{"as_of":"2026-08-08T02:53:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:23ecc3e9838b80c8fe35a2688d1573f659a2bfbcae5a45ca57de9479355b7e70","coverage":[{"denominator":0,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":8,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":8,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+00:00","state":"measured"},{"denominator":8,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":8,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T14:49:35.393545Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-05-09T22:49:15.597659Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2502.12096","last_updated":"2026-07-03T18:33:04Z","snapshot_observed_at":"2026-08-07T18:11:30.163483Z","submitted_at":"2025-02-17T18:14:18Z","title":"Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.12096","snapshot_observed_at":"2026-08-07T14:49:35.393545Z","title":"Token communications: A unified framework for cross-modal context-aware semantic communications,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.17604","last_updated":"2025-05-23T08:15:05Z","snapshot_observed_at":"2026-08-07T14:41:51.099138Z","submitted_at":"2025-05-23T08:15:05Z","title":"Adaptive Semantic Token Communication for Transformer-based Edge Inference","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T14:49:35.393545Z"},"links":{"cited_paper":"/paper/2502.12096","citing_paper":"/paper/2505.17604"},"observation_digest":"sha256:58e0c286ee54faeeaf93136b3206c379496c4a0edd3dc427d3cc238fb6abb0c9","observation_id":"065bd3c4-b6ff-4df7-9143-bda77d512a3f","resolution":{"observed_at":"2026-08-07T14:49:35.393545Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.12096","last_updated":"2026-07-03T18:33:04Z","snapshot_observed_at":"2026-08-07T18:11:30.163483Z","submitted_at":"2025-02-17T18:14:18Z","title":"Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.12096","snapshot_observed_at":"2026-08-07T12:52:42.564827Z","title":"Token communications: A unified framework for cross-modal context-aware semantic communications,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.23275","last_updated":"2025-05-29T09:23:11Z","snapshot_observed_at":"2026-08-07T12:46:33.785042Z","submitted_at":"2025-05-29T09:23:11Z","title":"Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T12:52:42.564827Z"},"links":{"cited_paper":"/paper/2502.12096","citing_paper":"/paper/2505.23275"},"observation_digest":"sha256:0117040f5c2a1badd53b82385d46c2caf454adb1341620b6c93dd3e3d688f051","observation_id":"d9b09528-9329-4b80-9e87-fb7020e3b1ed","resolution":{"observed_at":"2026-08-07T12:52:42.564827Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.12096","last_updated":"2026-07-03T18:33:04Z","snapshot_observed_at":"2026-08-07T18:11:30.163483Z","submitted_at":"2025-02-17T18:14:18Z","title":"Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.12096","snapshot_observed_at":"2026-08-06T23:13:02.336648Z","title":"Token communications: A unified framework fo r cross-modal context-aware semantic communications,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2506.19451","last_updated":"2025-06-24T09:25:44Z","snapshot_observed_at":"2026-08-06T23:04:22.368541Z","submitted_at":"2025-06-24T09:25:44Z","title":"Low-Complexity Semantic Packet Aggregation for Token Communication via Lookahead Search","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T23:13:02.336648Z"},"links":{"cited_paper":"/paper/2502.12096","citing_paper":"/paper/2506.19451"},"observation_digest":"sha256:45a55ba0eab7ae3178b3d592aa791c879dec55aff47496fa876117c5b99449a2","observation_id":"d99b0969-41c1-43bc-abed-e10692143622","resolution":{"observed_at":"2026-08-06T23:13:02.336648Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.12096","last_updated":"2026-07-03T18:33:04Z","snapshot_observed_at":"2026-08-07T18:11:30.163483Z","submitted_at":"2025-02-17T18:14:18Z","title":"Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.12096","snapshot_observed_at":"2026-08-06T21:45:46.454001Z","title":"Token Communications: A Unified Framework for Cross- modal Context-aware Semantic Communications,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.00082","last_updated":"2025-06-30T02:56:11Z","snapshot_observed_at":"2026-08-06T21:38:50.137958Z","submitted_at":"2025-06-30T02:56:11Z","title":"Federated Learning-Enabled Hybrid Language Models for Communication-Efficient Token Transmission","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T21:45:46.454001Z"},"links":{"cited_paper":"/paper/2502.12096","citing_paper":"/paper/2507.00082"},"observation_digest":"sha256:d8a8035c467af96c898db586116331c15587ee2554fb0e6a10f8e922a4a308fe","observation_id":"a275d5bf-fd63-44f0-8cfd-76bbae4caefb","resolution":{"observed_at":"2026-08-06T21:45:46.454001Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.12096","last_updated":"2026-07-03T18:33:04Z","snapshot_observed_at":"2026-08-07T18:11:30.163483Z","submitted_at":"2025-02-17T18:14:18Z","title":"Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.12096","snapshot_observed_at":"2026-08-06T19:22:33.139287Z","title":"Token communica- tions: A large model-driven framework for cross-modal cont ext-aware semantic communications,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.05781","last_updated":"2025-07-08T08:38:21Z","snapshot_observed_at":"2026-08-07T16:20:22.907435Z","submitted_at":"2025-07-08T08:38:21Z","title":"Text-Guided Token Communication for Wireless Image Transmission","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T19:22:33.139287Z"},"links":{"cited_paper":"/paper/2502.12096","citing_paper":"/paper/2507.05781"},"observation_digest":"sha256:d59248e2dc3d51c056982cfeab2591c6bd1763572a3003e5032c0256519f918a","observation_id":"fcf1e24e-d772-4e31-b444-ef90ea4b44e3","resolution":{"observed_at":"2026-08-06T19:22:33.139287Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.12096","last_updated":"2026-07-03T18:33:04Z","snapshot_observed_at":"2026-08-07T18:11:30.163483Z","submitted_at":"2025-02-17T18:14:18Z","title":"Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.12096","snapshot_observed_at":"2026-08-06T10:23:04.152843Z","title":"Token communications: a unified framework for cross-modal context-aware semantic communications,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2508.00172","last_updated":"2025-07-31T21:36:45Z","snapshot_observed_at":"2026-08-06T10:23:03.699824Z","submitted_at":"2025-07-31T21:36:45Z","title":"DiSC-Med: Diffusion-based Semantic Communications for Robust Medical Image Transmission","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T10:23:04.152843Z"},"links":{"cited_paper":"/paper/2502.12096","citing_paper":"/paper/2508.00172"},"observation_digest":"sha256:9172dae9dbab27e37fc6de0f9a98f311a6507ceed768345f8184712d53dc3b53","observation_id":"68f077d7-a933-4331-95cc-edb4ff34ca78","resolution":{"observed_at":"2026-08-06T10:23:04.152843Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.12096","last_updated":"2026-07-03T18:33:04Z","snapshot_observed_at":"2026-08-07T18:11:30.163483Z","submitted_at":"2025-02-17T18:14:18Z","title":"Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.12096","snapshot_observed_at":"2026-08-04T18:26:55.054983Z","title":"Token communications: A unified framework for cross-modal context-aware semantic communications,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2509.09955","last_updated":"2025-09-12T04:11:59Z","snapshot_observed_at":"2026-08-04T18:26:54.376444Z","submitted_at":"2025-09-12T04:11:59Z","title":"Adaptive Token Merging for Efficient Transformer Semantic Communication at the Edge","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-04T18:26:55.054983Z"},"links":{"cited_paper":"/paper/2502.12096","citing_paper":"/paper/2509.09955"},"observation_digest":"sha256:4c019d260fdb0b6a5e59a5fc7816ed2c769276f516d1acc98010a42d13d9d5d5","observation_id":"391a34c2-e181-472f-940d-47eaa1514809","resolution":{"observed_at":"2026-08-04T18:26:55.054983Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.12096","last_updated":"2026-07-03T18:33:04Z","snapshot_observed_at":"2026-08-07T18:11:30.163483Z","submitted_at":"2025-02-17T18:14:18Z","title":"Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications","version":5},"cited_work":{"arxiv_id":"2502.12096","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2502.12096","snapshot_observed_at":"2026-07-07T02:17:05.799470Z","title":null,"venue":null,"work_id":"4ff06dec-cd26-4b6e-9c27-54d982afa4fe","year":2025},"citing_paper":{"arxiv_id":"2604.20940","last_updated":"2026-04-22T14:29:18Z","snapshot_observed_at":"2026-07-06T23:07:36.996629Z","submitted_at":"2026-04-22T14:29:18Z","title":"Sema: Semantic Transport for Real-Time Multimodal Agents","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-05-09T22:20:55.282442Z"},"links":{"cited_paper":"/paper/2502.12096","citing_paper":"/paper/2604.20940"},"observation_digest":"sha256:05c855fd3a2c7a3a79f9df25732c2079207dc97dd65ebfcf12448d8bf88368da","observation_id":"0b9ae02d-1d28-4c03-8a55-18e53bf7539c","resolution":{"observed_at":"2026-07-07T02:17:05.799470Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2502.12096/citation-record","integrity":"/paper/2502.12096/integrity","json":"/paper/2502.12096/citation-record.json","paper":"/paper/2502.12096"},"outbound":[],"paper":{"arxiv_id":"2502.12096","last_updated":"2026-07-03T18:33:04Z","latest_version":5,"primary_category":"cs.MM","snapshot_observed_at":"2026-08-07T18:11:30.163483Z","submitted_at":"2025-02-17T18:14:18Z","title":"Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications"},"reference_resolution":{"displayed":0,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":0},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"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."}