Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning
As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2403.07300.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:08:10.478636Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-23T03:12:28.754018Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 27b9bd56-c40b-4a60-933e-4ccbff8b8d20 · inbound
Adversarial Vulnerabilities in Large Language Models for Time Series Forecasting cites this paper.
Adversarial Vulnerabilities in Large Language Models for Time Series Forecasting CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T18:18:54.977951Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c5b4059-f7aa-42a8-a957-8d2b44703b43 · inbound
FoNE: Precise Single-Token Number Embeddings via Fourier Features cites this paper.
FoNE: Precise Single-Token Number Embeddings via Fourier Features CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-05-23T03:12:28.756929Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a32cf386-ed54-455a-a130-a458991999c3 · inbound
FinTSB: A Comprehensive and Practical Benchmark for Financial Time Series Forecasting cites this paper.
FinTSB: A Comprehensive and Practical Benchmark for Financial Time Series Forecasting CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning
Reference 43
- Resolution
- verified exact
- arxiv_id, observed 2026-05-23T02:52:26.647748Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4f6c9f0a-5f8e-47e9-8e08-137101def410 · inbound
Context-Aware Probabilistic Modeling with LLM for Multimodal Time Series Forecasting cites this paper.
Context-Aware Probabilistic Modeling with LLM for Multimodal Time Series Forecasting CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T21:08:10.478636Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8194f0c9-4674-4798-9675-cd6817ab3a95 · inbound
Non-collective Calibrating Strategy for Time Series Forecasting cites this paper.
Non-collective Calibrating Strategy for Time Series Forecasting CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning
Reference 2021
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:52:48.772973Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5b82ed6-9a27-43b8-8b01-feb298f92851 · inbound
From Time Series Analysis to Question Answering: A Survey in the LLM Era cites this paper.
From Time Series Analysis to Question Answering: A Survey in the LLM Era CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning
Reference 69
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T09:32:15.846762Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8b30e9bd-0e33-42ad-9883-88e234be8003 · inbound
Scaling Transformers for Time Series Forecasting: Do Pretrained Large Models Outperform Small-Scale Alternatives? cites this paper.
Scaling Transformers for Time Series Forecasting: Do Pretrained Large Models Outperform Small-Scale Alternatives? CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:11:53.342851Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.