Paper Citation Record · LEDGER

LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2503.08271.

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

pith.paper-citation-record.v1
2503.08271 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:00:01.797557Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T13:25:56.194092Z

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 3fb8345d-aa1c-4499-9eb3-17549a49b13b · inbound

FADE: Adversarial Concept Erasure in Flow Models cites this paper.

FADE: Adversarial Concept Erasure in Flow Models LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T17:00:01.797557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1792f5cb-53ee-420f-b2c6-543d20bdedce · inbound

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement cites this paper.

Uncertainty-Aware GUI Agent: Adaptive Perception through Component Recommendation and Human-in-the-Loop Refinement LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:07.948808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dcaa344-98b4-416a-a132-1264f8add6e9 · inbound

Text Reinforcement for Multimodal Time Series Forecasting cites this paper.

Text Reinforcement for Multimodal Time Series Forecasting LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization

Reference 55

Resolution: verified exact; local_arxiv, observed 2026-08-05T13:25:56.197690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 27671518-82ca-40f0-80b4-2c77ebd59e32 · inbound

CoGenCast: A Coupled Autoregressive-Flow Generative Framework for Time Series Forecasting cites this paper.

CoGenCast: A Coupled Autoregressive-Flow Generative Framework for Time Series Forecasting LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T05:00:55.702944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.