Pith. sign in

Paper Citation Record · LEDGER

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR

As of 16 August 2026, this Paper Citation Record lists 81 of 81 outbound references and 0 inbound Pith citation observations for arXiv:2412.11671.

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

pith.paper-citation-record.v1
2412.11671 v1

Coverage vector

measured 81 of 81 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:46:50.675075Z

measured 81 of 81 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

81 of 81 outbound references displayed

  • verified exact1
  • verified fuzzy61
  • unresolved19
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 99b18ebc-88dd-4b91-bb64-76839be53d48 · outbound

This paper cites Emergency department crowding and hospital bed shortage: is lean a smart answer? a systematic review.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Emergency department crowding and hospital bed shortage: is lean a smart answer? a systematic review

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-11T14:46:50.389909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:46:50.389909Z digest=sha256:3fca9557a02d45acf5951afd75bd49735087d8cd8ba769614ad9f7b3626d77e5

Observation b18a9149-57a8-4ca0-9d2e-afe4db004cb4 · outbound

This paper cites Time series model for forecasting the number of new admission inpatients.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Time series model for forecasting the number of new admission inpatients

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.557409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.394224Z digest=sha256:923ecaeaf7420846a1fc56deba482b275ca75b900985719fd6709a7886de178f

Observation 025140fb-9571-4d5e-95ac-8b69568bacae · outbound

This paper cites Outcomes of crowding in emergency departments; a systematic review.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Outcomes of crowding in emergency departments; a systematic review

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.547087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.398039Z digest=sha256:d491d4c0d2c231d6fa37081bba22608a07ff2675ac1d428d581156f55b4683c7

Observation 3a206e87-4974-45bd-b668-5b2f57bf7665 · outbound

This paper cites Overcrowding in emergency department: causes, consequences, and solutions—a narrative review.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Overcrowding in emergency department: causes, consequences, and solutions—a narrative review

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.536522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.401801Z digest=sha256:a41adc0df34e6aae35d54a30bff76cc09813c4b22c8a1775daea25556010979e

Observation 4250e319-20ff-42c1-9d5f-6515d4ec040b · outbound

This paper cites Overcrowding crisis in our nation’s emergency departments: is our safety net unraveling? Pediatrics, 114(3):878–888, 2004.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Overcrowding crisis in our nation’s emergency departments: is our safety net unraveling? Pediatrics, 114(3):878–888, 2004

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.525484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.405384Z digest=sha256:74d396dac306e046811dbd1fabc4cfc554969fcf376bba7cf3485445c653dda8

Observation 3e75749f-20fa-4bf6-aee5-4de35e9ecaf2 · outbound

This paper cites Understanding the characteristics of recurrent visits to the emergency department by paediatric patients: a retrospective observa- VOLUME 11, 2023 9 J.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Understanding the characteristics of recurrent visits to the emergency department by paediatric patients: a retrospective observa- VOLUME 11, 2023 9 J

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.513770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.408946Z digest=sha256:0448ca98a0d72b677d70483ba8ba801c539ec4f038adc7595bd70b9b7036fe3c

Observation 9d587b1a-c891-4eee-8546-5457e03efe22 · outbound

This paper cites The role of the electronic medical record (emr) in care delivery development in developing countries: a systematic review.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR The role of the electronic medical record (emr) in care delivery development in developing countries: a systematic review

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.503150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.412802Z digest=sha256:c7f4e6dd67694393fe7096a2c3f96b0699caea1f59c4453075c544fd36cc9e6e

Observation fe3e3ac7-4d2a-4fad-8a56-40c9d497fb59 · outbound

This paper cites Word2vec inversion and traditional text classifiers for phenotyping lupus.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Word2vec inversion and traditional text classifiers for phenotyping lupus

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.492189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.416445Z digest=sha256:8e8077aad39a602976159f5e867cebb40c9574fcbe17ad445e737ae5bd92293f

Observation 89ffcafe-6908-43d8-ac3b-0a1ad0b2c4ce · outbound

This paper cites Mak- ing a case in medical work: implications for the electronic medical record.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Mak- ing a case in medical work: implications for the electronic medical record

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.481563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.419882Z digest=sha256:46160489c536bf1e22a5a761d48b7998b92b3ed4a7d9cd125a258f7e6856bc01

Observation 66543fee-08b7-49fe-ac8a-871023325ab9 · outbound

This paper cites Benefits and drawbacks of elec- tronic health record systems.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Benefits and drawbacks of elec- tronic health record systems

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.471073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.423351Z digest=sha256:41bffdff84bb80ea5a3e61cb85f832c0355f5fe4b10ac031bd5f3d16180f917d

Observation 2b91bfac-ecde-4049-877d-365f26c5b54e · outbound

This paper cites Prediction of emergency department patient disposition based on natural language processing of triage notes.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Prediction of emergency department patient disposition based on natural language processing of triage notes

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.460803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.426788Z digest=sha256:9d57fcaff30a4627c85c819ea348e10b58b52d7c551169b312714d116947e4ea

Observation f3661682-7e9d-491f-8fe2-d9b9ced2d023 · outbound

This paper cites A large language model for electronic health records.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR A large language model for electronic health records

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.450193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.430490Z digest=sha256:a86bdc8eebba2d68fd4d220e5043a728e05e5ae38b80d5d7662b3b01f25006e9

Observation dfbaab48-0db1-48c1-85e3-8bb79918fe1f · outbound

This paper cites Use of natural language processing of patient-initiated electronic health record messages to identify patients with covid-19 infection.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Use of natural language processing of patient-initiated electronic health record messages to identify patients with covid-19 infection

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.440017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.433867Z digest=sha256:33e99ccb69cb63ee4f3dc9c196976a33205075b498cc89f6a8a25fd7430a49bb

Observation 211aec6c-e022-4570-897a-2fd33028a2cd · outbound

This paper cites Predicting of anaphylaxis in big data emr by exploring machine learning approaches.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Predicting of anaphylaxis in big data emr by exploring machine learning approaches

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.428411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.436994Z digest=sha256:fcd7fd1da23377542f474a756d562d0ab339ca6ea904c11070588b88391a24a7

Observation 21d48e92-37dc-4fca-8102-2afae353e81b · outbound

This paper cites Au- tomatic classification of online doctor reviews: evaluation of text classifier algorithms.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Au- tomatic classification of online doctor reviews: evaluation of text classifier algorithms

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.417701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.440318Z digest=sha256:016e328979d6aa0bc37b47a95ede3cfe9d7e67123e9d85736e16df2409a977d8

Observation d55059ce-3122-4906-86bc-28058d866c4a · outbound

This paper cites An automated system for identifying alcohol use status from clinical text.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR An automated system for identifying alcohol use status from clinical text

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.405233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.443509Z digest=sha256:68debebc59f04dbbf58e27c63d90b73ebe52763b025583ca869ab49785596e73

Observation aa12873f-3d7c-4177-8e02-ef32ae899777 · outbound

This paper cites Efficient Estimation of Word Representations in Vector Space.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Efficient Estimation of Word Representations in Vector Space

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-11T14:46:50.447094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:46:50.447094Z digest=sha256:b80b569b0ceeeffa5f75fdbf8e96acae0fe6a782b5b8f6b3fa899b9059b944f9

Observation 02b2fd7f-3933-43c2-b4e3-09d3ab3f3f9d · outbound

This paper cites Multi-layer representation learning for medical concepts.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Multi-layer representation learning for medical concepts

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.394264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.451121Z digest=sha256:c8652689602492fc479a84c1a3e58d6112d0e641786df7031bc64ae93cfa99eb

Observation 7a3e05b5-dccb-4672-a6cb-fda0a26df35a · outbound

This paper cites Biowordvec, improving biomedical word embeddings with subword infor- mation and mesh.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Biowordvec, improving biomedical word embeddings with subword infor- mation and mesh

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.383146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.454745Z digest=sha256:8611550783ed153cb3623e98c778e6becacd65ccc6eab8744df0f3be8fbbea90

Observation be507968-7b93-4566-ae8d-83da4d7e15df · outbound

This paper cites Biobert based named entity recognition in electronic medical record.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Biobert based named entity recognition in electronic medical record

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.372605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.458059Z digest=sha256:ee5694c53d99548865fe37003b54f1f364593132589eee9945adbf7f5b1cdbe7

Observation 4c4ca812-ae2c-45bb-b798-1ec22c758abf · outbound

This paper cites Med-bert: pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Med-bert: pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.362374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.461133Z digest=sha256:d3558f65c9d56bfdab07a7c0539da77885f981c197c5eb9a32cbe69e06b7d60b

Observation 535912d8-d059-4f62-bb75-c4215e2f5ef8 · outbound

This paper cites Publicly Available Clinical BERT Embeddings.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Publicly Available Clinical BERT Embeddings

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-11T14:46:50.464356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:46:50.464356Z digest=sha256:37adba98b3ad0cdf16a4490bb139ec1b360f2ab064927757d41eaba0bca10c08

Observation af440e5c-8ae8-41d4-b4d7-2ce4c5664065 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-11T14:46:50.468201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:46:50.468201Z digest=sha256:f357cf38055f7622fe19fc12a1308740c02691bb81396be23b2bf57fb97bbd1d

Observation 8cf8ae0e-755d-4867-85cb-5f00ce178dbd · outbound

This paper cites Overcoming the challenges of unstructured data in multisite, electronic medical record- based abstraction.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Overcoming the challenges of unstructured data in multisite, electronic medical record- based abstraction

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.351959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.472274Z digest=sha256:502c36dc0cbca2b94e8cf456279c4de7fbb2f07278d4e6b6fd76e618004b05b8

Observation e562b891-f7c8-49e1-8ad0-ce58c0b4f41f · outbound

This paper cites Challenges in understanding clinical notes: Why nlp engines fall short and where background knowledge can help.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Challenges in understanding clinical notes: Why nlp engines fall short and where background knowledge can help

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.341111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.475705Z digest=sha256:400d3739f0d57af1a49e970a80f56d9834ff2bcfdf4ee278d9ef8cd3a6ae0a5e

Observation 53c674da-f31e-4d8d-b897-9b1f9bca644f · outbound

This paper cites Role and challenges of unstructured big data in healthcare.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Role and challenges of unstructured big data in healthcare

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.330535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.479049Z digest=sha256:3426ca0453d03f77a53a06e9871835d33a68766e280a4cf189394d124224da37

Observation eba9bf77-4eb4-40af-b0f5-53291cb52939 · outbound

This paper cites Machine learning in medicine: a practical introduction to natural language processing.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Machine learning in medicine: a practical introduction to natural language processing

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.319633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.482555Z digest=sha256:8af92ba2473f26f1f93a55b42c38606ec960ac3bc7646ae0c8d261cc8f67b819

Observation 6eb80538-9338-4fc4-bfe0-6480716a49c0 · outbound

This paper cites High-throughput phenotyping with electronic medical record data using a common semi-supervised approach (phecap).

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR High-throughput phenotyping with electronic medical record data using a common semi-supervised approach (phecap)

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.307689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.486050Z digest=sha256:cc52ce27b28a4eff85df1024f07b02d5e7757aa795b3fd9f558fc1d9bae51dc4

Observation 09656364-f3b4-4c7e-acd0-53d0a089dffc · outbound

This paper cites V alidation of electronic health record phenotyp- ing of bipolar disorder cases and controls.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR V alidation of electronic health record phenotyp- ing of bipolar disorder cases and controls

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.296154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.489289Z digest=sha256:0a6b61eedd50ed7c3ce0c78b31ef8ed32291e39e47c3fcb115ce9375b4559d59

Observation 4dcab63b-6a76-41fc-8744-77cf5937691e · outbound

This paper cites Current status of electronic medical record systems in hospitals and clinics in korea.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Current status of electronic medical record systems in hospitals and clinics in korea

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.284648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.492732Z digest=sha256:0221142d4abb389235e8b8b6ecb354fdb9d226437b487637ee77cb5a32cb8e1c

Observation 04aeb12b-addb-4af6-aedc-84218e750841 · outbound

This paper cites Electronic medical records and machine learning in approaches to drug development.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Electronic medical records and machine learning in approaches to drug development

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.272523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.496992Z digest=sha256:37623cec856bccaad4e75044b2cdf595343e43f4efa5672da38043ea3605bf56

Observation 99e32c32-4576-4772-97b4-6cf456c53816 · outbound

This paper cites Consistency across the hierarchies of the umls semantic network and metathesaurus.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Consistency across the hierarchies of the umls semantic network and metathesaurus

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.261001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.500479Z digest=sha256:6172ec0fd64fbb5b69c994413610bd25f03e10fe74b8d0218078fb4e81c65a59

Observation 9c172050-3ac4-495e-83aa-62fce5681a18 · outbound

This paper cites The unified medical language system (umls): integrat- ing biomedical terminology.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR The unified medical language system (umls): integrat- ing biomedical terminology

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.249138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.504191Z digest=sha256:00d65bf835490c2099568494a39aa1518aff193b86bd8c005aa9cec074b13682

Observation 78b78ff7-50ef-483c-8a1f-deaecf9549ac · outbound

This paper cites The uni- fied medical language system.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR The uni- fied medical language system

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.236644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.507859Z digest=sha256:e220b867a94a9e1d93a6d10e7c4c054066317ec03a5fc5b652dc0c050248f4b2

Observation 1a0690ce-9f18-4dd0-aab3-22483f06748f · outbound

This paper cites The neighborhood auditing tool: a hybrid interface for auditing the umls.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR The neighborhood auditing tool: a hybrid interface for auditing the umls

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.225046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.512011Z digest=sha256:aaeb9293b4bbc2aad90ab2012a7d254ff9a625701fced580fa5b8dc983d5a6a2

Observation bd128247-1886-4cf9-a7b8-0a6e0eae9ba9 · outbound

This paper cites Xgboost: A scalable tree boosting system.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Xgboost: A scalable tree boosting system

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-11T14:46:50.515625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:46:50.515625Z digest=sha256:dab8b5c759d7390b4eadf08ee57aa8a990476563b7ce57616740d5eb5fa1335b

Observation 421b2708-9e88-4aa2-94c3-c6bc69226d0f · outbound

This paper cites The regression analysis of binary sequences.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR The regression analysis of binary sequences

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.206158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.519049Z digest=sha256:41b02cc26589b03891bd4923b21323c9316f5aaeecc91825136e82b74b98f3a0

Observation 5adb969b-8ae3-4ff1-8453-bc36847cf78d · outbound

This paper cites Greedy function approximation: a gradient boosting machine.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Greedy function approximation: a gradient boosting machine

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-11T14:46:50.522810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:46:50.522810Z digest=sha256:f75367661da6a04d82f07ffdfc92012f5352a4268d606806b3c3fb6de16edf69

Observation 13be4dac-b999-4084-b86a-2e913c33fad5 · outbound

This paper cites Random forests.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Random forests

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-11T14:46:50.526362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:46:50.526362Z digest=sha256:c35c13836094de89092ff3563914f54d1fe7b0abf48b5f8585c243b35ae0ef16

Observation 939ccfaa-1a42-4e2d-9286-26567292fa8a · outbound

This paper cites an unresolved cited work.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:46:51.180816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.529981Z digest=sha256:5adecd59cf5445ecf4e44e34e23a8fdddb781a376431b24ec738013b27529f15

Observation 26257644-f5fe-489a-b20c-42ac6dfdad3a · outbound

This paper cites KR-BERT: A Small-Scale Korean-Specific Language Model.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR KR-BERT: A Small-Scale Korean-Specific Language Model

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-11T14:46:50.533598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:46:50.533598Z digest=sha256:4c7e3295b4f2087a0d406dda1e9418d09627e4723ac1cf63b1201678dadce0a8

Observation 462b6e84-826a-41d1-ac2a-ea9e38b85ec7 · outbound

This paper cites Cross-lingual language model pretraining.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Cross-lingual language model pretraining

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.168457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.537352Z digest=sha256:9ed54f188c3892c832e7939d2be1f3c8594aa0adaa4fa70d7f4d2deda999d16c

Observation 07c29182-bb2c-4409-a18b-1e390fe78009 · outbound

This paper cites Unsupervised cross-lingual represen- tation learning at scale.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Unsupervised cross-lingual represen- tation learning at scale

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.157457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.541313Z digest=sha256:ef4902a5a8f20fb8f21741989c6623e95d9e1cb9c7ba56060cc750eedee8d2ac

Observation ef6ab553-8e12-4882-8098-b0c690b0bc90 · outbound

This paper cites Korean clinical entity recognition from diagnosis text using bert.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Korean clinical entity recognition from diagnosis text using bert

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.137746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.548527Z digest=sha256:2b32198c659b8d059ac346d55091e23852a80319a6b8d18f15e37b78358b229c

Observation d97c54b1-b791-48d6-b0d4-bd366cef70d3 · outbound

This paper cites Keyword extrac- tion algorithm for classifying smoking status from unstructured bilingual electronic health records based on natural language processing.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Keyword extrac- tion algorithm for classifying smoking status from unstructured bilingual electronic health records based on natural language processing

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.127076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.552150Z digest=sha256:078d43b0c13f22d05bc861798eb46261e7e1cacf22e85114964724ce82a9dc1e

Observation 20ad7556-4f71-4a1e-b85c-bc06fa8be7b9 · outbound

This paper cites Code-switching in conversation: Language, interaction and identity.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Code-switching in conversation: Language, interaction and identity

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.115619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.555588Z digest=sha256:019fcebd75698dff8c79ee7a73b48b09c77856d5a99495c14c7ea1a929985439

Observation 74b8d59b-a641-437c-b512-955de80e97e1 · outbound

This paper cites F oundations of bilingual education and bilingualism.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR F oundations of bilingual education and bilingualism

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.104686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.559131Z digest=sha256:daf0d487d3147428e3b4650fddfe70e7de0bf2f38ae77b1317eae8c25c69a3fc

Observation 9a062602-bb05-4de4-8987-e90f12a5f1ff · outbound

This paper cites Language and advertis- ing effectiveness: Code-switching in the korean marketplace.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Language and advertis- ing effectiveness: Code-switching in the korean marketplace

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.094127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.562594Z digest=sha256:e50d243541ab52ab1874a31cfde2ea2738e03439f0af75908f8d0ba3ecb24fcb

Observation a2429833-3d1d-48b8-8ed8-d5e99332b7b4 · outbound

This paper cites Korean/English intrasentential code-switching: Matrix language assignment and linguistic constraints.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Korean/English intrasentential code-switching: Matrix language assignment and linguistic constraints

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.082967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.565977Z digest=sha256:a6fc2b6657c4a32a1d30fa72bb7b7b319d87122e48e9903c6ba6556e75e744b3

Observation 576c1782-4051-4fa8-933b-fdb296fe9fbd · outbound

This paper cites Intrasentential codeswitching in japanese and en- glish.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Intrasentential codeswitching in japanese and en- glish

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.072482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.569660Z digest=sha256:3feb4eb75959e6f6b58f927b724b72db8832791a19f70c4cbd28cd73090cd4c8

Observation 3346e465-fe0f-4bff-ae60-08c5501e5a84 · outbound

This paper cites Addressing code-switching in french/algerian arabic speech.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Addressing code-switching in french/algerian arabic speech

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.060920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.573081Z digest=sha256:a1a11acd411c25b0b224a4d14e0fca8eb4506be36aaa9a2168d1cdc5000b7aa7

Observation cc554401-4d6b-4c7d-881d-fde530b969c2 · outbound

This paper cites Chinese clinical named entity recognition with variant neural structures based on bert methods.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Chinese clinical named entity recognition with variant neural structures based on bert methods

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.048862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.576636Z digest=sha256:7395db106f77020028754978bd31f47d6dfe8566025c48b4787059a083f509f5

Observation 99b8c757-151d-4f96-93a1-a6296384ce0a · outbound

This paper cites an unresolved cited work.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:46:51.038211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.580204Z digest=sha256:494e9a5ebf8b7f6e90900166814ab398df7e250a17cfe2351d889937b4c66b7c

Observation 3bf1bf6d-6dc1-4082-b80e-ed57948a5cea · outbound

This paper cites Bridging text and video: A universal multimodal transformer for audio-visual scene- aware dialog.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Bridging text and video: A universal multimodal transformer for audio-visual scene- aware dialog

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.027460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.583759Z digest=sha256:19cbfed302709e32a7c79a4cb300488a19cb09fa7ab4f0d94e2e575b1369fbea

Observation 217b51ed-d92c-4dd3-820e-c1c721d7c53b · outbound

This paper cites SciBERT: A Pretrained Language Model for Scientific Text.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR SciBERT: A Pretrained Language Model for Scientific Text

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-11T14:46:50.587219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:46:50.587219Z digest=sha256:f21f5d06300e28e862e09391e1226afe96fde9829932b7497f33c34054b28f81

Observation 0628ebce-e7c6-446c-952b-d38d7035e72d · outbound

This paper cites Aligning books and movies: Towards story-like visual explanations by watching movies and reading books.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Aligning books and movies: Towards story-like visual explanations by watching movies and reading books

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:51.005868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.591234Z digest=sha256:a85cc7f887afb63b18c4738879ef419a089ebeff6cd4564fb5a381d40552e23d

Observation 60c07edc-2d8a-4617-babf-85471b6b2b28 · outbound

This paper cites CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-11T14:46:50.594428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:46:50.594428Z digest=sha256:7badcbc6154849d7617f257c9b080fe3029e7e2bf6daac9eb893a06685096fb3

Observation 541a803c-572f-471f-ae3a-694b55190f1f · outbound

This paper cites A pre-trained bert for korean medical natural language processing.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR A pre-trained bert for korean medical natural language processing

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:50.993929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.598348Z digest=sha256:3335414719c01eb12e32087103bc7f213900348e65df3d25e0a1c8b6b325728d

Observation aab82231-2486-4d02-8017-5c27e258cf58 · outbound

This paper cites Definitions and assessment approaches for emergency medical services for children.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Definitions and assessment approaches for emergency medical services for children

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:50.983150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.601620Z digest=sha256:c2ee10f3c084f8369b0269494bb1d4546744681cd384c646b48051a6be6e12ec

Observation 9391c9aa-f28d-49ec-a0bc-1a4c5b6a2a0e · outbound

This paper cites Predicting hospital readmission for lupus patients: An rnn-lstm-based deep-learning methodology.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Predicting hospital readmission for lupus patients: An rnn-lstm-based deep-learning methodology

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:50.973336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.605057Z digest=sha256:814840b4bc39ccd598e3468a763bf5b1cdbabf04b915b73cf77c3833158db5ee

Observation 753bb25b-37d8-410b-9de6-8f2690714a19 · outbound

This paper cites A novel deep learning–based system for triage in the emergency department using electronic medical records: Retrospective cohort study.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR A novel deep learning–based system for triage in the emergency department using electronic medical records: Retrospective cohort study

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:50.963080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.608559Z digest=sha256:d51287fd8986ecf78800ecd5863806e53df044833bb2db32b1cd9c78988ce588

Observation 9ae3c87b-92e5-4bdc-85c3-ee103104e031 · outbound

This paper cites Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features

Reference 62

Resolution
verified exact
local_arxiv, observed 2026-08-11T14:46:50.749257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.612049Z digest=sha256:096ad9a1c43007f283fa3e5e47aae9fa13958ca2065355525c57997bab277b4d

Observation 0def6275-8993-41b3-9350-4c56d2a22126 · outbound

This paper cites Biosentvec: creating sentence embeddings for biomedical texts.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Biosentvec: creating sentence embeddings for biomedical texts

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:50.952516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.615625Z digest=sha256:1ed978a2dd64bfb1801aeec7302a136764434593e2fe1971db17c48a502e5eba

Observation f064c69a-12c8-484e-84c3-bb7ea18e61a1 · outbound

This paper cites Named entity recogni- tion method of chinese emr based on bert-bilstm-crf.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Named entity recogni- tion method of chinese emr based on bert-bilstm-crf

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:50.938663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.619040Z digest=sha256:9424c514cfa370dc7b809e0dba698206901c66308cab6d2cd8ab7a3d6253200f

Observation 78e5c231-a320-4f71-bcac-3b1c58460a61 · outbound

This paper cites Unsupervised Cross-lingual Representation Learning at Scale.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Unsupervised Cross-lingual Representation Learning at Scale

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-11T14:46:50.622456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:46:50.622456Z digest=sha256:80304e5b1a5f03043930cbae391da75e7a2f083d14db2749c44813ad892daca0

Observation 9e0e259b-dd83-467b-be52-eb0bf1bb7d82 · outbound

This paper cites Identifying alcohol-related information from unstructured bilingual clinical notes with multilingual transformers.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Identifying alcohol-related information from unstructured bilingual clinical notes with multilingual transformers

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:50.927759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.626297Z digest=sha256:de40aa5a05360d1883dc060d4ec022654dc8edc539422048bb32151392bd96d9

Observation 2afc224d-2ce0-45b7-93eb-c865e9ec7ae9 · outbound

This paper cites Deep learning-based natural language processing for detecting medical symptoms and histories in emergency patient triage.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Deep learning-based natural language processing for detecting medical symptoms and histories in emergency patient triage

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:50.916450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.629490Z digest=sha256:09052d3cff6603d59f2e525a4e7787c1dfb7c224a2570f4082056db5f1670d15

Observation 240270b6-53d9-4777-b012-8e25294bafcc · outbound

This paper cites De-identification of clinical notes with pseudo- labeling using regular expression rules and pre-trained bert.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR De-identification of clinical notes with pseudo- labeling using regular expression rules and pre-trained bert

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:50.905599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.632820Z digest=sha256:ed904db4ca84def28c67b08fe60abaaa070f15210c4dc50fc95d6a49ea64b199

Observation e83ae035-c2d5-4381-bd22-d31ef9d4e550 · outbound

This paper cites Vilbert: Pretraining task-agnostic visiolinguistic representations for vision-and-language tasks.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Vilbert: Pretraining task-agnostic visiolinguistic representations for vision-and-language tasks

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:50.894776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.636198Z digest=sha256:2514c626cd1023ab51cab06e70b0121b66d613da9c06ffb2b3653a2570ea5801

Observation a7db49a6-dc2b-440b-a6f2-471ae37d726f · outbound

This paper cites LXMERT: Learning Cross-Modality Encoder Representations from Transformers.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR LXMERT: Learning Cross-Modality Encoder Representations from Transformers

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-11T14:46:50.639574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:46:50.639574Z digest=sha256:0a4cb458e48ee99e6d022dd72335e562660492af9479cf5f56c2d64b2f923abd

Observation f7033858-1d57-4b51-853a-fb720ff13f6e · outbound

This paper cites Videobert: A joint model for video and language representation learning.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Videobert: A joint model for video and language representation learning

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-11T14:46:50.643344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:46:50.643344Z digest=sha256:405b0b34437c769042260c7ee934c4f28ca004363508e5e130ddfede4ecfaa75

Observation 5bfc3aea-07bd-4faf-982c-0afadcb619f7 · outbound

This paper cites Unified vision-language pre-training for image captioning and vqa.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Unified vision-language pre-training for image captioning and vqa

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:50.877297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.646754Z digest=sha256:8be20d9928090809dd77b0cdb6df16282fda85751042c49fd145fe5fcbeb7d8f

Observation 38a85bd2-f62c-414e-a2ab-92770374bd98 · outbound

This paper cites Dynamic fusion with intra-and inter- modality attention flow for visual question answering.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Dynamic fusion with intra-and inter- modality attention flow for visual question answering

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:50.866483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.649976Z digest=sha256:45b66e85aea4934c472ef56d5a8921ae8e4d60459d4cdfbde94176c59c417d02

Observation 2cc47694-03b2-4e6b-bedd-ea91cb6d6a9c · outbound

This paper cites Progressive attention memory network for movie story question answering.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Progressive attention memory network for movie story question answering

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:50.856120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.653502Z digest=sha256:2335de93c6bf723e845f6f4891d0451e25efd628f2a57518659eaad29828f7ab

Observation d6e5aaa6-b026-448c-9099-69355cc1dea0 · outbound

This paper cites Modality shifting attention network for multi-modal video question answering.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Modality shifting attention network for multi-modal video question answering

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:50.845570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.657074Z digest=sha256:2b3f4214220fca8c443c97fb3e14237bcc32a9a820fcd716f7cee62f7b56a362

Observation 794e876a-ea35-4e91-8ca5-9accddce2c21 · outbound

This paper cites The history of the present illness as treatment: who’s listening, and why does it matter? The Journal of the American Board of Family Practice, 10(1):28–35, 1997.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR The history of the present illness as treatment: who’s listening, and why does it matter? The Journal of the American Board of Family Practice, 10(1):28–35, 1997

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:50.834658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.660555Z digest=sha256:2b7adf17c1ca856d9a6dd1391dadb16b818ff9c2f51f5152c8b3ab27847eb5fc

Observation f4400131-677c-4cf4-8155-825535b7745f · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-11T14:46:50.663894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:46:50.663894Z digest=sha256:38bcf22527e1e9c938cc55379eb1a73b3c2984c5e7912b85f0a396e1e8aed249

Observation d0ac2ea3-87d1-4ae6-ac44-3ae82fd366c4 · outbound

This paper cites Pytorch: An imperative style, high-performance deep learning library.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Pytorch: An imperative style, high-performance deep learning library

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-11T14:46:50.667846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:46:50.667846Z digest=sha256:383da438e2e293f3d0010d2b73e07f900ea0d76fb562a08a24ee7d1da24fa186

Observation db0527a4-ad2f-4efd-a94f-89d0732d6f8c · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-11T14:46:50.671066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:46:50.671066Z digest=sha256:9638d857fc315900b445c4207ef1c0b5d9283ac34dc8651deabd4fd9ffc1f75f

Observation 9db9d81e-73fa-416a-bd86-2b1fd347aa45 · outbound

This paper cites A unified approach to interpreting model predictions.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR A unified approach to interpreting model predictions

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T14:46:50.816968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T14:46:50.675075Z digest=sha256:b515cb475c1e54fefeda36cff05a43e3952f20e7cee111f08c34526f7619a59c

Observation 9eb8a9d9-243d-471f-98d8-e2f13bc58c9b · outbound

This paper cites an unresolved cited work.

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR Unresolved cited work

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-11T14:46:50.544878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:46:50.544878Z digest=sha256:6d1aaa8ce0e60fe649c50d421b9633bbcfe243791f0fa9a92d902ec2f245d448

Pith citing papers

No inbound Pith citation observations are available.