Paper Citation Record · LEDGER

SIGMA: Semantic Identifier Grouping for Molecular Autoregression

As of 9 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2603.25062.

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

pith.paper-citation-record.v1
2603.25062 v2

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T05:46:03.922150Z

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 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

16 of 16 outbound references displayed

verified exact0
verified fuzzy0
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 110dc180-00d9-47d5-bffa-1382cc6ca402 · outbound

This paper cites an unresolved cited work.

SIGMA: Semantic Identifier Grouping for Molecular Autoregression Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T05:46:03.922150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7d9aca3-5598-41f8-a41e-ae2c816cba16 · outbound

This paper cites Molecular representation learning with language models and domain-relevant auxiliary tasks.

SIGMA: Semantic Identifier Grouping for Molecular Autoregression Molecular representation learning with language models and domain-relevant auxiliary tasks

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T05:46:02.930024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41ccb4f3-9e7e-476d-9067-c77af8587768 · outbound

This paper cites Lost in translation: Chemical language models and the misunderstanding of molecule structures.

SIGMA: Semantic Identifier Grouping for Molecular Autoregression Lost in translation: Chemical language models and the misunderstanding of molecule structures

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T05:46:03.056550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcd3785c-ad4a-4999-9f93-9f9edb8f4977 · outbound

This paper cites SMILES Transformer: Pre-trained Molecular Fingerprint for Low Data Drug Discovery.

SIGMA: Semantic Identifier Grouping for Molecular Autoregression SMILES Transformer: Pre-trained Molecular Fingerprint for Low Data Drug Discovery

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T05:46:03.162622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2533a4a-f4c6-4489-880f-1f6b19e3978f · outbound

This paper cites Strategies for Pre-training Graph Neural Networks.

SIGMA: Semantic Identifier Grouping for Molecular Autoregression Strategies for Pre-training Graph Neural Networks

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T05:46:03.263683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38fbc45c-cc0c-4363-9d2a-bb83613efe4c · outbound

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

SIGMA: Semantic Identifier Grouping for Molecular Autoregression RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T05:46:03.501872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bd67490-6724-4a47-863d-f15c47b6c041 · outbound

This paper cites GraphAF: a Flow-based Autoregressive Model for Molecular Graph Generation.

SIGMA: Semantic Identifier Grouping for Molecular Autoregression GraphAF: a Flow-based Autoregressive Model for Molecular Graph Generation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T05:46:03.639361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70d74fa0-3b90-45ba-85ca-a54952af6532 · outbound

This paper cites Mistral 7B.

SIGMA: Semantic Identifier Grouping for Molecular Autoregression Mistral 7B

Reference 2005

Resolution: unresolved; no resolver link, observed 2026-08-04T05:46:03.357724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48d0a345-cfac-4e11-b4e3-25756c89fabb · outbound

This paper cites TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning.

SIGMA: Semantic Identifier Grouping for Molecular Autoregression TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-04T05:46:03.727732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa80700f-7024-4c2f-8885-5bb1eb9ee4c6 · outbound

This paper cites ChemCrow: Augmenting large-language models with chemistry tools.

SIGMA: Semantic Identifier Grouping for Molecular Autoregression ChemCrow: Augmenting large-language models with chemistry tools

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-04T05:46:02.660443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 940d5b7e-9e10-47bf-819c-640d4b278823 · outbound

This paper cites an unresolved cited work.

SIGMA: Semantic Identifier Grouping for Molecular Autoregression Unresolved cited work

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-04T05:46:02.424883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b288f1f6-a98c-4b09-b8b1-9c5f6c8ae38a · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for lan- guage understanding.

SIGMA: Semantic Identifier Grouping for Molecular Autoregression Bert: Pre-training of deep bidirectional transformers for lan- guage understanding

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-04T05:46:02.807825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e9953b6-b232-4f70-a86a-10fb861a415a · outbound

This paper cites SMILES Enumeration as Data Augmentation for Neural Network Modeling of Molecules.

SIGMA: Semantic Identifier Grouping for Molecular Autoregression SMILES Enumeration as Data Augmentation for Neural Network Modeling of Molecules

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-04T05:46:02.573804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e7cbfc6-179a-4ed1-a3a0-76c15df8e8cc · outbound

This paper cites Learning-Order Autoregressive Models with Application to Molecular Graph Generation.

SIGMA: Semantic Identifier Grouping for Molecular Autoregression Learning-Order Autoregressive Models with Application to Molecular Graph Generation

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-04T05:46:03.844443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57cb0530-4723-493c-bfb6-66d53fa39a6d · outbound

This paper cites ChemBERTa: Large-Scale Self-Supervised Pretraining for Molecular Property Prediction.

SIGMA: Semantic Identifier Grouping for Molecular Autoregression ChemBERTa: Large-Scale Self-Supervised Pretraining for Molecular Property Prediction

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-04T05:46:02.737292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1fd868d-3c8a-44d9-8abf-f53c188cfae8 · outbound

This paper cites Druggpt: a gpt-based strategy for designing potential ligands targeting specific proteins.bioRxiv, pp.

SIGMA: Semantic Identifier Grouping for Molecular Autoregression Druggpt: a gpt-based strategy for designing potential ligands targeting specific proteins.bioRxiv, pp

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-04T05:46:03.443659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.