Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T18:43:34.178697Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T07:49:39.314697Z
0 of 0 outbound references displayed
External citation measurements
No source-named external measurement is stored.
No outbound reference observations are available for this paper version.
Observation 2ef574c4-8c7a-4756-afc7-e3aa4de430eb · inbound
A Comprehensive Review of Protein Language Models Deciphering antibody affinity maturation with language models and weakly supervised learning
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f483ecf6-29c7-492e-a2dc-72f31d561e31 · inbound
Steering Protein Family Design through Profile Bayesian Flow Deciphering antibody affinity maturation with language models and weakly supervised learning
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b31759f-5766-4b76-9f6d-c3f9bc0b2d70 · inbound
AffinityFlow: Guided Flows for Antibody Affinity Maturation Deciphering antibody affinity maturation with language models and weakly supervised learning
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cfa45003-bb9c-43b5-aae4-cea9f5cc559d · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21c10a51-ad74-4b21-8e2e-371d505643fd · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e43c58f3-1575-4603-b057-1379bd372f26 · inbound
Conditionally Site-Independent Neural Evolution of Antibody Sequences Deciphering antibody affinity maturation with language models and weakly supervised learning
Reference 2022
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation afdd4330-6f47-492a-bdbe-268e8a5ced4a · inbound
Biologically-Grounded Multi-Encoder Architectures as Developability Oracles for Antibody Design Deciphering antibody affinity maturation with language models and weakly supervised learning
Reference 23
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.
Observation 007eb5df-1c4c-4ed8-b52e-21cf93482dee · inbound
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
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.
Observation 012e9f93-c338-4ff0-8346-13a931d41424 · inbound
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
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.
Observation 5aa7da07-f45d-4a5c-a27b-ce69b73051cf · inbound
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
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.
Observation 7a64efe5-b05d-4fe3-b739-a9b32e344ff6 · inbound
ConTact: Contact-First Antibody CDR Design via Explicit Interface Reasoning Deciphering antibody affinity maturation with language models and weakly supervised learning
Reference 243
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.
Observation a16eb5c7-f797-4eff-b397-15e5f7676dce · inbound
AgForce Enables Antigen-conditioned Generative Antibody Design Deciphering antibody affinity maturation with language models and weakly supervised learning
Reference 241
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.
Observation 8bdc8b66-f926-4cd2-86ce-70f2ea306a7b · inbound
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
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.
Observation 94cd83d0-13e8-43dd-92e8-026c96611d70 · inbound
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
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.
Observation 7b110360-613d-43c7-922c-c2c2a864702c · inbound
Surveying the adaptive landscapes of 10,000 antibodies Deciphering antibody affinity maturation with language models and weakly supervised learning
Reference 21
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.
Observation bb588c45-ad74-4449-b3e9-ab436700064f · inbound
Antigen-specific Antibody Multi-modal Foundation Model for Functional Antibody Design Deciphering antibody affinity maturation with language models and weakly supervised learning
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.