{"as_of":"2026-08-18T22:11:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:5086c9696249eec71555b51a4631f3d7e7f888160c2b10287c5d355e09e5acd1","coverage":[{"denominator":34,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":34,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-15T20:24:32.744368Z","state":"measured"},{"denominator":34,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":34,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-18T06:34:40.430872+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/2505.13034/citation-record","integrity":"/paper/2505.13034/integrity","json":"/paper/2505.13034/citation-record.json","paper":"/paper/2505.13034"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2008.09470","last_updated":"2020-08-19T20:58:27Z","snapshot_observed_at":"2026-08-13T16:56:27.065521Z","submitted_at":"2020-08-19T20:58:27Z","title":"Top2Vec: Distributed Representations of Topics","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2008.09470","snapshot_observed_at":"2026-08-15T20:24:32.573891Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.573891Z"},"links":{"cited_paper":"/paper/2008.09470","citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:dfe65648af7ee49b628ac6a1c47e917a31d6378d6b11b2e578ce0f51ced9fe9d","observation_id":"f9b2c648-11f8-4362-a6e2-adeb8c47815b","resolution":{"observed_at":"2026-08-15T20:24:32.573891Z","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":"2026-08-15T20:24:32.579171Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.579171Z"},"links":{"citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:3d5ec2f46649961f889d4fa3309b6aae835a6a1d1e68b41cf1b56b283ceea569","observation_id":"926c591c-ba5b-489c-bfa6-84b9080cfc5e","resolution":{"observed_at":"2026-08-15T20:24:32.579171Z","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":"2026-08-15T20:24:33.770978Z","title":null,"venue":null,"work_id":"951e2d5f-2232-4174-a80c-5a4b39e7d13a","year":2024},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.583540Z"},"links":{"citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:1b98c99147806d35fed5dea76f7c0f980e9af5bd1a17c49eeadb535be17c34a4","observation_id":"eb956121-bbf1-4b19-bc3e-2c603d075970","resolution":{"observed_at":"2026-08-15T20:24:33.777009Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1177/14614456241293075","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:24:33.002894Z","title":null,"venue":null,"work_id":"f477da23-d6cc-46ca-9d1c-2581870dba68","year":2024},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.592077Z"},"links":{"citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:768b02a71fa395bb2c954bbfa3851419970670dd3d0fa97637b420740a3e0d13","observation_id":"214be842-1b21-450a-a6a6-eb806af84e98","resolution":{"observed_at":"2026-08-15T20:24:33.007464Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T20:24:32.596398Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.596398Z"},"links":{"citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:6eb9348ba52919cf6d5ed54e17689f93b57aeba2188370b80bf33a22f044292f","observation_id":"f53d7a6b-653b-4f88-b71b-f6816abfc2a7","resolution":{"observed_at":"2026-08-15T20:24:32.596398Z","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":"2026-08-15T20:24:32.603068Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.603068Z"},"links":{"citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:b8c1d753dd482a9247246ae5f5cc985485b6d0823c8a921356241f1e1676a502","observation_id":"847cd49f-2818-4e9c-93bc-48f411d38c16","resolution":{"observed_at":"2026-08-15T20:24:32.603068Z","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":"2026-08-15T20:24:32.607852Z","title":null,"venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.607852Z"},"links":{"citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:8b8ac9564b400e1e097fd1ca68ebb04bfac4e2694cb6bd476b31125703669ef6","observation_id":"c39e19b1-12f2-4aad-831f-295a22dd77e9","resolution":{"observed_at":"2026-08-15T20:24:32.607852Z","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":"2026-08-15T20:24:32.611921Z","title":"Blei, Andrew Y","venue":null,"work_id":null,"year":2003},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.611921Z"},"links":{"citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:1d4fdda27c668a9257a603710d63ee25ff8edd32583038cd68b4e0912cee622c","observation_id":"ed515c6e-8568-4558-91d1-8cb25f7288f0","resolution":{"observed_at":"2026-08-15T20:24:32.611921Z","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":"2026-08-15T20:24:32.616400Z","title":"Manning, and Jeffrey Heer","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.616400Z"},"links":{"citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:4ed6360c7a8d47b1ce852366b5913a0e80a4d02a4d8e364ad09fd65d324cef10","observation_id":"ccdeebc6-0e3c-4968-83ca-34bba44fa82a","resolution":{"observed_at":"2026-08-15T20:24:32.616400Z","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":"2026-08-15T20:24:32.620734Z","title":null,"venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.620734Z"},"links":{"citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:5c97104c1842ca9bc45860e7c7088f34d1c21dcac5f4aaf40877b21d9df67723","observation_id":"fb2a03b0-b0a4-47fd-9074-3670da730d6b","resolution":{"observed_at":"2026-08-15T20:24:32.620734Z","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":"10.1093/llc/fqac075","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:24:32.960475Z","title":null,"venue":null,"work_id":"95fafb5a-8ed7-40b2-80be-426a7dbb6cb0","year":2022},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.625645Z"},"links":{"citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:3a0935c8a29bb67b5f73b1653f05adee3620aa138582bcf864752c07f9613673","observation_id":"4cd7f57b-d7c2-40bc-9584-7ce36c9bdc7b","resolution":{"observed_at":"2026-08-15T20:24:32.965774Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1109/tpami.2013.226","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:24:32.944025Z","title":null,"venue":null,"work_id":"f6164003-c0e3-4d38-8b3b-308b2319ae28","year":2014},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.630476Z"},"links":{"citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:3cbe50904fb44d5a1363bc452672863d3c359a008b680609d8a58cd9a71d2ae9","observation_id":"a6d7eb45-8ca3-43c3-a88d-c522edf8b474","resolution":{"observed_at":"2026-08-15T20:24:32.950090Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2203.05794","last_updated":"2022-03-11T08:35:15Z","snapshot_observed_at":"2026-07-06T12:46:41.057346Z","submitted_at":"2022-03-11T08:35:15Z","title":"BERTopic: Neural topic modeling with a class-based TF-IDF procedure","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2203.05794","snapshot_observed_at":"2026-08-15T20:24:32.635888Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.635888Z"},"links":{"cited_paper":"/paper/2203.05794","citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:7b907c81d76db5137efe5faf3a0be2935c6de856414b704f5961dfc505c59949","observation_id":"d52d93ed-3285-4db8-8e03-d53f44ebacc3","resolution":{"observed_at":"2026-08-15T20:24:32.635888Z","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":"2026-08-15T20:24:32.641205Z","title":null,"venue":null,"work_id":null,"year":1999},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.641205Z"},"links":{"citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:658264cdfacc2c78c1505795432f31056c675b0d6a499b11abb421504d79143d","observation_id":"65d5406e-ce27-41f2-8c65-bdbc5b84430f","resolution":{"observed_at":"2026-08-15T20:24:32.641205Z","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":"2026-08-15T20:24:33.738717Z","title":null,"venue":null,"work_id":"fc04b736-3791-498c-8869-8ff1c86af0f1","year":2022},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.645688Z"},"links":{"citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:1694169943a876675e25015b049aff35a619ef0dcf1221d3e465bb0077c43ad0","observation_id":"eb93fdfa-58d3-4927-965e-eae7e46d7740","resolution":{"observed_at":"2026-08-15T20:24:33.743299Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T20:24:33.724516Z","title":null,"venue":null,"work_id":"1c5e9245-b58f-49ac-859a-2eccb829603b","year":2024},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.649783Z"},"links":{"citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:6825ca02e8e87c61321022ea96cf5ab1c30b518dc36fc2237f1d524ea0a14bb3","observation_id":"df7b833f-47ba-4f89-bdca-3fc56126300a","resolution":{"observed_at":"2026-08-15T20:24:33.728982Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2406.09556","last_updated":"2025-05-19T11:30:33Z","snapshot_observed_at":"2026-08-16T13:43:11.162654Z","submitted_at":"2024-06-13T19:43:38Z","title":"$S^3$ -- Semantic Signal Separation","version":3},"cited_work":{"arxiv_id":"2406.09556","doi":"10.48550/arxiv.2406.09556","metadata_source":"pith","pith_arxiv_id":"2406.09556","snapshot_observed_at":"2026-08-16T12:16:17.039197Z","title":"$S^3$ -- Semantic Signal Separation","venue":"cs.LG","work_id":"c135cf6e-9a62-419e-adb2-cb78a52c43b5","year":2024},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.654053Z"},"links":{"cited_paper":"/paper/2406.09556","citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:2d3e1cab918ddfb29dedb3787c94248a144952c07a878c59307442dee99cd403","observation_id":"dd0c56ef-0ca1-4102-9a6f-04a48d243b93","resolution":{"observed_at":"2026-08-15T20:24:32.930365Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2017.84550","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:24:33.355037Z","title":null,"venue":null,"work_id":"48645474-307e-458b-997e-1a0158930b6c","year":2017},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.659828Z"},"links":{"citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:3a80e1eb58c36533e1ccd43bdabf94f4039c594cf34f33c0fa7940153f1ee136","observation_id":"fad55a03-7ba1-4d80-ba51-543dae28eb90","resolution":{"observed_at":"2026-08-15T20:24:33.362260Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.12791","last_updated":"2024-10-16T17:59:52Z","snapshot_observed_at":"2026-08-16T13:08:42.499236Z","submitted_at":"2024-10-16T17:59:52Z","title":"Context is Key(NMF): Modelling Topical Information Dynamics in Chinese Diaspora Media","version":1},"cited_work":{"arxiv_id":"2410.12791","doi":"10.48550/arxiv.2410.12791","metadata_source":"pith","pith_arxiv_id":"2410.12791","snapshot_observed_at":"2026-08-16T12:16:17.039197Z","title":"Context is Key(NMF): Modelling Topical Information Dynamics in Chinese Diaspora Media","venue":"cs.CL","work_id":"726997a1-4c33-4612-86d2-972bfaab6b59","year":2024},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.664112Z"},"links":{"cited_paper":"/paper/2410.12791","citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:adc5c692b4d6b9f0b57d8a52bbdb24f5f7d2a77751b13343718d3b16903ced2f","observation_id":"e03c36f1-7c66-4e16-b82f-a1855b416651","resolution":{"observed_at":"2026-08-15T20:24:32.909108Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T20:24:32.669069Z","title":null,"venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.669069Z"},"links":{"citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:a517183f53a83e77ad92dfbfd06f11d287f50bbeb1962b3c5669eaf5d930cce6","observation_id":"41ee7d22-fc1d-4699-a8c3-f6c956200750","resolution":{"observed_at":"2026-08-15T20:24:32.669069Z","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":"10.1016/j.dcm.2018.05.001","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:24:32.876871Z","title":null,"venue":null,"work_id":"da124c4b-04c9-4d7b-b6e6-cb915160764e","year":2018},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.673313Z"},"links":{"citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:03e4b4a1d086532b8847956581bf8d6c2c548ed19b722e4d98c356894b6dca7f","observation_id":"72acfccc-8520-49a0-b4f5-02a9557d6f37","resolution":{"observed_at":"2026-08-15T20:24:32.884954Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1109/incos.2016.47","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:24:32.862539Z","title":null,"venue":null,"work_id":"52cee99b-f5ba-40dc-93da-11e166ef038a","year":2016},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.677951Z"},"links":{"citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:4964a45512d2737509b8970e9be8b5d8e211713d12e12a2ffb78bd2916b48edd","observation_id":"578ec6e0-206d-454e-bfb7-da835be034a9","resolution":{"observed_at":"2026-08-15T20:24:32.866833Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1802.03426","last_updated":"2020-09-18T01:56:41Z","snapshot_observed_at":"2026-08-02T15:32:07.466568Z","submitted_at":"2018-02-09T19:39:33Z","title":"UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1802.03426","snapshot_observed_at":"2026-08-15T20:24:32.684815Z","title":null,"venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.684815Z"},"links":{"cited_paper":"/paper/1802.03426","citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:cd186c7de6e30000d460154e482274eb9d709ad4d04039a5158b9900a9b3f822","observation_id":"79f07a71-b5e4-47ee-8f7b-02679b72539c","resolution":{"observed_at":"2026-08-15T20:24:32.684815Z","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":"10.1038/s43586-024-00302-w","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T20:24:32.841968Z","title":"Nielbo, Folgert Karsdorp, Melvin Wevers, Alie Lassche, Rebekah B","venue":null,"work_id":"36dbd877-d70a-4a0f-8964-13dd80fc18b5","year":2024},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.691248Z"},"links":{"citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:09d5821d01898e674e318f11a03fc5be5d16e2a946603b16fcd4acad3f34669e","observation_id":"9db037b9-b855-4dad-b5b3-3ffe26ad519c","resolution":{"observed_at":"2026-08-15T20:24:32.850431Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T20:24:32.699202Z","title":"Pedregosa, G","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.699202Z"},"links":{"citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:6c7523555095b95d47996858e54f9d9bb959fe8fde59b34676a6840125dde1e2","observation_id":"e5e9b26f-43a6-4561-8458-ff27a991c390","resolution":{"observed_at":"2026-08-15T20:24:32.699202Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.16802","last_updated":"2025-08-08T12:38:49Z","snapshot_observed_at":"2026-08-16T12:55:52.788796Z","submitted_at":"2025-02-24T03:25:56Z","title":"Topic Over Source: The Key to Effective Data Mixing for Language Models Pre-training","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.16802","snapshot_observed_at":"2026-08-15T20:24:32.703946Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.703946Z"},"links":{"cited_paper":"/paper/2502.16802","citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:9c58e988b4dd362eba9e17368fca069b00a98c0abce91d32a49bad6efb62f1c5","observation_id":"bb878ec9-056f-435b-960b-7e6e3f4fcc50","resolution":{"observed_at":"2026-08-15T20:24:32.703946Z","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":"2026-08-15T20:24:32.709384Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.709384Z"},"links":{"citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:abab21d3acbd2a0e558391b42f3b9d861f5dcf7241a41d16cb6985524733cb78","observation_id":"07b9ee41-7d27-4af6-9764-3dc660dce412","resolution":{"observed_at":"2026-08-15T20:24:32.709384Z","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":"2026-08-15T20:24:32.715020Z","title":null,"venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.715020Z"},"links":{"citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:06f718f3350fa8b18fee38156b12bacf13198b7b38a479b04222bfc173dd88dc","observation_id":"895caf62-fe79-4244-ac2e-efda1bfeae0f","resolution":{"observed_at":"2026-08-15T20:24:32.715020Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2405.17978","last_updated":"2024-10-26T12:36:11Z","snapshot_observed_at":"2026-08-16T13:48:42.800242Z","submitted_at":"2024-05-28T09:06:38Z","title":"FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2405.17978","snapshot_observed_at":"2026-08-15T20:24:32.721856Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.721856Z"},"links":{"cited_paper":"/paper/2405.17978","citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:187ab698c2d943026e2d06218cd6b2fb0a93462581635d9f40c75cd8bbb19bf4","observation_id":"1fc07c32-f7a0-4e40-bc70-44ab0d48d783","resolution":{"observed_at":"2026-08-15T20:24:32.721856Z","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":"2026-08-15T20:24:32.725961Z","title":null,"venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":30,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.725961Z"},"links":{"citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:7a23be00e690cba2bd856b41dfb533cbac6463b54c7191ad303240262531911d","observation_id":"77cca5ef-e808-484e-b3eb-7e431511ff3e","resolution":{"observed_at":"2026-08-15T20:24:32.725961Z","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":"2026-08-15T20:24:33.700422Z","title":null,"venue":null,"work_id":"3e4e17c6-6d0a-4d11-b7d5-b033f1afa44b","year":2009},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.729432Z"},"links":{"citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:7b2e99172d2a2083568f541a1437e6627c87bf9df43f26af02952739066ce11b","observation_id":"06b7d6ec-beb5-4609-8dd3-9ae5d4c03a3d","resolution":{"observed_at":"2026-08-15T20:24:33.704994Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T20:24:32.734830Z","title":null,"venue":null,"work_id":null,"year":2014},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.734830Z"},"links":{"citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:c76c729b8ea273e7d251d776b1eef0d39157c24ba90b9a49bb058db92b89e9fa","observation_id":"a4caa6e4-e62f-4cb0-aab8-4e2f258f7445","resolution":{"observed_at":"2026-08-15T20:24:32.734830Z","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":"2026-08-15T20:24:32.739086Z","title":"online\" 'onlinestring :=","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.739086Z"},"links":{"citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:2f27cb45fe7ed5359c9345b16b696eb09b3adee2d161f8c973fcaceff193bbf2","observation_id":"a8c8c933-0c1b-4257-bc3a-ffd529c042dd","resolution":{"observed_at":"2026-08-15T20:24:32.739086Z","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":"2026-08-15T20:24:32.744368Z","title":"write newline","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation","version":1},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-15T20:24:32.744368Z"},"links":{"citing_paper":"/paper/2505.13034"},"observation_digest":"sha256:712c5e959172f34dd3edaa3379a69f06b50b9667c4ada682e99a106cb62d4350","observation_id":"3b7ec9b8-6ab3-461d-bc3b-374403184dc2","resolution":{"observed_at":"2026-08-15T20:24:32.744368Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2505.13034","last_updated":"2025-05-19T12:19:01Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-17T23:37:06.670526Z","submitted_at":"2025-05-19T12:19:01Z","title":"topicwizard -- a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation"},"reference_resolution":{"displayed":34,"state_counts":{"malformed_identifier":0,"metadata_mismatch":1,"parse_uncertain":0,"unresolved":25,"verified_exact":8,"verified_fuzzy":0},"total_outbound_references":34},"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":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"thesis":"As of 18 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2505.13034."}