Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-22T05:27:01.285624Z
Paper Citation Record · LEDGER
As of 6 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:2605.22287.
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, observed 2026-05-22T05:27:01.285624Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
58 of 58 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation ac3a9c4d-eaa0-4672-b327-bbb44c4fb73a · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules ChemBERTa-2: Towards Chemical Foundation Models
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5ba7546b-3d5f-43cc-bcce-739b1acb6739 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Intern-s1: A scientific multimodal foundation model
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 089d2812-eecf-4633-b437-e8da81cf6380 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Meteor: An automatic metric for mt evaluation with improved correlation with human judgments
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 36d9fd2f-bb0b-4620-aa73-316128dbb470 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Boiko, Robert MacKnight, and Gabe Gomes
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d1f3c5bd-e779-46d8-a621-c52a570d2a94 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Bran, Sam Cox, Oliver Schilter, Carlo Baldassari, Andrew D
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 80927ab1-6dd9-46d6-af55-0067e589f9b4 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules ChemCrow: Augmenting large-language models with chemistry tools
Reference 6
Source-reported events for the cited work
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Observation afdac4ad-fee7-4fe2-94f0-24b0d4cfff9e · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules LDMol: A Text-to-Molecule Diffusion Model with Structurally Informative Latent Space Surpasses AR Models
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 082c2c8a-7d5b-4442-9de7-443bdd22740d · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules A simple framework for contrastive learning of visual representations
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7b0e76d5-cf8c-40a9-afd9-ecfef0f5ce9e · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Translation between Molecules and Natural Language
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 92b72128-3104-4b70-8351-a70fc9f60f3b · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Grzybowski, Ying Diao, Jiawei Han, Ge Liu, Hao Peng, Martin D
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 34bf61a8-4abe-4ba4-acfa-49185f2aff6e · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c8b6c0cf-031d-43a4-a569-3ee99a5370ca · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Measuring Massive Multitask Language Understanding
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 48447c9b-7ef2-408a-be0d-5769a33c7535 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Denoising diffusion probabilistic models
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 82b20c52-aadc-4079-9c68-11dcd9310953 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Equivariant diffusion for molecule generation in 3d
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b29b4ab2-92eb-4a8a-a00d-3f9e862c4289 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules GPT-4o System Card
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fbd1c819-b35c-4129-b54b-2eeeecdbead8 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Chemformer: A pre-trained transformer for computational chemistry.Machine Learning: Science and Technology, 3(1):015022
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3608cd4c-fc1d-49e8-acc6-e0f0c7b7564c · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Cumulated gain- based evaluation of ir techniques.ACM Transactions on Information Systems (TOIS), 20(4):422–446
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 425cb60f-905d-40a0-bbe4-f5e6d7501a89 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Junction tree variational autoencoder for molecular graph generation
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ea1a3e79-d4fa-48f4-9f9c-ad093b977b3f · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Unresolved cited work
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation aedf0b22-490a-4bc6-b8ab-71937311c733 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules The open reaction database.Journal of the American Chemical Society, 143(45):18820–18826
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2ee41c60-06a0-4971-835a-e70307b79dda · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Semi-Supervised Classification with Graph Convolutional Networks
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ece5e4a1-609a-45ff-be9c-502315d5d765 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Directional message passing for molecular graphs
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a19cf3fc-2f4b-4847-af4d-4ac85448e540 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules SELFIES and the future of molecular string representations.Patterns, 1(9):100099
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 95a222e9-11dc-4f87-b41d-bfb1862be516 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Rdkit documentation.Release, 1(1-79): 4
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d3c6bbd6-b7aa-4ec4-be88-c2b11f8cf716 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Towards 3D Molecule-Text Interpretation in Language Models
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 173bf016-16b7-4b1d-aa6a-2e86e9be0168 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Drugr: Optimizing molecular drugs through llm-based explicit reasoning
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 702fa8fc-25d5-432a-a30b-cec1bdc635c9 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules GIT-Mol: A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7123abbd-12d5-42ca-884c-ac8100984a26 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Multi-modal molecule structure– text model for text-based retrieval and editing.Nature Machine Intelligence, 5(12):1447–1457
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 653bf637-c890-4907-b46c-1d3e005167e8 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Molca: Molecular graph-language modeling with cross-modal projector and uni-modal adapter
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f41b15f0-9039-4292-8854-2b99ba3c0ade · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules MolFM: A Multimodal Molecular Foundation Model
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1e4e8540-26c2-4f65-93da-a95177be6b0b · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules A framework for evaluating the chemical knowledge and reasoning abilities of large language models against the expertise of chemists.Nature Chemistry, 17:1027–1034, 13
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e0a40adb-8092-4c84-84bf-ced421a890ac · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Elbeheiry, María Victoria Gil, Christina Glaubitz, Maximilian Greiner, Caroline T
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation de377430-84f0-43ed-bf29-f2a987f6777b · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Nemotron-cc: Transforming common crawl into a refined long-horizon pretraining dataset
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 923e2be9-401a-4b7b-9e5d-bab99b880e7e · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules SMolInstruct.https: //huggingface.co/datasets/osunlp/ SMolInstruct
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5068cb61-0606-4da4-acc8-a079d61e3de7 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Scalable diffusion models with transformers
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4b9be630-128a-4dc0-9023-77dc7189bf7c · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 89eacde4-be36-43bf-bb7f-44aa505c8233 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules E(n) equivariant graph neural networks
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 45a830f4-9012-4f05-a022-bf874a12f4d3 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Sch ¨utt, Huziel E
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f3eb3aad-e012-46d7-9f1b-300f6ca15c36 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Sch ¨utt, Oliver T
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b1b24508-9640-4904-9e8f-7a668c206835 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules OpenAI GPT-5 System Card
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f0346bf3-5422-45c1-9800-b6e5686506e6 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a7a1486f-4d86-4532-b67b-099a27b4208c · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules MatterChat: A Multi-Modal LLM for Material Science
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f511ae46-ba9c-4315-9959-17e27c492632 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Galactica: A Large Language Model for Science
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 75d1ba9e-975c-41af-a966-7972408e321c · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules DiGress: Discrete denoising diffusion for graph generation
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d2b39101-57e9-406a-b13b-92cf833666a5 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules MiDi: Mixed graph and 3d denoising diffusion for molecule generation
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e005b958-4ecd-49d1-b735-2699810852ae · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules SMILES-BERT: Large scale unsupervised pre- training for molecular property prediction
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation dc893db7-2b29-4958-921e-4d8291eb291b · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Molecular contrastive learning of representations via graph neural networks.Nature Machine Intelligence, 4(3):279–287
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 254a2c8f-b382-4d95-8569-cb35d0f65bde · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Moleculenet: a benchmark for molecular machine learning.Chemical science, 9(2):513–530
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ba8b15d2-161c-451a-a6b9-4e531f585fc5 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules How Powerful are Graph Neural Networks?
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7aff716f-69b2-4c82-982c-cf800368dfc3 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules GeoDiff: A geometric diffusion model for molecular conformation generation
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b619844c-f5cc-464a-b4a2-cd532d82bfec · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Geometric latent diffusion models for 3d molecule generation
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5d810aa7-6f1d-40ff-8ecc-09e2b30ad857 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Qwen3 Technical Report
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 716ac10c-b350-4dfc-8a46-37894f2a4452 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Do transformers really perform bad for graph representation? In Advances in Neural Information Processing Systems
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 977f64a8-e181-4990-b792-717500bfc08b · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules LlaSMol: Advancing Large Language Models for Chemistry with a Large-Scale, Comprehensive, High-Quality Instruction Tuning Dataset
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3b5baa3a-085b-4c7f-973b-7886b2bacaff · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules MoFlow: An invertible flow model for generating molecular graphs
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d9585885-fa89-4116-a98a-8f6672692339 · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules ChatMol: Interactive molecular discovery with natural language.Bioinformatics, 40(9): btae534
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5e9b08b3-afae-4067-9ee1-819f0aedcded · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules ChemLLM: A Chemical Large Language Model
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fb49b8e3-51fc-4303-bfc1-10bf767d68fc · outbound
SciCore-Mol: Augmenting Large Language Models with Pluggable Molecular Cognition Modules Uni-Mol: A universal 3d molecular representation learning framework
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
No inbound Pith citation observations are available.