Paper Citation Record · LEDGER

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model

As of 22 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 1 inbound Pith citation observation for arXiv:2411.15500.

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

pith.paper-citation-record.v1
2411.15500 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

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measured 54 of 54 standing notices

One-hop event checks from named stored sources.

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measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-23T04:30:38.804702Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T04:32:33.127637Z

Reference resolution

53 of 53 outbound references displayed

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External citation measurements

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Outbound references

Observation 770cc5b2-a2d1-4e0d-a2c9-26faede5f706 · outbound

This paper cites In: Pro- ceedings of NAACL-HLT, pp.

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model In: Pro- ceedings of NAACL-HLT, pp

Reference 1

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Observation 07ec8313-21c8-4ad9-82bf-316b2b2d3ac9 · outbound

This paper cites Nature Machine Intelligence 3(12), 1033–1039 (2021).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Nature Machine Intelligence 3(12), 1033–1039 (2021)

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:59.882587Z

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Observation 895e4f47-fc8c-4d44-b6ce-ed811b6d56ca · outbound

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

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model ChemBERTa: Large-Scale Self-Supervised Pretraining for Molecular Property Prediction

Reference 3

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Observation d35d2613-3176-4093-a357-bd02c3fdc385 · outbound

This paper cites In: The Eleventh Inter- national Conference on Learning Representa- tions (2022).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model In: The Eleventh Inter- national Conference on Learning Representa- tions (2022)

Reference 4

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Observation ef948601-9907-4f4e-909d-6bbe09e6bdb1 · outbound

This paper cites OpenAI blog 1(8), 9 (2019).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model OpenAI blog 1(8), 9 (2019)

Reference 5

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Observation aa192657-5d83-4cdd-a5de-640f47826486 · outbound

This paper cites In: 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022 (2022).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model In: 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022 (2022)

Reference 6

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Observation df4d0744-1232-418b-8a85-7beabf355440 · outbound

This paper cites ChemLLM: A Chemical Large Language Model.

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model ChemLLM: A Chemical Large Language Model

Reference 7

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Observation a9fccff3-d1f5-4619-bd3f-f297fe275fac · outbound

This paper cites In: Proceedings of the 60th Annual Meeting of the Association for Computa- tional Linguistics (Volume 1: Long Papers), pp.

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model In: Proceedings of the 60th Annual Meeting of the Association for Computa- tional Linguistics (Volume 1: Long Papers), pp

Reference 8

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Observation 3c569bcb-70cf-4169-a664-b7f4253d36e1 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model LLaMA: Open and Efficient Foundation Language Models

Reference 9

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Observation 8ae5a65e-da01-4475-9e4c-c2cce2196744 · outbound

This paper cites Advances in neural information processing systems 35, 27730– 27744 (2022).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Advances in neural information processing systems 35, 27730– 27744 (2022)

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:59.818311Z

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Observation 9e70f3f2-6620-4df8-9cac-2742d04d5852 · outbound

This paper cites Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT Perspective.

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT Perspective

Reference 11

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Observation 8d2f7542-7c70-4b8e-bb1e-0c3a48485384 · outbound

This paper cites Akad´ emiai Nyomda, ??? (1976).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Akad´ emiai Nyomda, ??? (1976)

Reference 12

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Observation f2312ade-8243-438b-8881-bfcba388e464 · outbound

This paper cites SEMANTiCS (Posters, Demos, SuCCESS) 48(1-4), 2 (2016).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model SEMANTiCS (Posters, Demos, SuCCESS) 48(1-4), 2 (2016)

Reference 13

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Observation 2677f385-03b1-4704-9d2d-87054a3b47d1 · outbound

This paper cites In: Proceedings of the 58th Annual Meet- ing of the Association for Computational Linguistics, pp.

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model In: Proceedings of the 58th Annual Meet- ing of the Association for Computational Linguistics, pp

Reference 14

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Observation 6ca8d2a4-ab11-4e20-b34f-062b238f3f80 · outbound

This paper cites In: The Eleventh International Conference on Learning Representations (2022).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model In: The Eleventh International Conference on Learning Representations (2022)

Reference 15

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Observation 84ecc65d-68a4-4314-a695-276fb53845e3 · outbound

This paper cites IEEE/ACM Transactions on Audio, Speech, and Language Processing 29, 3504–3514 (2021).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model IEEE/ACM Transactions on Audio, Speech, and Language Processing 29, 3504–3514 (2021)

Reference 16

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Observation b5c22976-e558-4cab-b7ad-fbad771057e3 · outbound

This paper cites In: Findings of the Association for Computa- tional Linguistics: EMNLP 2020, pp.

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model In: Findings of the Association for Computa- tional Linguistics: EMNLP 2020, pp

Reference 17

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Observation 052f7157-5861-4861-aa2c-fe5b94185742 · outbound

This paper cites In: Proceedings of the 2022 5th International Conference on Algorithms, Computing and Artificial Intelli- gence, pp.

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model In: Proceedings of the 2022 5th International Conference on Algorithms, Computing and Artificial Intelli- gence, pp

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:59.715495Z

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Observation c6c2e459-50ed-43ff-a449-446a041e44a2 · outbound

This paper cites Advances in neural informa- tion processing systems 32 (2019).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Advances in neural informa- tion processing systems 32 (2019)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:59.701521Z

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Observation b0e23867-9701-43bc-acf9-a4101e5c3b93 · outbound

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MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Unresolved cited work

Reference 20

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Observation 0df6cfd1-127e-489d-a305-ad5c20466d5c · outbound

This paper cites Advanced drug delivery reviews 64, 4–17 (2012).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Advanced drug delivery reviews 64, 4–17 (2012)

Reference 21

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Observation 343b0f3e-0ee1-465e-8b96-7c3a9dc9993a · outbound

This paper cites In: International Confer- ence on Machine Learning, pp.

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model In: International Confer- ence on Machine Learning, pp

Reference 22

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Observation 4239f3b0-8e20-43ba-886a-fd48c01b2349 · outbound

This paper cites In: Interna- tional Conference on Learning Representa- tions (2018).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model In: Interna- tional Conference on Learning Representa- tions (2018)

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:59.647435Z

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Observation d3a01e50-b920-4c96-acdf-3bb525fe0dba · outbound

This paper cites Nature com- munications 12(1), 3521 (2021).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Nature com- munications 12(1), 3521 (2021)

Reference 24

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Observation 34bb5392-63ac-4033-93b2-5fdbd569da60 · outbound

This paper cites Chemical science 9(2), 513–530 (2018).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Chemical science 9(2), 513–530 (2018)

Reference 25

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This paper cites Journal of chemical information and modeling 58(2), 520–531 (2018).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Journal of chemical information and modeling 58(2), 520–531 (2018)

Reference 26

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Observation e62f3865-716c-44fa-a319-fd50dc9901e8 · outbound

This paper cites Journal of chemical information and modeling 47(6), 2140–2148 (2007).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Journal of chemical information and modeling 47(6), 2140–2148 (2007)

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:59.599099Z

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Observation 3de9805c-927c-4775-959f-3d68dd69eb50 · outbound

This paper cites Journal of computational chemistry 31(2), 455–461 14 (2010).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Journal of computational chemistry 31(2), 455–461 14 (2010)

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:59.584856Z

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Observation a2269df9-d4f3-4f9b-b9bd-79274f809eb8 · outbound

This paper cites 0: New docking methods, expanded force field, and python bindings.

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model 0: New docking methods, expanded force field, and python bindings

Reference 29

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Observation 182485d2-188b-4e17-a559-3e677e655975 · outbound

This paper cites PloS one 11(5), 0155183 (2016).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model PloS one 11(5), 0155183 (2016)

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:59.554162Z

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Observation 5baea796-42d4-4662-abe2-15edaeb5e1dc · outbound

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Reference 31

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Observation e6b520f4-963c-4ed6-9923-e1077b0dc67c · outbound

This paper cites Journal of Cheminformatics 12(1), 56 (2020).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Journal of Cheminformatics 12(1), 56 (2020)

Reference 32

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This paper cites In: Proceedings of the AAAI Conference on Artificial Intelligence, vol.

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model In: Proceedings of the AAAI Conference on Artificial Intelligence, vol

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:59.514587Z

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Observation ead23012-72a1-4c7e-94bf-375547837b33 · outbound

This paper cites Chemosphere 179, 49–56 (2017).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Chemosphere 179, 49–56 (2017)

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:59.500972Z

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Observation b6f50289-c571-47fc-9f89-2f72b4ca8bff · outbound

This paper cites Journal of machine learning research 9(11) (2008).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Journal of machine learning research 9(11) (2008)

Reference 35

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Observation d9634456-57a5-4518-bc85-78e879f1ece9 · outbound

This paper cites Reviews in computational chemistry, 367–422 (1991).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Reviews in computational chemistry, 367–422 (1991)

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:59.478723Z

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Observation aa6f34b6-0305-4cb7-949a-b40e9222a766 · outbound

This paper cites Journal of Molecular Graphics and Mod- elling 18(4-5), 464–477 (2000).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Journal of Molecular Graphics and Mod- elling 18(4-5), 464–477 (2000)

Reference 37

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Observation 64d1dc21-ea0a-4f6a-83a3-1de3239c0205 · outbound

This paper cites In: The Eleventh International Conference on Learning Repre- sentations (2022).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model In: The Eleventh International Conference on Learning Repre- sentations (2022)

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:59.450843Z

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Observation d251961a-939a-4ebe-90e4-7d62b914477b · outbound

This paper cites Hallucination is Inevitable: An Innate Limitation of Large Language Models.

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Hallucination is Inevitable: An Innate Limitation of Large Language Models

Reference 39

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Observation 317ee06e-ce32-48b7-8136-cd772156dec9 · outbound

This paper cites Advances in neural information processing systems 33, 1877–1901 (2020).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Advances in neural information processing systems 33, 1877–1901 (2020)

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-12T14:17:59.118993Z

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Observation bf5a033d-eb0a-4e08-9a6a-25967d5d4ab4 · outbound

This paper cites In: The Eleventh International Conference on Learning Repre- sentations (2022).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model In: The Eleventh International Conference on Learning Repre- sentations (2022)

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:59.428432Z

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Observation 7ce07869-06a7-434c-b682-2c4d8455070d · outbound

This paper cites Advances in Neural Information Processing Systems 36 (2024).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Advances in Neural Information Processing Systems 36 (2024)

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:59.414507Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 122df49b-969b-4ef6-9ce5-45b286432344 · outbound

This paper cites Advances in Neural Information Processing Systems 32 (2019).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Advances in Neural Information Processing Systems 32 (2019)

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:59.401140Z

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Observation 68187206-5b2f-4ee5-8fd2-728c4a347eec · outbound

This paper cites GLU Variants Improve Transformer.

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model GLU Variants Improve Transformer

Reference 44

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Observation 00a6dd98-2f5a-4a67-82ce-77da0c2c4e8f · outbound

This paper cites Neurocom- puting 568, 127063 (2024).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Neurocom- puting 568, 127063 (2024)

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:59.387648Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 08d25d3c-92fb-48a5-b54c-ab0b551568cb · outbound

This paper cites Searching for Activation Functions.

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Searching for Activation Functions

Reference 46

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Observation f660b6ef-62d0-49f3-9e66-19ab41a26302 · outbound

This paper cites Journal of chemi- cal information and computer sciences 42(6), 1273–1280 (2002).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Journal of chemi- cal information and computer sciences 42(6), 1273–1280 (2002)

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:59.373980Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e294fdd5-6de8-4453-aa32-81902d160c95 · outbound

This paper cites comparison with other descriptors.

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model comparison with other descriptors

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:59.359367Z

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation feaed7ca-b1cf-4721-8aaf-d80abec25a14 · outbound

This paper cites Journal of chemical information and modeling 50(5), 742–754 (2010).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Journal of chemical information and modeling 50(5), 742–754 (2010)

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-12T14:17:59.155162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98d57cfc-ce7c-402d-ab6e-9c4c5992baed · outbound

This paper cites Journal of chemical information and modeling 46(5), 1924–1936 (2006).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Journal of chemical information and modeling 46(5), 1924–1936 (2006)

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:59.338508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b812f923-9529-48d7-a8c4-ca4d1a4934b7 · outbound

This paper cites Nucleic acids research 37(suppl 2), 623–633 (2009).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Nucleic acids research 37(suppl 2), 623–633 (2009)

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:59.326085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 90acf1d6-69bf-46e8-98f8-fb477428e597 · outbound

This paper cites Greg Landrum 8(31.10), 5281 (2013).

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Greg Landrum 8(31.10), 5281 (2013)

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T14:17:59.312357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 910b395c-c2b3-4bc2-a906-40a69d7f3dea · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-12T14:17:59.170902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 3edf0bb3-265c-4166-9da7-d732c860d313 · inbound

Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning cites this paper.

Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model

Reference 205

Resolution: verified exact; arxiv_id, observed 2026-05-23T04:32:33.130720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.