Paper Citation Record · LEDGER

TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding

As of 18 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2505.10834.

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

pith.paper-citation-record.v1
2505.10834 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:07:11.719136Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

25 of 25 outbound references displayed

verified exact1
verified fuzzy14
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2d8aff7d-690e-4690-bede-80310ff513a6 · outbound

This paper cites Intelliot: intelligent iot environments,.

TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding Intelliot: intelligent iot environments,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:07:12.321178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b4990f55-2d64-4661-9c61-acf51469bc4b · outbound

This paper cites Diff- go: Diffusion goal-oriented communications with ultra-high spectrum efficiency,.

TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding Diff- go: Diffusion goal-oriented communications with ultra-high spectrum efficiency,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:07:12.302857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 21ac5dc0-07e8-4cc6-ac94-31dc74d283db · outbound

This paper cites Deep learning enabled semantic communication systems,.

TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding Deep learning enabled semantic communication systems,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T21:07:11.603601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation feaac2cb-b231-4e75-8337-882dba36526c · outbound

This paper cites Deep learning based semantic communications: An initial inves- tigation,.

TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding Deep learning based semantic communications: An initial inves- tigation,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:07:12.271451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2166028c-e6b7-4133-baf8-987ec58b15f9 · outbound

This paper cites Deep learning enabled semantic communications with speech recognition and synthesis,.

TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding Deep learning enabled semantic communications with speech recognition and synthesis,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:07:12.252269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 84719525-63bc-44b0-8b1a-41a5bb2d1fe3 · outbound

This paper cites Generative Semantic Communication: Diffusion Models Beyond Bit Recovery.

TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding Generative Semantic Communication: Diffusion Models Beyond Bit Recovery

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T21:07:11.619967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d09a0f47-fe41-4202-91e6-8096d4e5cc09 · outbound

This paper cites Diff-go n: Enhancing diffusion models for goal-oriented communications,.

TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding Diff-go n: Enhancing diffusion models for goal-oriented communications,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T21:07:11.626133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56e548fc-4984-48b7-9e5a-0ee0a4df3253 · outbound

This paper cites Diff-go+: An efficient diffusion goal-oriented communication system with local feedback,.

TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding Diff-go+: An efficient diffusion goal-oriented communication system with local feedback,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:07:12.234280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7c30836a-ad85-4b09-b5e6-5879b1518ee7 · outbound

This paper cites Neural discrete representation learning,.

TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding Neural discrete representation learning,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:07:12.216546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 380fcc6d-1f50-4377-939d-4afb30973125 · outbound

This paper cites LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency.

TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding LaMI-GO: Latent Mixture Integration for Goal-Oriented Communications Achieving High Spectrum Efficiency

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-15T21:07:11.921964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 58264953-b595-4103-89b4-57df87c1a1fe · outbound

This paper cites Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications.

TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T21:07:11.646876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10668184-114f-4e0f-a576-5645bcf72a70 · outbound

This paper cites Token-Domain Multiple Access: Exploiting Semantic Orthogonality for Collision Mitigation.

TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding Token-Domain Multiple Access: Exploiting Semantic Orthogonality for Collision Mitigation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T21:07:11.652386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d3f3c27-ea85-4f4f-85be-9e68781f6220 · outbound

This paper cites A multi-task semantic commu- nication system for natural language processing,.

TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding A multi-task semantic commu- nication system for natural language processing,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:07:12.196026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1a6c582c-ca64-4598-89e6-e2b686eec973 · outbound

This paper cites Grad-cam: Visual explanations from deep networks via gradient-based localization,.

TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding Grad-cam: Visual explanations from deep networks via gradient-based localization,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:07:12.178645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c4a441e5-fdfd-4838-a8d6-92aa198d84b8 · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric,.

TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding The unreasonable effectiveness of deep features as a perceptual metric,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:07:12.161831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9d3db400-838a-4874-9537-46b1c4065adb · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilibrium,.

TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding Gans trained by a two time-scale update rule converge to a local nash equilibrium,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:07:12.144301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dde2e425-09c3-490e-a705-8929280a1b5d · outbound

This paper cites A Novel Sampling Scheme for Text- and Image-Conditional Image Synthesis in Quantized Latent Spaces.

TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding A Novel Sampling Scheme for Text- and Image-Conditional Image Synthesis in Quantized Latent Spaces

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T21:07:11.678201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 362d38a2-4db7-4356-bc39-734f6cf9a6ab · outbound

This paper cites The cityscapes dataset for semantic urban scene understanding,.

TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding The cityscapes dataset for semantic urban scene understanding,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:07:12.125552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cc61dd70-c4ab-40d2-bb87-9a03bd8bda8e · outbound

This paper cites From image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions,.

TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding From image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T21:07:11.688468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bb2beed-3059-41f4-ae05-5b28546a5aa5 · outbound

This paper cites An analysis of single-layer networks in unsupervised feature learning,.

TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding An analysis of single-layer networks in unsupervised feature learning,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:07:12.080793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 592dbff3-fbce-4d0b-bfa0-a58d1fff20cc · outbound

This paper cites Semantic image synthesis with spatially-adaptive normalization,.

TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding Semantic image synthesis with spatially-adaptive normalization,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:07:12.063169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4e51a4eb-5a0d-4d7e-b0c9-52edd6b47701 · outbound

This paper cites Learning to predict layout- to-image conditional convolutions for semantic image synthesis,.

TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding Learning to predict layout- to-image conditional convolutions for semantic image synthesis,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:07:12.043848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 277690b5-b2ed-41f5-bbae-fae9d02097d5 · outbound

This paper cites Semantically multi-modal image synthesis,.

TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding Semantically multi-modal image synthesis,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T21:07:11.708979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f980839-a493-43d3-b2df-d098c8ec82dc · outbound

This paper cites You Only Need Adversarial Supervision for Semantic Image Synthesis.

TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding You Only Need Adversarial Supervision for Semantic Image Synthesis

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T21:07:11.713721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 265e0f0d-2e07-4d8a-b6a8-2c7ae3726ba2 · outbound

This paper cites Semantic image synthesis via diffusion models,.

TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding Semantic image synthesis via diffusion models,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T21:07:11.719136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.