit Models.

Towards Time Series Generation Conditioned on Unstructured Natural Language Denoising Diffusion Implicit Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:20.444987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b960851-68a0-481d-b73f-2e1f765f9b06 · outbound

This paper cites Tanner and Wing Hung Wong.

Towards Time Series Generation Conditioned on Unstructured Natural Language Tanner and Wing Hung Wong

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:20.579722Z

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Unavailable: canonical work link unavailable.

Observation f5b0f936-2b18-4fd1-8baf-5beb6fc839a6 · outbound

This paper cites an unresolved cited work.

Towards Time Series Generation Conditioned on Unstructured Natural Language Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:59:23.357739Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8db23257-c622-46f9-ab09-a7b6ac13f30e · outbound

This paper cites an unresolved cited work.

Towards Time Series Generation Conditioned on Unstructured Natural Language Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:59:23.201494Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 48b51b1c-103d-40a8-bfc5-750eea43f76e · outbound

This paper cites an unresolved cited work.

Towards Time Series Generation Conditioned on Unstructured Natural Language Unresolved cited work

Reference 41

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3465919c-4c8e-4d35-9708-91fc00ae9691 · outbound

This paper cites an unresolved cited work.

Towards Time Series Generation Conditioned on Unstructured Natural Language Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:59:22.855923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d9ec9957-28f8-4e55-9ae9-02e7a05d28dc · outbound

This paper cites an unresolved cited work.

Towards Time Series Generation Conditioned on Unstructured Natural Language Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:20.972437Z

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Unavailable: canonical work link unavailable.

Observation d218c082-bf65-4735-9fcf-49a5be33ded4 · outbound

This paper cites an unresolved cited work.

Towards Time Series Generation Conditioned on Unstructured Natural Language Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:59:22.747908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7c01ff6d-43a2-4376-832c-f46677e4aa72 · outbound

This paper cites Understanding Why Large Language Models Can Be Ineffective in Time Series Analysis: The Impact of Modality Alignment.

Towards Time Series Generation Conditioned on Unstructured Natural Language Understanding Why Large Language Models Can Be Ineffective in Time Series Analysis: The Impact of Modality Alignment

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:21.189027Z

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Pith citing papers

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