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Paper Citation Record · LEDGER

Deciphering antibody affinity maturation with language models and weakly supervised learning

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 16 inbound Pith citation observations for arXiv:2112.07782.

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

pith.paper-citation-record.v1
2112.07782 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T18:43:34.178697Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T07:49:39.314697Z

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

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Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 2ef574c4-8c7a-4756-afc7-e3aa4de430eb · inbound

A Comprehensive Review of Protein Language Models cites this paper.

A Comprehensive Review of Protein Language Models Deciphering antibody affinity maturation with language models and weakly supervised learning

Reference 58

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unresolved
no resolver link, observed 2026-08-08T18:43:34.178697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:43:34.178697Z digest=sha256:776fdf5953db44c6dd948780134874ee6dd925bbc6dccc351349541e629618f9

Observation f483ecf6-29c7-492e-a2dc-72f31d561e31 · inbound

Steering Protein Family Design through Profile Bayesian Flow cites this paper.

Steering Protein Family Design through Profile Bayesian Flow Deciphering antibody affinity maturation with language models and weakly supervised learning

Reference 40

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no resolver link, observed 2026-08-08T12:02:09.068166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T12:02:09.068166Z digest=sha256:10e71378ce467972883c2fa33651bee1c1f9ffdf3fb4f31fa17dcc1e1342bbb7

Observation 6b31759f-5766-4b76-9f6d-c3f9bc0b2d70 · inbound

AffinityFlow: Guided Flows for Antibody Affinity Maturation cites this paper.

AffinityFlow: Guided Flows for Antibody Affinity Maturation Deciphering antibody affinity maturation with language models and weakly supervised learning

Reference 57

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no resolver link, observed 2026-08-07T18:32:14.703930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T18:32:14.703930Z digest=sha256:2d60c9455c3570ed160d66103cf97ef1737fae9cd526524272f671fcbc5884ee

Observation cfa45003-bb9c-43b5-aae4-cea9f5cc559d · inbound

Antibody Design and Optimization with Multi-scale Equivariant Graph Diffusion Models for Accurate Complex Antigen Binding cites this paper.

Antibody Design and Optimization with Multi-scale Equivariant Graph Diffusion Models for Accurate Complex Antigen Binding Deciphering antibody affinity maturation with language models and weakly supervised learning

Reference 2011

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no resolver link, observed 2026-08-06T22:41:05.522955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:41:05.522955Z digest=sha256:dd9cbc740e787ee3bdb36db646f47844cd4e9a19b01043f69f04ac1255ae4155

Observation 21c10a51-ad74-4b21-8e2e-371d505643fd · inbound

Sequence-based protein-protein interaction prediction and its applications in drug discovery cites this paper.

Sequence-based protein-protein interaction prediction and its applications in drug discovery Deciphering antibody affinity maturation with language models and weakly supervised learning

Reference 167

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no resolver link, observed 2026-08-06T14:02:48.848998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:02:48.848998Z digest=sha256:d215e22e071ba29004602025a666b3e314a051fdbd47c9582fb6a0452cfaa0d1

Observation e43c58f3-1575-4603-b057-1379bd372f26 · inbound

Conditionally Site-Independent Neural Evolution of Antibody Sequences cites this paper.

Conditionally Site-Independent Neural Evolution of Antibody Sequences Deciphering antibody affinity maturation with language models and weakly supervised learning

Reference 2022

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no resolver link, observed 2026-08-02T21:50:56.244033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T21:50:56.244033Z digest=sha256:dad2a6e2bc5efde9966aaf4922ed6bae217457d218b573f36dfece30925cddf5

Observation afdd4330-6f47-492a-bdbe-268e8a5ced4a · inbound

Biologically-Grounded Multi-Encoder Architectures as Developability Oracles for Antibody Design cites this paper.

Biologically-Grounded Multi-Encoder Architectures as Developability Oracles for Antibody Design Deciphering antibody affinity maturation with language models and weakly supervised learning

Reference 23

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verified exact
arxiv_id, observed 2026-05-11T09:05:58.984828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-10T16:16:35.908240Z digest=sha256:9158d43b7c21356725b6b09b95026b5909b1664deb0d6e9f853ae6464f2e0de1

Observation 007eb5df-1c4c-4ed8-b52e-21cf93482dee · inbound

AbLWR:A Context-Aware Listwise Ranking Framework for Antibody-Antigen Binding Affinity Prediction via Positive-Unlabeled Learning cites this paper.

AbLWR:A Context-Aware Listwise Ranking Framework for Antibody-Antigen Binding Affinity Prediction via Positive-Unlabeled Learning Deciphering antibody affinity maturation with language models and weakly supervised learning

Reference 5

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verified exact
arxiv_id, observed 2026-05-11T09:26:01.854843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-10T16:01:20.765403Z digest=sha256:3285f568fb6bb97e1cbbe8ed4c726dabcedb8f8f3f023daaa7c3d448ad4ca24e

Observation 012e9f93-c338-4ff0-8346-13a931d41424 · inbound

Conditional generation of antibody sequences with classifier-guided germline-absorbing discrete diffusion cites this paper.

Conditional generation of antibody sequences with classifier-guided germline-absorbing discrete diffusion Deciphering antibody affinity maturation with language models and weakly supervised learning

Reference 38

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verified exact
arxiv_id, observed 2026-05-11T04:55:57.696492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-11T00:59:24.591746Z digest=sha256:c67bf1c61437b54fb9c32e02a2d57ff10c08bbd52d9b667fb39530244e4e14f4

Observation 5aa7da07-f45d-4a5c-a27b-ce69b73051cf · inbound

EvoStruct: Bridging Evolutionary and Structural Priors for Antibody CDR Design via Protein Language Model Adaptation cites this paper.

EvoStruct: Bridging Evolutionary and Structural Priors for Antibody CDR Design via Protein Language Model Adaptation Deciphering antibody affinity maturation with language models and weakly supervised learning

Reference 243

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verified exact
arxiv_id, observed 2026-05-21T05:09:38.651186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-21T05:06:06.626303Z digest=sha256:dcea919d265fb34e8df757f0d8dfb83e1e20bb237485c032516514cb1be91fc8

Observation 7a64efe5-b05d-4fe3-b739-a9b32e344ff6 · inbound

ConTact: Contact-First Antibody CDR Design via Explicit Interface Reasoning cites this paper.

ConTact: Contact-First Antibody CDR Design via Explicit Interface Reasoning Deciphering antibody affinity maturation with language models and weakly supervised learning

Reference 243

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verified exact
arxiv_id, observed 2026-05-22T09:31:22.608675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-22T09:29:45.993792Z digest=sha256:3c113211e23be70e69e45adc16fa2bab5b63455dadc1727fb70f76b971ec17cd

Observation a16eb5c7-f797-4eff-b397-15e5f7676dce · inbound

AgForce Enables Antigen-conditioned Generative Antibody Design cites this paper.

AgForce Enables Antigen-conditioned Generative Antibody Design Deciphering antibody affinity maturation with language models and weakly supervised learning

Reference 241

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verified exact
arxiv_id, observed 2026-05-22T09:21:20.445951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-22T09:21:17.324165Z digest=sha256:3d11b0e212b52af43cf3aa336722b145cef5f91bb7b56b66b1a044595174317c

Observation 8bdc8b66-f926-4cd2-86ce-70f2ea306a7b · inbound

Computational Modeling of Antibody-Antigen Complexes: PLM-Based and MSA-Based Approaches cites this paper.

Computational Modeling of Antibody-Antigen Complexes: PLM-Based and MSA-Based Approaches Deciphering antibody affinity maturation with language models and weakly supervised learning

Reference 89

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verified exact
arxiv_id, observed 2026-06-29T10:03:17.403055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-29T09:41:52.883640Z digest=sha256:70c5604f42b924a328f6d091149362f1f1039357aa2651ae3fd0f916607735a7

Observation 94cd83d0-13e8-43dd-92e8-026c96611d70 · inbound

EpiFormer: Learning Antigen-Antibody Interactions for Epitope Prediction via Geometric Deep Learning cites this paper.

EpiFormer: Learning Antigen-Antibody Interactions for Epitope Prediction via Geometric Deep Learning Deciphering antibody affinity maturation with language models and weakly supervised learning

Reference 215

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verified exact
arxiv_id, observed 2026-07-02T07:06:44.070001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-28T07:12:15.396602Z digest=sha256:342b13832ec08afb3fd765953a832d86a6bbbc11be836999cce031a3297ac0d8

Observation 7b110360-613d-43c7-922c-c2c2a864702c · inbound

Surveying the adaptive landscapes of 10,000 antibodies cites this paper.

Surveying the adaptive landscapes of 10,000 antibodies Deciphering antibody affinity maturation with language models and weakly supervised learning

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-07-04T07:49:39.316111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation bb588c45-ad74-4449-b3e9-ab436700064f · inbound

Antigen-specific Antibody Multi-modal Foundation Model for Functional Antibody Design cites this paper.

Antigen-specific Antibody Multi-modal Foundation Model for Functional Antibody Design Deciphering antibody affinity maturation with language models and weakly supervised learning

Reference 51

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no resolver link, observed 2026-08-01T10:59:17.254050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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