{"as_of":"2026-08-19T18:51:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:65736fbb43c91c79a35b48cd8650da14a7ced58a42571992924426f6fe9b6995","coverage":[{"denominator":33,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":33,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T04:40:38.978985Z","state":"measured"},{"denominator":33,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":33,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-19T06:32:44.657259+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2506.10166/citation-record","integrity":"/paper/2506.10166/integrity","json":"/paper/2506.10166/citation-record.json","paper":"/paper/2506.10166"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:36.471596Z","title":"A class of multiple-error-correcting codes and the decoding scheme,","venue":null,"work_id":null,"year":1954},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:36.471596Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:76145b4103bcb5be2d9beb1b59f14593dd403121b4bc36591d6d33a547248a26","observation_id":"52f0ad95-bdaf-40e9-a7de-3c0246800204","resolution":{"observed_at":"2026-08-07T04:40:36.471596Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:43.447217Z","title":"Application of Boolean algebra to switching circuit design and to error detection,","venue":null,"work_id":"cab8b4bd-ec1c-46cf-8977-694b69a6812a","year":1954},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:36.535161Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:08b8a68da2b14eb5085734d9809c1e035fba9e0f8195c51cfa22f5caca304c17","observation_id":"65deaf95-51b2-45cc-bafb-f2d5bd8201b5","resolution":{"observed_at":"2026-08-07T04:40:43.495659Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:36.594028Z","title":"Near Shannon limit error-correcting coding and decoding: Turbo-codes,","venue":null,"work_id":null,"year":1993},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:36.594028Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:ee012e1a973e6369503e5233aaa5b493f66a23d7caaa86b1a6a54a3c171a029f","observation_id":"19cae0ac-b72a-4497-a815-793c2c91cf11","resolution":{"observed_at":"2026-08-07T04:40:36.594028Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:36.650741Z","title":"Gallager, Low Density Parity Check Codes","venue":null,"work_id":null,"year":1963},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:36.650741Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:95c0586743a9ce5bf1b44305da38fc3ae67fabd19a6173079931d0c5dbf0f8e7","observation_id":"ee1aac90-cacf-4917-bfb8-017d5d5495d4","resolution":{"observed_at":"2026-08-07T04:40:36.650741Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:36.707901Z","title":"Channel polarization: A method for constructing capacity- achieving codes,","venue":null,"work_id":null,"year":2008},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:36.707901Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:7a6b7438d63c44081bb681918d88f26021c9bf4945db4b17b6e7b15abc179f8b","observation_id":"236763c2-44f4-4f88-ab67-07c25f0d2e10","resolution":{"observed_at":"2026-08-07T04:40:36.707901Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:43.257386Z","title":"Multiplexing and channel coding. Technical Specification 38.212, 3rd Generation Partnership Project (3GPP), 2018. Release 15","venue":null,"work_id":"9288e9d0-1325-40e1-8fba-a1ee9938c884","year":2018},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:36.761515Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:4fc33c8330e5253856627b1e3291f8aa6f3193d082d24c0a5e63c97d754263aa","observation_id":"3e88540f-6496-440c-aa8a-e31752767c7b","resolution":{"observed_at":"2026-08-07T04:40:43.344659Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:43.103157Z","title":"Design of polar codes in 5G new radio,","venue":null,"work_id":"dfa9b04b-2b41-495a-b9c5-ac71221ef9b6","year":2020},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:36.846682Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:10cd136f1f889f848ab5e8f5fcc80266d237f7d43da72a3f05619a80e9213f8b","observation_id":"21b9cce3-a65b-4325-b849-7a6c9eb9ac11","resolution":{"observed_at":"2026-08-07T04:40:43.169713Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:42.952849Z","title":"Channel coding in 5G New Radio: A tutorial overview and performance comparison with 4G LTE,","venue":null,"work_id":"b446c7b7-b6f2-4b18-8441-9f70d45b127d","year":2018},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:36.914792Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:7016183c4585dc25fa2d38c3b09486f143532b2d85b86b80277630e9c1fe8079","observation_id":"b18ee0b2-a4c3-4af2-9314-23dd1fe22b87","resolution":{"observed_at":"2026-08-07T04:40:43.011874Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:42.765867Z","title":"CRC-aided decoding of polar codes,","venue":null,"work_id":"8caf7830-291a-40b0-af83-71740078751a","year":2012},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:36.982700Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:ce2a89864248aa16d3b24e63470c66baccf99221d45086fa7117a113aba5e57d","observation_id":"8838a1ec-8729-439e-964f-1594302d7752","resolution":{"observed_at":"2026-08-07T04:40:42.855470Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:42.591710Z","title":"Parity-check-concatenated polar codes,","venue":null,"work_id":"8dac98f6-691c-4320-8877-82b7aaed5919","year":2016},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:37.048153Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:f0fd848c881ef3acd2f0c4d2fc337a923a76e3ed0599601742d92bb1ee3dae8c","observation_id":"f3fcc9cb-f3d3-48a0-bc1f-48eaab5dac20","resolution":{"observed_at":"2026-08-07T04:40:42.680032Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:42.410309Z","title":"Polar codes with dynamic frozen symbols and their decoding by directed search,","venue":null,"work_id":"4e01ab31-32d1-43cd-8723-7e05fd60b8e0","year":2013},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:37.102083Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:bc4658415dcef83809c3e89b60e266ae547aa65c95276dbefd41edea48f237c2","observation_id":"6bb774c6-a888-4208-ae0c-8668d00c7d88","resolution":{"observed_at":"2026-08-07T04:40:42.491495Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:42.224750Z","title":"Polar subcodes,","venue":null,"work_id":"bd1be836-fac0-4a66-bf86-694a1c7364ca","year":2015},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:37.177984Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:a00f6670a08a31bccc5b72447c812cd57cdd792ae65eedb8a5cbd9e418fa7984","observation_id":"5c470699-648e-438c-ba5a-1e523e971b0d","resolution":{"observed_at":"2026-08-07T04:40:42.335939Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:42.060311Z","title":"Parity-check polar coding for 5G and beyond,","venue":null,"work_id":"dc9432fb-6064-499f-9785-a45364cf2761","year":2018},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:37.245978Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:d83ccfb9c2b16812bb4a181beee838d341b3258e6b9c7dbd42dd84ba7de29f3d","observation_id":"9398b41f-2824-4a7d-9dd1-6ee95fc8bc4f","resolution":{"observed_at":"2026-08-07T04:40:42.149335Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1908.09594","last_updated":"2019-09-09T16:15:56Z","snapshot_observed_at":"2026-08-19T09:37:40.619438Z","submitted_at":"2019-08-26T11:05:47Z","title":"From sequential decoding to channel polarization and back again","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1908.09594","snapshot_observed_at":"2026-08-07T04:40:37.303018Z","title":"From sequential decoding to channel polarization and back again,","venue":null,"work_id":null,"year":1908},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:37.303018Z"},"links":{"cited_paper":"/paper/1908.09594","citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:a11d35cfc630036eab42033c3b73ede0d6ec60024334eb074b8f470e73bf55fa","observation_id":"ddf81eae-61ce-43ea-8604-649ddf14c389","resolution":{"observed_at":"2026-08-07T04:40:37.303018Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:41.879306Z","title":"List decoding of polar codes,","venue":null,"work_id":"e93b5cf5-8faa-4153-91a1-4ff9908c380b","year":2015},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:37.393758Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:9048dd644dcb9c97446f69a017388d04c18e383df65a91570060f10734aab3e3","observation_id":"90345d55-c732-4f98-9afb-bb3e2ce4ffd8","resolution":{"observed_at":"2026-08-07T04:40:41.967991Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:41.745046Z","title":"Polar codes: Characteri- zation of exponent, bounds, and constructions,","venue":null,"work_id":"168a62ca-f957-462a-8707-6ea12b4fad27","year":2010},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:37.477772Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:62e9f3603d9c4df073d884f214025889a97a01d5c8b1eed96a0788a84fb0f258","observation_id":"dcbd1d21-735b-4236-81e6-94b679932bb3","resolution":{"observed_at":"2026-08-07T04:40:41.808163Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:41.581470Z","title":"Tinyturbo: Efficient turbo decoders on edge,","venue":null,"work_id":"f12d6e71-59f5-45a9-8fa7-090c725bd82a","year":2022},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:37.577176Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:d68369687af3ff8635469b8c84c71c6eec7a623b134919d4533f3b5c19bab69b","observation_id":"f9a4a42a-9091-4b2d-816d-7fdb48a26ec2","resolution":{"observed_at":"2026-08-07T04:40:41.673626Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:41.253346Z","title":"Multi-label and concatenated neural block decoders,","venue":null,"work_id":"c6ddf3b5-c483-46a0-8505-d8fe621597b0","year":2020},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:37.652102Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:dded8c51ddd563f67534810ea908dac4c9e7735e6f104fc9ff289e9fb5914510","observation_id":"6f5463ac-d82f-4706-b65f-fb57d294df1c","resolution":{"observed_at":"2026-08-07T04:40:41.417899Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:40.923676Z","title":"Learning to decode linear codes using deep learning,","venue":null,"work_id":"5ed60810-2328-4747-a7b0-a3273ca4d643","year":2016},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:37.769420Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:e90b28bc6ca7f766517804b8648a5176220cc623d032694ec70bc74a6ec80d63","observation_id":"2a98c7bc-c3f7-468f-9882-c530c1e9e612","resolution":{"observed_at":"2026-08-07T04:40:41.097076Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:40.697592Z","title":"Deep learning based communication over the air,","venue":null,"work_id":"7cd4c0fa-5487-4de2-84d2-ab977564c2f8","year":2017},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:37.857306Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:2462f822b2f5260b893c334cc81a07031a7a8d7eebdf184589b5d975de514973","observation_id":"a0f3cad2-79e7-496e-8aa6-2bdcafefdf4b","resolution":{"observed_at":"2026-08-07T04:40:40.806537Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:40.537429Z","title":"Hyper-graph-network decoders for block codes,","venue":null,"work_id":"f2825ae5-17f9-40b4-950a-4b76c4d86812","year":2019},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:37.944364Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:cc15db0ae6d9d5c35825dc498cdf90c96fc683ec326b4ac183f77734d5baed46","observation_id":"69f7e0c0-64a9-4e6c-b4e3-6ae44588077e","resolution":{"observed_at":"2026-08-07T04:40:40.603682Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:40.375642Z","title":"Turbo autoencoder: Deep learning based channel codes for point-to-point communication channels,","venue":null,"work_id":"a33a6bcb-f056-4959-b223-738ef2cc47d2","year":2019},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:37.972073Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:296febdb14719b33e29cd8e4a904fe3d8e214738e024547b4e4fae0972fc48ee","observation_id":"f9acac45-3ad5-4dc2-8b8f-0d31a3f77bec","resolution":{"observed_at":"2026-08-07T04:40:40.432942Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:37.976923Z","title":"KO codes: inventing nonlinear encoding and decoding for reliable wireless communication via deep-learning,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:37.976923Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:114965e97fb5e39fb32701393bdc23b4a46940d222c16bed7dc9213758689415","observation_id":"8d7f02e3-9f73-4b07-9e8b-dc5de5044b9b","resolution":{"observed_at":"2026-08-07T04:40:37.976923Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:38.070753Z","title":"ProductAE: Towards training larger channel codes based on neural product codes,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:38.070753Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:30952c86a0567887e7430d936bcfd273ae6ceef707a25bb310ecfa12d3a0757a","observation_id":"db595918-b893-4ffc-8898-182b530e0202","resolution":{"observed_at":"2026-08-07T04:40:38.070753Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:38.154776Z","title":"Dense KO codes: Faster convergence and reduced complexity through dense connectivity,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:38.154776Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:86c514888d4a75d3efe5f03ce525f4e4d8bd72ae958aaf49237123b7224f4d89","observation_id":"e992136d-e45f-4045-b6e5-7f0b3a7f293b","resolution":{"observed_at":"2026-08-07T04:40:38.154776Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:40.134451Z","title":"Combin- ing belief propagation and successive cancellation list decoding of polar codes on a GPU platform,","venue":null,"work_id":"02e211f6-5dd8-40d3-a06b-1cd94eda6dc1","year":2017},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:38.279580Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:fb340ff0b0213451e513016d5346bbbdf35069a126df9b9b9a69164f49a1c429","observation_id":"a438623e-9f0f-4fb2-99ff-69e58597188e","resolution":{"observed_at":"2026-08-07T04:40:40.231930Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:39.955499Z","title":"CRISP: Curriculum based sequential neural decoders for polar code family,","venue":null,"work_id":"ac53b9a8-cf38-43b4-a1dd-0adef9d42b8f","year":2023},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:38.368952Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:fc31e08f2f4ad63b4c10e27154699bb4969c3910dd104c3a4b2653840c9aff23","observation_id":"34ae3f55-06fc-4ff3-ac1e-1796c7b32611","resolution":{"observed_at":"2026-08-07T04:40:40.058927Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:39.771166Z","title":"Construction of polar codes with reinforcement learning,","venue":null,"work_id":"0f883d7f-ded6-409b-aa23-5c0da68545b8","year":2021},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:38.509172Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:068b8fa5a514b08a5604caf8ccf95c59dc53db03404d982cac5d09c14b8ca31e","observation_id":"fd5f8093-3945-498f-8e8d-9a4745fff400","resolution":{"observed_at":"2026-08-07T04:40:39.869514Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2401.17188","last_updated":"2024-01-30T17:17:43Z","snapshot_observed_at":"2026-08-16T14:23:09.749804Z","submitted_at":"2024-01-30T17:17:43Z","title":"Nested Construction of Polar Codes via Transformers","version":1},"cited_work":{"arxiv_id":"2401.17188","doi":null,"metadata_source":"pith","pith_arxiv_id":"2401.17188","snapshot_observed_at":"2026-08-07T04:40:39.148041Z","title":"Nested Construction of Polar Codes via Transformers","venue":"cs.IT","work_id":"c841fe9a-c31d-47f3-ae17-72b36dc788dc","year":2024},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:38.594624Z"},"links":{"cited_paper":"/paper/2401.17188","citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:77dd872a9a2c70a5623d52c88cbfde271206eec14a4f12fe2236dbedc988de6f","observation_id":"5beb56dc-00dd-48f3-9b63-f1a10d437e4e","resolution":{"observed_at":"2026-08-07T04:40:39.210175Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.08864","last_updated":"2024-06-05T02:05:13Z","snapshot_observed_at":"2026-08-16T14:18:48.233675Z","submitted_at":"2024-02-14T00:18:10Z","title":"DeepPolar: Inventing Nonlinear Large-Kernel Polar Codes via Deep Learning","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.08864","snapshot_observed_at":"2026-08-07T04:40:38.719271Z","title":"DeepPolar: Inventing nonlinear large-kernel polar codes via deep learning,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:38.719271Z"},"links":{"cited_paper":"/paper/2402.08864","citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:465412c608ec5da4e1d23c37d17d88bdef6a41c11ebd14cf4a1f4a13ccd96f6d","observation_id":"4c587e24-8096-4386-bfa2-bb10df09cda5","resolution":{"observed_at":"2026-08-07T04:40:38.719271Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:38.790568Z","title":"Attention is all you need,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:38.790568Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:0f6db5193df3e468e7f137a06d460ad2809646ceaf8f2ce49119ae0230748d7f","observation_id":"377d783f-cee3-4a8a-b7d6-315ff6cd9029","resolution":{"observed_at":"2026-08-07T04:40:38.790568Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:39.581476Z","title":"SGDR: Stochastic gradient descent with warm restarts,","venue":null,"work_id":"206d44c9-62d6-4e1e-a2c5-b23978e6db31","year":2017},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:38.878653Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:929465db1ea12893baae8678558834bb00732bf71c34a516e7f18debbcaab780","observation_id":"4f0e1fa1-77e2-4aba-ab59-aac0ea71e7e3","resolution":{"observed_at":"2026-08-07T04:40:39.666444Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T04:40:39.314017Z","title":"Adam: A method for stochastic optimization,","venue":null,"work_id":"5e6fa95f-5b46-4b0e-a7e2-d584a00535e2","year":2015},"citing_paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-07T04:40:38.978985Z"},"links":{"citing_paper":"/paper/2506.10166"},"observation_digest":"sha256:fbe497443f8f54147fa6831aaddb8938b23da3dce6355cadad74ecb76de5225c","observation_id":"1334be6b-fd90-40df-a9b7-e07b1aefa20a","resolution":{"observed_at":"2026-08-07T04:40:39.414166Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2506.10166","last_updated":"2025-06-11T20:35:19Z","latest_version":1,"primary_category":"cs.IT","snapshot_observed_at":"2026-08-13T23:21:14.871349Z","submitted_at":"2025-06-11T20:35:19Z","title":"DeepPolar+: Breaking the BER-BLER Trade-off with Self-Attention and SMART (SNR-MAtched Redundancy Technique) decoding"},"reference_resolution":{"displayed":33,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":10,"verified_exact":1,"verified_fuzzy":22},"total_outbound_references":33},"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":"2026-08-19T06:32:44.657259+00:00","source":"crossref"},{"observed_at":"2026-08-19T06:32:39.956319+00:00","source":"retraction_watch"}],"thesis":"As of 19 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2506.10166."}