Paper Citation Record · LEDGER

Retrieval Augmented Time Series Forecasting

As of 20 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 4 inbound Pith citation observations for arXiv:2505.04163.

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

pith.paper-citation-record.v1
2505.04163 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:42:41.624460Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:27:48.114752Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T07:56:28.506898Z

Reference resolution

13 of 13 outbound references displayed

verified exact0
verified fuzzy1
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a7d64676-ba0d-4d10-8954-4975d8fca6ee · outbound

This paper cites Retrieval Augmentation Reduces Hallucination in Conversation.

Retrieval Augmented Time Series Forecasting Retrieval Augmentation Reduces Hallucination in Conversation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T23:42:41.591381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8b6f415-9d29-4f7c-bb9b-4cbdef31bf59 · outbound

This paper cites Less Is More: Fast Multivariate Time Series Forecasting with Light Sampling-oriented MLP Structures.

Retrieval Augmented Time Series Forecasting Less Is More: Fast Multivariate Time Series Forecasting with Light Sampling-oriented MLP Structures

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T23:42:41.602575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0575273b-bc9c-4b12-9948-18ffe0824119 · outbound

This paper cites an unresolved cited work.

Retrieval Augmented Time Series Forecasting Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:42:41.822366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8f69beb4-cddb-411f-bdad-13aae23c3740 · outbound

This paper cites an unresolved cited work.

Retrieval Augmented Time Series Forecasting Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:42:41.804894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 241f61de-9495-49b2-a533-060cb99cc4c2 · outbound

This paper cites an unresolved cited work.

Retrieval Augmented Time Series Forecasting Unresolved cited work

Reference 96

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:42:41.839909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 82a91ff3-9765-4a09-a8a9-f2caff5584a4 · outbound

This paper cites A Survey of Deep Learning and Foundation Models for Time Series Forecasting.

Retrieval Augmented Time Series Forecasting A Survey of Deep Learning and Foundation Models for Time Series Forecasting

Reference 2010

Resolution: unresolved; no resolver link, observed 2026-08-15T23:42:41.585783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2cf8f70-3907-442e-8be0-cb636fb46e14 · outbound

This paper cites Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A.

Retrieval Augmented Time Series Forecasting Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-15T23:42:41.597327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04054543-c319-4f18-9e4f-70448fbb654a · outbound

This paper cites An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling.

Retrieval Augmented Time Series Forecasting An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-15T23:42:41.556403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8da5a0e5-1352-4aaf-8c6d-a5c1b9748a93 · outbound

This paper cites Few-shot Learning for Time-series Forecasting.

Retrieval Augmented Time Series Forecasting Few-shot Learning for Time-series Forecasting

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-15T23:42:41.580000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81bae8b0-9640-4b3a-b823-773ea7ff66fd · outbound

This paper cites Conditional Time Series Forecasting with Convolutional Neural Networks.

Retrieval Augmented Time Series Forecasting Conditional Time Series Forecasting with Convolutional Neural Networks

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-15T23:42:41.562758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6035b9a2-a8e7-453c-a119-31e7e078c853 · outbound

This paper cites Long-term Forecasting with TiDE: Time-series Dense Encoder.

Retrieval Augmented Time Series Forecasting Long-term Forecasting with TiDE: Time-series Dense Encoder

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-15T23:42:41.568428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3ff5ddd-7d75-48f1-b6fa-beaec108cb5d · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Retrieval Augmented Time Series Forecasting Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T23:42:41.574085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8401f03-3471-4d4b-bf45-f829fb4745fb · outbound

This paper cites Implementation Details RAFT employs a retrieval module with the following detailed settings.

Retrieval Augmented Time Series Forecasting Implementation Details RAFT employs a retrieval module with the following detailed settings

Reference 3413

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:42:41.856658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation 2d540211-543d-49c3-9572-2d745f59b538 · inbound

Dual-Prototype Disentanglement: A Context-Aware Enhancement Framework for Time Series Forecasting cites this paper.

Dual-Prototype Disentanglement: A Context-Aware Enhancement Framework for Time Series Forecasting Retrieval Augmented Time Series Forecasting

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-03T08:34:25.475106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 115f004a-c108-43d9-877e-4074decd1b0d · inbound

RareCP: Regime-Aware Retrieval for Efficient Conformal Prediction cites this paper.

RareCP: Regime-Aware Retrieval for Efficient Conformal Prediction Retrieval Augmented Time Series Forecasting

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:56:28.510347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 67d8b9b2-df8e-47a1-a584-c543744a6431 · inbound

PIER: Physics-Informed Environmental Retrieval for Time-Series Modeling cites this paper.

PIER: Physics-Informed Environmental Retrieval for Time-Series Modeling Retrieval Augmented Time Series Forecasting

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:15.919593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8c4c4e6-9421-4a92-aa89-ca58502cf4c0 · inbound

TSDS-Toolbox: A Toolbox for Measuring Time-Series Dataset Similarity cites this paper.

TSDS-Toolbox: A Toolbox for Measuring Time-Series Dataset Similarity Retrieval Augmented Time Series Forecasting

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T00:27:48.114752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.