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Paper Citation Record · LEDGER

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs

As of 18 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 1 inbound Pith citation observation for arXiv:2501.01644.

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

pith.paper-citation-record.v1
2501.01644 v2

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:28:23.804049Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-12T04:36:18.378596Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T06:06:25.925338Z

Reference resolution

46 of 46 outbound references displayed

  • verified exact1
  • verified fuzzy36
  • unresolved9
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d00beece-9a65-447f-8868-55abbff93577 · outbound

This paper cites ProteinBERT: a universal deep-learning model of protein se- quence and function.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs ProteinBERT: a universal deep-learning model of protein se- quence and function

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 8196a23e-1928-4192-a73e-2a0a6609c8c7 · outbound

This paper cites Building a knowl- edge graph to enable precision medicine.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Building a knowl- edge graph to enable precision medicine

Reference 2

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation a6097e6a-da26-4f11-addd-c9881a7d7905 · outbound

This paper cites Large knowledge model: Perspectives and challenges, 2023.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Large knowledge model: Perspectives and challenges, 2023

Reference 3

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 9c209ecc-febe-42de-b378-51e6cb3dea32 · outbound

This paper cites Bartsmiles: Generative masked language models for molecular representations, 2022.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Bartsmiles: Generative masked language models for molecular representations, 2022

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:26.199279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:22.556265Z digest=sha256:f84afe2dda3c02ec57b839ba0d087a06d62069148c32fc8943992334c930b700

Observation 434a9ef6-1060-4f20-8745-04852c361c2f · outbound

This paper cites de Almeida, Hassan Sirelkhatim, Guillaume Richard, Marcin Skwark, Karim Beguir, Marie Lopez, and Thomas Pierrot.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs de Almeida, Hassan Sirelkhatim, Guillaume Richard, Marcin Skwark, Karim Beguir, Marie Lopez, and Thomas Pierrot

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:26.181894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:22.600496Z digest=sha256:c5236ea3b21fcd7ef4e2c3bffe70232bec4add8d3bf4dc9624629a89e7fe89c6

Observation d20ed8c7-b8ce-45d5-847d-b05214c34d42 · outbound

This paper cites Bioblp: a modular framework for learning on multimodal biomedical knowledge graphs.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Bioblp: a modular framework for learning on multimodal biomedical knowledge graphs

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:26.165668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:22.655036Z digest=sha256:8a6a016c8cd1e0103fc23a557063d92aa49ab02f9cdc7495c4b1904e1c26b682

Observation b67d1aae-d3c7-4f58-b0c7-e156e650ba54 · outbound

This paper cites BERT: Pre-training of deep bidirectional transformers for language understanding, June 2019.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs BERT: Pre-training of deep bidirectional transformers for language understanding, June 2019

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:25.986256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:22.693546Z digest=sha256:8762b59df035f586f9dc35a66f7497be45d1d5db4b9ec485827332e465904fe3

Observation 2bb0c319-075b-41ab-bc23-f694c5618fbe · outbound

This paper cites MVGCN: data integration through multi-view graph convolutional network for predicting links in biomedical bipartite networks.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs MVGCN: data integration through multi-view graph convolutional network for predicting links in biomedical bipartite networks

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:25.920085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:22.716090Z digest=sha256:f90341e30275f294ce8f44782dc8f4804dfe215a381c8d1d72c6052a73e09055

Observation 9e6f6225-005a-4c6b-a0b9-c49711562e59 · outbound

This paper cites Dudgeon, Kei-Hoi Cheung, Thomas J.S.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Dudgeon, Kei-Hoi Cheung, Thomas J.S

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:25.903731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:22.720945Z digest=sha256:1bf70417a7d4624b83a432c4b3fb60f59572481a1954fee5db43a8832dbc79dc

Observation 2bf798a0-1289-4641-a6e2-ccffa59f23ba · outbound

This paper cites Contrastive multi-view representation learning on graphs, 2020.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Contrastive multi-view representation learning on graphs, 2020

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:25.836557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:22.726091Z digest=sha256:f2d9ddcf34ffb690017ebabfabbe302578e5a547e4a4b898b1db7d8d3dcd18dd

Observation ac1d2997-a4b3-4fb9-a49f-0d2bbfdcd2c2 · outbound

This paper cites Can language models act as knowledge bases at scale?, 2024.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Can language models act as knowledge bases at scale?, 2024

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:25.776668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:22.730899Z digest=sha256:284cf90ffd516c9c56b78660f74ec1086d9f38a199249a168527217522154b60

Observation 23b06c70-8351-4f42-8765-51b11c237e47 · outbound

This paper cites DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:25.760347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:22.736380Z digest=sha256:d56edaf67d7af0482fc281b30f56ff7f3a965399d5ea4558ed16962aceb17212

Observation 4eb86110-b333-43a8-8eea-707aa2d15698 · outbound

This paper cites Instruction-tuned language models are better knowledge learners, 2024.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Instruction-tuned language models are better knowledge learners, 2024

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:25.719102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:22.742315Z digest=sha256:1cdf41a6b1536a8d6b7b642972215b6c09e7ac6bfa4d030088b325c7b3b4e5ec

Observation 7bf02d99-7c79-4368-8c70-9838a50a1f8e · outbound

This paper cites Drugbank 6.0: the drugbank knowledgebase for.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Drugbank 6.0: the drugbank knowledgebase for

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:25.624811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:22.747032Z digest=sha256:308d25f0d6f88a1c98af16745ce2034747b90af94cdd21bdb05cb23801c1de4a

Observation 1d4b1658-b9c4-4264-9710-f7abb86e0b13 · outbound

This paper cites DrugBank 6.0: The DrugBank knowledgebase for 2024.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs DrugBank 6.0: The DrugBank knowledgebase for 2024

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:25.544760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:22.757418Z digest=sha256:1d075554f0e148ed9d3cf60546e8eca96e7249723cbc84f222f412762a75502f

Observation a866f9f8-2f7e-4824-b434-8437a8e96343 · outbound

This paper cites Otter-Knowledge: benchmarks of multimodal knowledge graph representation learning from different sources for drug discovery.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Otter-Knowledge: benchmarks of multimodal knowledge graph representation learning from different sources for drug discovery

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-08-10T22:28:24.047245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:22.761722Z digest=sha256:ae798e0b10c96be8430f6852e1e937567713833945e58b8cc54cb0ac2c1f72d9

Observation 4d5d5ef1-138b-43ea-803f-7fc8e22fa7cc · outbound

This paper cites Biobert: a pre-trained biomedical language representation model for biomedical text mining.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Biobert: a pre-trained biomedical language representation model for biomedical text mining

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:25.476671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:22.807609Z digest=sha256:45e0a7ff3bf373cbbd27d451f9c4dace37edc81724ac58a2589ccc3a2eba69fd

Observation 7ae62cae-cb3a-481a-8a1a-f40252571746 · outbound

This paper cites Pretrained language models for biomedical and clinical tasks: Understanding and extending the state-of-the-art.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Pretrained language models for biomedical and clinical tasks: Understanding and extending the state-of-the-art

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:25.459579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:22.880221Z digest=sha256:47330401ef6bba1bf21e924f1b8f2c5998a2eb867275d4be5953df1652b34847

Observation ba556884-810f-4d0b-ba30-70f3e9a69e1e · outbound

This paper cites Evolutionary-scale prediction of atomic-level protein structure with a language model.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Evolutionary-scale prediction of atomic-level protein structure with a language model

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:25.327954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:22.943535Z digest=sha256:5eaa49f5ddbd8921d6435367fbc0928aac4f61e70dc1b36b0bfad20864911f7a

Observation efccbddb-863d-4764-b240-7e8027c28578 · outbound

This paper cites Multi-modal contrastive representation learning for entity alignment, October 2022.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Multi-modal contrastive representation learning for entity alignment, October 2022

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:25.312567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:23.002635Z digest=sha256:b1e0f218b3ea80aa031c7c5f97909927151ca381bf25990ab11ea458b28bf78e

Observation d9ee5756-4bf9-4da1-9f75-cb70e7de92a1 · outbound

This paper cites En- trez gene: gene-centered information at ncbi.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs En- trez gene: gene-centered information at ncbi

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:25.296111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:23.037178Z digest=sha256:c5430cda839ff53aaef13cd0229c40eed4bfc24bea4b5598f3937bb1c429c829

Observation 20fecd16-5ca5-4438-85c1-533358af4e5a · outbound

This paper cites Link prediction via matrix factorization.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Link prediction via matrix factorization

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:25.144606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:23.056975Z digest=sha256:31859cfcc902da10628356e617272b5e57289ff0b9e29d716efa60a26ee88ad3

Observation ecb6069e-8f0e-4568-9229-6155412eb929 · outbound

This paper cites Predicting drug- drug interactions using deep generative models on graphs.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Predicting drug- drug interactions using deep generative models on graphs

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:25.006631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:23.073519Z digest=sha256:5438c86eb7f56ff041046dec560e7f6a9c24d1fd483ca5e53852f7070f3210eb

Observation 5617aa6b-9aa5-4264-aa3e-b07fdd432c16 · outbound

This paper cites Nicholson and Casey S.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Nicholson and Casey S

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:24.894483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:23.094752Z digest=sha256:9c4ec63a5db82bb3928b4c06741e7f4d97802b405e9ffa44b02be0f53cdba153

Observation 3cc66975-2df0-4d67-9a0f-464efeaffd25 · outbound

This paper cites Graph Representation Learning via Graphical Mutual Information Maximization, 2020.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Graph Representation Learning via Graphical Mutual Information Maximization, 2020

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:24.825199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:23.144847Z digest=sha256:b51a2f7e593cbf631bcac02049948d24eb502164dbaea6ecb008ecd3b504b852

Observation 18089f41-4ec7-400e-89ce-bea9abf1b0b0 · outbound

This paper cites Language Models as Knowledge Bases?.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Language Models as Knowledge Bases?

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-10T22:28:23.338367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:28:23.338367Z digest=sha256:d17433f769122254b2de7573e0625e1c13df76bf47df8b3122fbc69b3584cbc4

Observation fb0db9ad-22f7-41f7-9cfb-d84ee9d27f50 · outbound

This paper cites Large-scale chemical language repre- sentations capture molecular structure and properties.Nature Machine Intelligence, 4(12):1256–1264, 2022.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Large-scale chemical language repre- sentations capture molecular structure and properties.Nature Machine Intelligence, 4(12):1256–1264, 2022

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:24.808325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:23.389020Z digest=sha256:0b770e90c393fe7e40bebf71a8e6f9a9efd5da4ecca901ba77da2f135d10373f

Observation d79ab907-ee37-484f-b2cd-40ecf4920311 · outbound

This paper cites Kipf, Peter Bloem, Rianne van den Berg, Ivan Titov, and Max Welling.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Kipf, Peter Bloem, Rianne van den Berg, Ivan Titov, and Max Welling

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-10T22:28:23.393865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:28:23.393865Z digest=sha256:a2bed676f847ccf7416266988d13587a496038ae4376aca61067ac93afa081fd

Observation 95e8ff33-55ea-4c59-8b19-261dcf730f22 · outbound

This paper cites RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-10T22:28:23.399839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:28:23.399839Z digest=sha256:4810506913acbd7743a702bb40f897abae220a8160c7ba94f645b984c08f086d

Observation e845bfcc-99e1-4a1b-8ed2-8ccab0c953d9 · outbound

This paper cites Complex embeddings for simple link predic- tion.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Complex embeddings for simple link predic- tion

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:24.780134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:23.405971Z digest=sha256:0f32e60d65cc881a301d30f39a0e0561e607346bd309c1466e8b1dc0d4520ccc

Observation 54834240-1b58-4d72-b9d5-1bf1ba7bd479 · outbound

This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Gomez, Lukasz Kaiser, and Illia Polosukhin

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-10T22:28:23.411786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:28:23.411786Z digest=sha256:9154427c631a1c96fcd5b690a9c89926bf0054b2df5a23d90636664ddbcd3238

Observation d90bc47c-f318-4672-99d9-72f648eb4c70 · outbound

This paper cites Hamilton, Pietro Liò, Yoshua Bengio, and R Devon Hjelm.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Hamilton, Pietro Liò, Yoshua Bengio, and R Devon Hjelm

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-10T22:28:23.417761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:28:23.417761Z digest=sha256:ed6e877aabc686e16cba9acd723310e9fb3450b5cedea06515bbf1d09b7431a4

Observation 90eb26ba-d298-4db9-b1da-bf4a6d6832da · outbound

This paper cites Biokg: A knowl- edge graph for relational learning on biological data.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Biokg: A knowl- edge graph for relational learning on biological data

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:24.690879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:23.470659Z digest=sha256:e26491c1217b5267bcc99b8a1b731395e168ba16b8728aa6b91ed2c3a7bc4419

Observation 586b96de-b1d4-4288-a5d3-4808b0c6e9d4 · outbound

This paper cites Pre-trained language models in biomedical domain: A systematic survey.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Pre-trained language models in biomedical domain: A systematic survey

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-10T22:28:23.577592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 1d3f9446-a31b-4bc6-8188-6606ed136e70 · outbound

This paper cites Drug-drug interaction predictions via knowledge graph and text embedding: Instrument validation study.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Drug-drug interaction predictions via knowledge graph and text embedding: Instrument validation study

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:24.663444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 3f3f39f4-8b16-43d0-8dd1-f96dc99b6f5e · outbound

This paper cites Embedding entities and relations for learning and inference in knowl- edge bases, 2015.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Embedding entities and relations for learning and inference in knowl- edge bases, 2015

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:24.646652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 149d0e1b-c1ef-4ca1-b068-3a92ef404253 · outbound

This paper cites Knowledge graph contrastive learning for recommendation, 2022.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Knowledge graph contrastive learning for recommendation, 2022

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:24.551022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 6dd0e2e3-fb1c-4845-9df9-166d7770eec6 · outbound

This paper cites Graphsaint: Graph sampling based inductive learning method, 2020.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Graphsaint: Graph sampling based inductive learning method, 2020

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:24.422803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:23.712837Z digest=sha256:a10789942d69e6fd6649975ced8eda0d5c71e0be1d81b5815ddc396ac03e99ee

Observation a00b3158-ae53-4073-a099-17ac400aca7c · outbound

This paper cites KE-GCL: Knowledge enhanced graph contrastive learning for commonsense question answering, December 2022.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs KE-GCL: Knowledge enhanced graph contrastive learning for commonsense question answering, December 2022

Reference 39

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation c2f10016-9f18-4679-9b1b-0fcb95043db7 · outbound

This paper cites Native: Multi-modal knowledge graph completion in the wild.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Native: Multi-modal knowledge graph completion in the wild

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:24.362362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation d78e9b7e-29b9-4261-8b19-7ca1ba000e5d · outbound

This paper cites Llama beyond english: An empirical study on language capability transfer, 2024.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Llama beyond english: An empirical study on language capability transfer, 2024

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:24.219606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:23.728461Z digest=sha256:1d25ace3a39cc22553dea8c007c36d7f41e68080d7dc3bd09d174d19d8b86928

Observation d761bcd2-f501-4a74-beef-082942af056a · outbound

This paper cites an unresolved cited work.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:28:24.203350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:23.733627Z digest=sha256:5cedb8f367fac51e66e8abc63ac06a21c801353dcf78466fde27cebf786e23de

Observation 11d2151e-f658-45d9-a6ea-d300b7faeb0c · outbound

This paper cites Deep graph contrastive representation learning, 2020.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Deep graph contrastive representation learning, 2020

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:24.185632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:23.738764Z digest=sha256:e4ca63ea1d384feba51e4c69d14fd8d6d12a5a08e7494cce19b73771e08bdb51

Observation 9b0b8318-aeb4-4160-9e3f-9ddb916faca4 · outbound

This paper cites Modeling polypharmacy side effects with graph convolutional networks.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Modeling polypharmacy side effects with graph convolutional networks

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T22:28:24.170160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:23.804049Z digest=sha256:f5520230d7f3fbd5ec405ab2802e74d675ef9860fda72e3fec42d0459829234e

Observation 39e5d88f-d4d8-4156-9a68-4465f9315a97 · outbound

This paper cites an unresolved cited work.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Unresolved cited work

Reference 2011

Resolution
unresolved
no resolver link, observed 2026-08-10T22:28:23.068250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:28:23.068250Z digest=sha256:6a0501b58c9f950642c817c25ac410d17e9263de645f0918b426d74b8570f4d6

Observation 18d65fac-8115-472e-8fec-f5e7a8f2dacc · outbound

This paper cites an unresolved cited work.

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs Unresolved cited work

Reference 2024

Resolution
unresolved
raw_fallback, observed 2026-08-10T22:28:25.607335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-10T22:28:22.752908Z digest=sha256:35a3cc5ced52a1e0cecfbc4fbe0ede2db034d762a1d4d95a149f98eca1cb728f

Pith citing papers

Observation 1e73295c-349c-4b0d-a15e-f366eef63441 · inbound

PrimeKG-CL: A Continual Graph Learning Benchmark on Evolving Biomedical Knowledge Graphs cites this paper.

PrimeKG-CL: A Continual Graph Learning Benchmark on Evolving Biomedical Knowledge Graphs Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-12T06:06:25.928831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-12T04:36:18.378596Z digest=sha256:a00696898b3145cba2e71429ed43582fc431be67f04f1e278a2431ae334fffda