{"as_of":"2026-08-19T02:24:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:d555dc9562bd9108be3e4d45e3c54d1b08784e3fe81440bc0168d4ac57e16990","coverage":[{"denominator":48,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":48,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T15:33:00.604878Z","state":"measured"},{"denominator":48,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":48,"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/2507.16854/citation-record","integrity":"/paper/2507.16854/integrity","json":"/paper/2507.16854/citation-record.json","paper":"/paper/2507.16854"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/j.neucom.2021.05.040","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"X., Hu, Q","venue":"Neurocomputing","work_id":"0030c073-5e5a-4c66-8b2c-ac289989c931","year":2021},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.306167Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:7d5c656352da25f6a37b83b28f170979101d976b0eb75a11f95a9b0215fe51dc","observation_id":"430cc7e8-446d-4d15-8c52-0280a64684db","resolution":{"observed_at":"2026-08-06T15:33:01.052442Z","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":"2026-08-06T15:33:00.313156Z","title":"H., Prasad, P","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.313156Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:73e07333197db2b7a87619dc1a2d3c9a462d1694afdb0530719249e523990cb6","observation_id":"891abdf9-2f48-4933-866c-7e6095d361a2","resolution":{"observed_at":"2026-08-06T15:33:00.313156Z","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":"2026-08-06T15:33:00.319292Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.319292Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:3345960b08f1067f5cb04135b2688e6bc7e82bf42d3f505836308751c009f729","observation_id":"ca56e509-0ef4-4946-8167-4e0b8a8704ef","resolution":{"observed_at":"2026-08-06T15:33:00.319292Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2204.07955","last_updated":"2022-04-21T12:46:38Z","snapshot_observed_at":"2026-08-17T00:26:06.107154Z","submitted_at":"2022-04-17T08:44:00Z","title":"Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment Analysis","version":2},"cited_work":{"arxiv_id":"2204.07955","doi":"10.48550/arxiv.2204.07955","metadata_source":"pith","pith_arxiv_id":"2204.07955","snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment Analysis","venue":"cs.CV","work_id":"82cdcd85-6c5b-484a-afb2-31a7fe36bbb6","year":2022},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.338862Z"},"links":{"cited_paper":"/paper/2204.07955","citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:51e6091e9d4f9d87b3dac658b29a151a2efe8c7d86144e83378acdd54b67c990","observation_id":"9050a593-cc6c-4555-9257-c445ee5a7d30","resolution":{"observed_at":"2026-08-06T15:33:00.974973Z","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":{"arxiv_id":"2306.01004","last_updated":"2023-05-31T11:50:43Z","snapshot_observed_at":"2026-08-17T07:02:44.348230Z","submitted_at":"2023-05-31T11:50:43Z","title":"AoM: Detecting Aspect-oriented Information for Multimodal Aspect-Based Sentiment Analysis","version":1},"cited_work":{"arxiv_id":"2306.01004","doi":"10.48550/arxiv.2306.01004","metadata_source":"pith","pith_arxiv_id":"2306.01004","snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"AoM: Detecting Aspect-oriented Information for Multimodal Aspect-Based Sentiment Analysis","venue":"cs.CL","work_id":"d8042aa5-45bd-4aca-9626-d67ec201b282","year":2023},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.345957Z"},"links":{"cited_paper":"/paper/2306.01004","citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:e4984aec31eb4d07ea027c42ad8f87b95ac9ed6d6b74008ccf1175c5e010fa71","observation_id":"1709e147-7511-4b98-b8b0-53cecb4bf666","resolution":{"observed_at":"2026-08-06T15:33:00.951778Z","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":"2026-08-06T15:33:00.367567Z","title":null,"venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.367567Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:5e9e0b6da13b78726f855f4e88a929f0f4a26820065848ed1b1499f57411cc61","observation_id":"7e173885-7fde-4c96-9dc1-54bba98dac92","resolution":{"observed_at":"2026-08-06T15:33:00.367567Z","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":"2023.10057","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:33:02.875370Z","title":"S., Nahta, R., Meena, Y","venue":null,"work_id":"9129964f-0608-45d2-ac59-c5af45ea1da1","year":2023},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.374200Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:f2e4d74eddaee7b5fb1aa2094a8be690e33f2732259f328e88b5ff1873d1eaab","observation_id":"ec69a437-8012-40db-914f-5b5d7c42d283","resolution":{"observed_at":"2026-08-06T15:33:02.925013Z","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":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:33:00.381027Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.381027Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:2eb9d03b8655bd3bc75586337b25138f1d6e09a97392f837685c1bc98333c31e","observation_id":"8e87af84-6a64-47dd-a787-8c70118afa31","resolution":{"observed_at":"2026-08-06T15:33:00.381027Z","resolver_source":null,"status":"malformed_identifier"},"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":"2026-08-06T15:33:00.388675Z","title":"K., Jena, M., Rath, S","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.388675Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:3f79bb14915a79a93ce046323bff31c77f74e575f13670d514ae8de056791f16","observation_id":"932bc86a-0ed8-40c9-97d7-46327498f52e","resolution":{"observed_at":"2026-08-06T15:33:00.388675Z","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":"2026-08-06T15:33:03.660567Z","title":null,"venue":null,"work_id":"347aa1f6-b575-47ce-a5da-990f9c7c1dd1","year":2015},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.394089Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:685d43bc94adc3e77956fcba2dc1d099af941a82f2d0d0ec59f685cd06f7a1ca","observation_id":"911c5deb-d182-4bc8-8335-11106b4fa527","resolution":{"observed_at":"2026-08-06T15:33:03.766011Z","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":"2023.10214","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:33:02.656925Z","title":null,"venue":null,"work_id":"c8a7589b-4245-4c63-b51b-24301cf68cff","year":2024},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.399183Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:eee5250fec759fa5daf4f0f25543d92bc3e6d2f52be54c47dea53f6221fbfea7","observation_id":"a325e1a8-b1c3-4feb-ab00-f0d6982e3339","resolution":{"observed_at":"2026-08-06T15:33:02.667996Z","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":null,"cited_work":{"arxiv_id":"8023.32980","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:33:02.523858Z","title":"J., Dahlmeier, D., & Xiao, X","venue":null,"work_id":"80472af3-c066-4111-8335-176445d545bf","year":2017},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.404728Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:201a949a74e185366e1b63421c3d09bf2d116f32e4faddcc0451ba894096aae5","observation_id":"af20e14a-93e1-486e-a107-0c821b0aa9b9","resolution":{"observed_at":"2026-08-06T15:33:02.533392Z","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":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:33:00.410372Z","title":"(2020, April)","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.410372Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:cc5edfd8137155c56dad45ff7ed081b6af2cd58a1a4beebf41f2b9da096708da","observation_id":"6a4c1373-5ff3-4d4a-b5f7-70a48dedd085","resolution":{"observed_at":"2026-08-06T15:33:00.410372Z","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":"2026-08-06T15:33:00.415682Z","title":"(2023, July)","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.415682Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:fbb8ee04ff4cb802034b459c0239f2dee72ca1f2088f4c20acbf4b95d38b01e3","observation_id":"3fac0163-bf6f-488e-952b-c18f5ef18ff4","resolution":{"observed_at":"2026-08-06T15:33:00.415682Z","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":"2026-08-06T15:33:00.421166Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.421166Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:2e95a265d4c311c4dd0ba1f1fde9cc71074e2176cbbb04f209efeee2f7127693","observation_id":"f2b28a11-ab63-402d-a760-37b2959ea5c6","resolution":{"observed_at":"2026-08-06T15:33:00.421166Z","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":"10.1007/s12559-024-","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:33:00.886472Z","title":null,"venue":null,"work_id":"8c63bec2-a44c-4a35-a5f5-504315139d84","year":2024},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.425913Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:97427971e9143e58e03547f38446771b68a6b2264001c5f497f0ac7066e155d4","observation_id":"597129af-44c3-419b-bc53-4492fcf49916","resolution":{"observed_at":"2026-08-06T15:33:00.892858Z","resolver_source":"doi_truncated","status":"malformed_identifier"},"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":"2026-08-06T15:33:00.432625Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.432625Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:c29b153c6bb6e5e30f3b3fe0f610941943b63fdbeec3f1858c1d053fa5d0acf0","observation_id":"064b9be3-7195-4cea-a9ca-7f2c8c5c3f32","resolution":{"observed_at":"2026-08-06T15:33:00.432625Z","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":"2023.10192","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:33:02.300260Z","title":null,"venue":null,"work_id":"a51b4a9c-5aaa-4350-96b5-61569c08ff0f","year":2023},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.439559Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:8e600ee985c591bb58c0368d823462166eb48b4c8f88b37166ea8cf59dfc0fe1","observation_id":"907b2029-bc1f-4abb-8976-39dd6cb5b4b9","resolution":{"observed_at":"2026-08-06T15:33:02.310661Z","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":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:33:00.444994Z","title":"(2015, October)","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.444994Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:629d6de6c66545c305dfa6fb26ea733ccc7799faca06d8ee5601ebd1606cea97","observation_id":"d152398a-b234-4acd-8994-2a9c93d84126","resolution":{"observed_at":"2026-08-06T15:33:00.444994Z","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":"2856.26329","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:33:02.089655Z","title":"(2014, July)","venue":null,"work_id":"df061359-e543-4d06-8258-c27d3a327bbc","year":2014},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.450276Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:b7d4c4361a4c6cbb6933a477070349b5c88c9d633321c3de716e28a5899514bb","observation_id":"8c8c3850-f80c-4e5b-a4c1-f5862296ae49","resolution":{"observed_at":"2026-08-06T15:33:02.103885Z","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":null,"cited_work":{"arxiv_id":null,"doi":"10.1016/j.knosys.2019.01.019","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":null,"venue":"Knowledge-Based Systems","work_id":"48ebda4c-c765-447a-85e0-2bc92483b801","year":2019},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.455843Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:82a80c59963a8474c83d671c660ef8f79f76344d286d139c5924b4cacf72f432","observation_id":"caf1ec26-5d84-4619-b212-19e236d71f32","resolution":{"observed_at":"2026-08-06T15:33:00.875930Z","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":"2026-08-06T15:33:00.474562Z","title":null,"venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.474562Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:9b44b210349c7afc152dde2a127832d0debff2f1c91c0f08cb38a09a817ad14f","observation_id":"fcaffb53-16e4-4939-8e9c-76cb3fb592ca","resolution":{"observed_at":"2026-08-06T15:33:00.474562Z","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":"2022.10303","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:33:03.222451Z","title":"C., & Y u, J","venue":null,"work_id":"0bf0dbb6-a80f-4be8-8810-a2c56224f68f","year":2022},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.479691Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:ab9461c848f3ed4b09575cf919e38f2ddb90cfd367240f4e11c12728b963a6c8","observation_id":"ab9f4e7c-b111-4400-9ebd-5fac10988835","resolution":{"observed_at":"2026-08-06T15:33:03.241080Z","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":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:33:00.491166Z","title":"(2018, April)","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.491166Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:16a242ec50e1b526839cb96858479dad18f761f4b7ca18d2a5c79bb89839d300","observation_id":"4f6cbf57-900f-44bd-a209-8d96585e7cc8","resolution":{"observed_at":"2026-08-06T15:33:00.491166Z","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":"2026-08-06T15:33:00.496852Z","title":"(2018, July)","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.496852Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:b43ce7fe5b78b12df87dc2bca9f2252cef93b6b11078645420056fb2791c5479","observation_id":"3b8e64aa-c155-4418-a71c-51bb5678edad","resolution":{"observed_at":"2026-08-06T15:33:00.496852Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1906.03820","last_updated":"2019-06-10T07:22:05Z","snapshot_observed_at":"2026-08-19T00:34:41.242524Z","submitted_at":"2019-06-10T07:22:05Z","title":"Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification","version":1},"cited_work":{"arxiv_id":"1906.03820","doi":"10.48550/arxiv.1906.03820","metadata_source":"pith","pith_arxiv_id":"1906.03820","snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification","venue":"cs.CL","work_id":"ad46d287-879d-4414-9e72-570ee0ece4ae","year":2019},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.502276Z"},"links":{"cited_paper":"/paper/1906.03820","citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:4d70a4aefafffbdabc74f5fbf60be80ac367427242d1f05ecd03e84631dc7d9e","observation_id":"8a69c5b5-ca65-4c7f-9859-de6a074136fe","resolution":{"observed_at":"2026-08-06T15:33:00.823734Z","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":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:33:03.459540Z","title":null,"venue":null,"work_id":"a5faf7f5-b40f-44da-b1c1-a845c3874fae","year":2019},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.507090Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:808de79570377355ba619e63ccbbe4834b8461743a9e3b4277ae8c5c61e1c4dc","observation_id":"c20bdb89-02fd-4b6b-bf99-549d487c372c","resolution":{"observed_at":"2026-08-06T15:33:03.544282Z","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":"10.18653/v1/2020.coling-main.24","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"(2020, December)","venue":null,"work_id":"13b3cfab-b480-489b-94cb-6195a716e9ce","year":2020},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.512780Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:d454643ffe063bcdba868baaa78c6071b3da18924a4e318756fcb875c4ba7b0b","observation_id":"0f9b571e-1943-44be-9230-677b30d0e61f","resolution":{"observed_at":"2026-08-06T15:33:00.802360Z","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":"1907.11692","last_updated":"2019-07-26T17:48:29Z","snapshot_observed_at":"2026-08-16T14:33:50.657682Z","submitted_at":"2019-07-26T17:48:29Z","title":"RoBERTa: A Robustly Optimized BERT Pretraining Approach","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1907.11692","snapshot_observed_at":"2026-08-06T15:33:00.517410Z","title":"& Stoyanov, V","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.517410Z"},"links":{"cited_paper":"/paper/1907.11692","citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:aaeeb0d7af04d29371e34d95d88a867d0f12a0e45ecae23a5653d1928d5c32df","observation_id":"ee975849-e5db-4fb7-bad8-8342279888e0","resolution":{"observed_at":"2026-08-06T15:33:00.517410Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1910.13461","last_updated":"2019-10-29T18:01:00Z","snapshot_observed_at":"2026-07-06T08:33:12.534026Z","submitted_at":"2019-10-29T18:01:00Z","title":"BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1910.13461","snapshot_observed_at":"2026-08-06T15:33:00.522164Z","title":"& Zettlemoyer, L","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.522164Z"},"links":{"cited_paper":"/paper/1910.13461","citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:4cf281e5d8372c2877e299b0ddf50099a003583b59cf893ed5cce15a23bb8f66","observation_id":"79049437-0606-44a3-9503-d009a278e662","resolution":{"observed_at":"2026-08-06T15:33:00.522164Z","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":"10.24963/ijcai.2019/751","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":null,"venue":null,"work_id":"2d6cd700-26ba-4acd-a9b4-37a5f648c4b8","year":2019},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.526336Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:267feb024c692254db535a022d94dcc81d99b5491719631f3ba1edfe24e33f9d","observation_id":"7b15a971-9068-4e1e-861d-149556619552","resolution":{"observed_at":"2026-08-06T15:33:00.861010Z","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":"10.18653/v1/2020.acl-main.306","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":null,"venue":null,"work_id":"dfe2a5a8-1a8f-43aa-ac09-c3120943fe91","year":2020},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.530487Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:2a36e0c0646204c94d72fb8377d20d0eb59ace05a416da69b8fb3b373b426473","observation_id":"4c1d8ce1-6279-47bb-a911-9a2cc4b0797e","resolution":{"observed_at":"2026-08-06T15:33:00.770735Z","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":"2026-08-06T15:33:00.534902Z","title":"F., & Li, Q","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.534902Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:2035f4c87e743dd1c1029e2fb7ec7a9eb3ec8e984ca05df13261bc729af24229","observation_id":"110e32dd-b6af-4195-b7cf-d6d584c27f91","resolution":{"observed_at":"2026-08-06T15:33:00.534902Z","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":"10.1609/aaai.v35i15.17633","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"(2021, May)","venue":"Proceedings of the AAAI Conference on Artificial Intelligence","work_id":"5c5898a5-b89c-4a96-9de2-13e79ab94438","year":2021},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.540044Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:de0835b56cab56686f683675c8612f6104fafbe0af33211f2443ef662f8ae069","observation_id":"412a0661-7015-4beb-bd66-f9176c630b5d","resolution":{"observed_at":"2026-08-06T15:33:00.752357Z","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":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:33:03.265550Z","title":"W., Hallacy, C., Ramesh, A., Goh, G., Agarwal, S.,","venue":null,"work_id":"b0a07540-2e82-47f3-9fdf-86c3ee4b45bb","year":2021},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.544490Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:2bfb6113d5d7dfcd0c18be77c0127943cbb4a2c05fd380c1cf9bde64fc2cd292","observation_id":"8bdc065e-c3a6-49e3-a756-b64ccd8d6c32","resolution":{"observed_at":"2026-08-06T15:33:03.347027Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"10.18653/v1/2021.emnlp-main.360","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"(2021, November)","venue":"Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing","work_id":"f8196cfb-0bfa-4557-a217-91ca8367c63b","year":2021},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.549035Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:7993721d0bcca6852b113395a74db162197505281fa2e1988e2fa997d0db2a71","observation_id":"53de15e7-eb12-446d-8420-7c6ed9a443ee","resolution":{"observed_at":"2026-08-06T15:33:00.992042Z","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":"2026-08-06T15:33:00.553118Z","title":"(2021, October)","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.553118Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:8406ff72f1dc889f0c1021930ce0db75ca5ced0e995cf751efbd21dd109c4761","observation_id":"aaefdad6-c47a-4be6-85aa-c66e840180e1","resolution":{"observed_at":"2026-08-06T15:33:00.553118Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2305.10169","last_updated":"2023-05-18T13:28:22Z","snapshot_observed_at":"2026-08-18T20:17:59.328851Z","submitted_at":"2023-05-17T12:46:37Z","title":"Few-shot Joint Multimodal Aspect-Sentiment Analysis Based on Generative Multimodal Prompt","version":2},"cited_work":{"arxiv_id":"2305.10169","doi":"10.48550/arxiv.2305.10169","metadata_source":"pith","pith_arxiv_id":"2305.10169","snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"Few-shot Joint Multimodal Aspect-Sentiment Analysis Based on Generative Multimodal Prompt","venue":"cs.MM","work_id":"c2407e33-0433-4c88-9fc5-38dfe8dc4638","year":2023},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.557656Z"},"links":{"cited_paper":"/paper/2305.10169","citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:da611882da39ae0fef79771d5fa91d556c04fbb9c2850beae9d0d8ba96f477d4","observation_id":"64d1c684-43b5-40f6-ad08-fb1ec5670081","resolution":{"observed_at":"2026-08-06T15:33:00.736796Z","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":{"arxiv_id":"2310.14605","last_updated":"2023-10-23T06:22:39Z","snapshot_observed_at":"2026-08-16T14:49:53.653469Z","submitted_at":"2023-10-23T06:22:39Z","title":"M2DF: Multi-grained Multi-curriculum Denoising Framework for Multimodal Aspect-based Sentiment Analysis","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.14605","snapshot_observed_at":"2026-08-06T15:33:00.562540Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.562540Z"},"links":{"cited_paper":"/paper/2310.14605","citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:430d36f497d0687ca008470c15093fdbe576ab746a12dfffdc78296ec3537335","observation_id":"d14cefa4-df3e-473f-adf3-ce523cc61f1f","resolution":{"observed_at":"2026-08-06T15:33:00.562540Z","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":"2023.33450","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:33:01.634371Z","title":null,"venue":null,"work_id":"5fcf6cf6-cadc-448f-8706-e3a82b4b72a6","year":2023},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.567168Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:f89a2d812eb0f7a8f4ecc7a86adaaaab2197e544bb9924e40cc5ddbfe92639ef","observation_id":"c94a1699-ba28-47e1-b825-e1642502f118","resolution":{"observed_at":"2026-08-06T15:33:01.645451Z","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":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:33:00.571633Z","title":"(2024, July)","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.571633Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:f178809f8b8f14bf049298bc0582e5a1b34187f864bff9285c2c45fd2d63ba64","observation_id":"75a9b079-efb8-4298-a600-2550fb8ab19e","resolution":{"observed_at":"2026-08-06T15:33:00.571633Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.08489","last_updated":"2024-12-11T15:53:13Z","snapshot_observed_at":"2026-08-15T23:29:15.762617Z","submitted_at":"2024-12-11T15:53:13Z","title":"A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis","version":1},"cited_work":{"arxiv_id":"2412.08489","doi":"10.48550/arxiv.2412.08489","metadata_source":"pith","pith_arxiv_id":"2412.08489","snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis","venue":"cs.CV","work_id":"dc11ff3e-3cbf-4d58-a5f2-abf28d70aaac","year":2024},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.575754Z"},"links":{"cited_paper":"/paper/2412.08489","citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:35430cbd40c7e7789dc348fede8468c4053a1fc0ad29f24a27d0f7b4c3f901cb","observation_id":"260f25aa-c3c4-4660-90da-b9f1ebd54390","resolution":{"observed_at":"2026-08-06T15:33:00.694103Z","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":"2024.11233","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:33:01.397970Z","title":null,"venue":null,"work_id":"feaae565-fddc-4f45-a4e9-3e7c1d3b04e3","year":2024},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.580067Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:3e413a642ec25056b8a18ae6f782a35f9d1edec00e9858491847571e94ea36cc","observation_id":"8f5e5c8d-e0b3-434c-9ffa-717bd14ef956","resolution":{"observed_at":"2026-08-06T15:33:01.415713Z","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":null,"cited_work":{"arxiv_id":null,"doi":"10.1007/s10462-023-10685-z","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T00:03:40.895421Z","title":null,"venue":"Artificial Intelligence Review","work_id":"978b3a3d-6213-46b9-8175-6c8466fa294a","year":2024},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.585244Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:6166edf26f5e12e98ddc1ad2d0baf9d4fe7670a5a706f87ff01169b51a93fd8d","observation_id":"6a9f9174-e3b2-4b89-ae69-9229b170384a","resolution":{"observed_at":"2026-08-06T15:33:00.669974Z","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":"2026-08-06T15:33:00.589661Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.589661Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:15546fcbe5ec04c144fc9927a7e9a40776a576fd3c35383b00594d3da511ee4a","observation_id":"d9ff693b-8218-4b64-9dc6-a0345e4d483a","resolution":{"observed_at":"2026-08-06T15:33:00.589661Z","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":"2024.10255","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:33:01.302721Z","title":"A., & Song, D","venue":null,"work_id":"82a678a3-003d-497f-a895-4d2458a10eac","year":2024},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.595252Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:65f9aa3216986f402293948b6bb5076ee57e4668a271e2a1c1b5f0541a942f5b","observation_id":"d3d79505-f5fb-4564-bc92-cbe8d0634766","resolution":{"observed_at":"2026-08-06T15:33:01.312448Z","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":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T15:33:00.600251Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.600251Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:6bc43283aec99d0bd14b88979b14b6396d1b91b41b790646951d32be65c5960f","observation_id":"ae31600e-5646-45f3-8d2e-86bfdc09b397","resolution":{"observed_at":"2026-08-06T15:33:00.600251Z","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":"2026-08-06T15:33:00.604878Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-06T15:33:00.604878Z"},"links":{"citing_paper":"/paper/2507.16854"},"observation_digest":"sha256:c76ad5812032fdf5c837dbd2c7fdcd06c778ef7c2222fb1c3203661fbbd43c70","observation_id":"fff170e3-c373-4b36-931b-8e61517f6faa","resolution":{"observed_at":"2026-08-06T15:33:00.604878Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2507.16854","last_updated":"2025-07-21T11:49:57Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-18T16:27:23.620476Z","submitted_at":"2025-07-21T11:49:57Z","title":"CLAMP: Contrastive Learning with Adaptive Multi-loss and Progressive Fusion for Multimodal Aspect-Based Sentiment Analysis"},"reference_resolution":{"displayed":48,"state_counts":{"malformed_identifier":2,"metadata_mismatch":9,"parse_uncertain":0,"unresolved":23,"verified_exact":13,"verified_fuzzy":1},"total_outbound_references":48},"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 19 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2507.16854."}