Paper Citation Record · LEDGER

Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2502.12096.

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

pith.paper-citation-record.v1
2502.12096 v5

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:49:35.393545Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-09T22:49:15.597659Z

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 065bd3c4-b6ff-4df7-9143-bda77d512a3f · inbound

Adaptive Semantic Token Communication for Transformer-based Edge Inference cites this paper.

Adaptive Semantic Token Communication for Transformer-based Edge Inference Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:35.393545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9b09528-9329-4b80-9e87-fb7020e3b1ed · inbound

Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception cites this paper.

Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:52:42.564827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d99b0969-41c1-43bc-abed-e10692143622 · inbound

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search cites this paper.

Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T23:13:02.336648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a275d5bf-fd63-44f0-8cfd-76bbae4caefb · inbound

Federated Learning-Enabled Hybrid Language Models for Communication-Efficient Token Transmission cites this paper.

Federated Learning-Enabled Hybrid Language Models for Communication-Efficient Token Transmission Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T21:45:46.454001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcf1e24e-d772-4e31-b444-ef90ea4b44e3 · inbound

Text-Guided Token Communication for Wireless Image Transmission cites this paper.

Text-Guided Token Communication for Wireless Image Transmission Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T19:22:33.139287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68f077d7-a933-4331-95cc-edb4ff34ca78 · inbound

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission cites this paper.

DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T10:23:04.152843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 391a34c2-e181-472f-940d-47eaa1514809 · inbound

Adaptive Token Merging for Efficient Transformer Semantic Communication at the Edge cites this paper.

Adaptive Token Merging for Efficient Transformer Semantic Communication at the Edge Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T18:26:55.054983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b9ae02d-1d28-4c03-8a55-18e53bf7539c · inbound

Sema: Semantic Transport for Real-Time Multimodal Agents cites this paper.

Sema: Semantic Transport for Real-Time Multimodal Agents Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-07-07T02:17:05.799470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.