Paper Citation Record · LEDGER

ChemMLLM: Chemical Multimodal Large Language Model

As of 21 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 8 inbound Pith citation observations for arXiv:2505.16326.

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

pith.paper-citation-record.v1
2505.16326 v2

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:06:08.381604Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:50:56.596392Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T15:48:35.045124Z

Reference resolution

58 of 58 outbound references displayed

verified exact1
verified fuzzy8
unresolved49
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cc31a208-4d65-4f99-b432-e207ed0c8f16 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

ChemMLLM: Chemical Multimodal Large Language Model , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:03.999912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 703f5abf-3d15-4c48-98c5-1fc61381051d · outbound

This paper cites write newline.

ChemMLLM: Chemical Multimodal Large Language Model write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:04.080796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73c87c79-8445-4673-924d-e5bcdbb80462 · outbound

This paper cites Flamingo: a Visual Language Model for Few-Shot Learning.

ChemMLLM: Chemical Multimodal Large Language Model Flamingo: a Visual Language Model for Few-Shot Learning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:04.134589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49eecf99-8f11-4ff4-b039-404f1438c400 · outbound

This paper cites D.; and Weininger, D.

ChemMLLM: Chemical Multimodal Large Language Model D.; and Weininger, D

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:09.265518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b0909731-4b32-4772-bf19-a2bbf15e6565 · outbound

This paper cites OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models.

ChemMLLM: Chemical Multimodal Large Language Model OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:04.304585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e4e1427-1e1a-4eca-bd78-3d8c6f0a2e51 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

ChemMLLM: Chemical Multimodal Large Language Model Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:04.343241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4696486-1519-4a4c-997c-24fdb7974a6b · outbound

This paper cites O'Reilly Media, Inc.

ChemMLLM: Chemical Multimodal Large Language Model O'Reilly Media, Inc

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:09.252794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 15d52f52-05ae-4202-a00e-311f3a2c87d9 · outbound

This paper cites InternLM2 Technical Report.

ChemMLLM: Chemical Multimodal Large Language Model InternLM2 Technical Report

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:04.556142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44c9c792-6efb-4398-8b9f-27e32b0f8136 · outbound

This paper cites InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery.

ChemMLLM: Chemical Multimodal Large Language Model InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:04.638015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae39fdd8-cff7-4077-b419-3530ec748c9a · outbound

This paper cites InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks.

ChemMLLM: Chemical Multimodal Large Language Model InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:04.709924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d65c3560-d5b9-40c6-86d0-cd6fb011c55c · outbound

This paper cites Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation.

ChemMLLM: Chemical Multimodal Large Language Model Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:04.762419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14158409-09b6-4dbb-9b84-8b3a346e0a96 · outbound

This paper cites W.; Sutton, C.; Gehrmann, S.; et al.

ChemMLLM: Chemical Multimodal Large Language Model W.; Sutton, C.; Gehrmann, S.; et al

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:04.856682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1642ed8-8550-445c-96c0-212127666e57 · outbound

This paper cites MolGenSurvey: A Systematic Survey in Machine Learning Models for Molecule Design.

ChemMLLM: Chemical Multimodal Large Language Model MolGenSurvey: A Systematic Survey in Machine Learning Models for Molecule Design

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:04.931249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69de72d7-b062-4fef-97c7-c8643e617754 · outbound

This paper cites Translation between Molecules and Natural Language.

ChemMLLM: Chemical Multimodal Large Language Model Translation between Molecules and Natural Language

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:04.973449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62dd3b9e-5565-4c0c-811f-9dc0372be5af · outbound

This paper cites an unresolved cited work.

ChemMLLM: Chemical Multimodal Large Language Model Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:05.049355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 064a1273-caa2-47c1-a0fa-cd68cb7ebc6d · outbound

This paper cites Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models.

ChemMLLM: Chemical Multimodal Large Language Model Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:05.120163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 280f5c57-fc14-4b13-b9f4-698288aaf331 · outbound

This paper cites an unresolved cited work.

ChemMLLM: Chemical Multimodal Large Language Model Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:06:09.224679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2db564a5-762d-4193-b082-61816e1050df · outbound

This paper cites Chemception: A Deep Neural Network with Minimal Chemistry Knowledge Matches the Performance of Expert-developed QSAR/QSPR Models.

ChemMLLM: Chemical Multimodal Large Language Model Chemception: A Deep Neural Network with Minimal Chemistry Knowledge Matches the Performance of Expert-developed QSAR/QSPR Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:05.232282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b90b92f-0fdf-4a64-bbb3-f4eeb9f2e180 · outbound

This paper cites P.; Chung, Y.; Li, S.-C.; Graff, D.

ChemMLLM: Chemical Multimodal Large Language Model P.; Chung, Y.; Li, S.-C.; Graff, D

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:09.212790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation db67d9e6-6142-4da4-8923-6b39c0772e2a · outbound

This paper cites W.; Xiao, C.; Sun, J.; and Zitnik, M.

ChemMLLM: Chemical Multimodal Large Language Model W.; Xiao, C.; Sun, J.; and Zitnik, M

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:09.199791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 776b9a15-57e8-482b-abd0-108e7b57471a · outbound

This paper cites an unresolved cited work.

ChemMLLM: Chemical Multimodal Large Language Model Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:06:09.187878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7361695e-81e2-4602-98ae-66e4c65c74c2 · outbound

This paper cites an unresolved cited work.

ChemMLLM: Chemical Multimodal Large Language Model Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:05.496183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d584bd6-2952-47ce-ac04-c420e260f530 · outbound

This paper cites Learning Multimodal Graph-to-Graph Translation for Molecular Optimization.

ChemMLLM: Chemical Multimodal Large Language Model Learning Multimodal Graph-to-Graph Translation for Molecular Optimization

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:05.586037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03459063-3b0a-48da-8a75-58e89f3af269 · outbound

This paper cites A Study of BFLOAT16 for Deep Learning Training.

ChemMLLM: Chemical Multimodal Large Language Model A Study of BFLOAT16 for Deep Learning Training

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:05.698882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b05c83e4-e394-4867-8c34-f78cad0c14f5 · outbound

This paper cites A.; Thiessen, P.

ChemMLLM: Chemical Multimodal Large Language Model A.; Thiessen, P

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:09.157332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fb5aa8af-7724-4928-ac55-59ecef5dc81d · outbound

This paper cites Adam: A Method for Stochastic Optimization.

ChemMLLM: Chemical Multimodal Large Language Model Adam: A Method for Stochastic Optimization

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:05.888315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07605c39-1b8b-4de7-b922-58626b31ec30 · outbound

This paper cites an unresolved cited work.

ChemMLLM: Chemical Multimodal Large Language Model Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:06:09.143451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 99c80373-ccc0-4589-be2f-84d95acaf64d · outbound

This paper cites an unresolved cited work.

ChemMLLM: Chemical Multimodal Large Language Model Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:06:09.127007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 145aa934-76f5-4f89-b9de-8a0bb0b3e34b · outbound

This paper cites BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension.

ChemMLLM: Chemical Multimodal Large Language Model BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:06.199596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 206302c2-9ed7-4b50-9ffd-ed70204155e9 · outbound

This paper cites an unresolved cited work.

ChemMLLM: Chemical Multimodal Large Language Model Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:06.238101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23b6572c-09a7-48f1-adb0-effe00d80a52 · outbound

This paper cites an unresolved cited work.

ChemMLLM: Chemical Multimodal Large Language Model Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:06.338133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07a675bb-fdcb-4e9c-9b22-89aa26de16ac · outbound

This paper cites an unresolved cited work.

ChemMLLM: Chemical Multimodal Large Language Model Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:06.394614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70c81c4b-9bab-4fa5-a1e3-9800cc299360 · outbound

This paper cites Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining.

ChemMLLM: Chemical Multimodal Large Language Model Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:06.405683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6eb0e2b-0915-4e1f-9147-b605ae5cca82 · outbound

This paper cites an unresolved cited work.

ChemMLLM: Chemical Multimodal Large Language Model Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:06.463856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01b6888c-6816-4aba-a945-2906c42425cc · outbound

This paper cites Decoupled Weight Decay Regularization.

ChemMLLM: Chemical Multimodal Large Language Model Decoupled Weight Decay Regularization

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:06.512134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 208cd449-b03c-4f32-8185-c01648c92a80 · outbound

This paper cites J.; Chen, L.; Saylor, G.; Van Eyk, J.

ChemMLLM: Chemical Multimodal Large Language Model J.; Chen, L.; Saylor, G.; Van Eyk, J

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:09.069730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0860b15b-85f4-4610-a9fa-a9c87f3a3cca · outbound

This paper cites Y.; Nie, Z.; Zhou, H.; and Nie, Z.

ChemMLLM: Chemical Multimodal Large Language Model Y.; Nie, Z.; Zhou, H.; and Nie, Z

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:09.056982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dce4352f-9261-4527-b154-8283fa146a00 · outbound

This paper cites an unresolved cited work.

ChemMLLM: Chemical Multimodal Large Language Model Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:06:09.040499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 41e86857-47ff-4a79-ba04-bf829193451b · outbound

This paper cites an unresolved cited work.

ChemMLLM: Chemical Multimodal Large Language Model Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:06:09.027964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e3310932-94e4-40d7-97c1-531e6ec95fa7 · outbound

This paper cites W.; and Barzilay, R.

ChemMLLM: Chemical Multimodal Large Language Model W.; and Barzilay, R

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T15:06:09.013074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 11dd09d5-bfc8-400b-b393-3df616de424f · outbound

This paper cites an unresolved cited work.

ChemMLLM: Chemical Multimodal Large Language Model Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:06:08.997679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2d2b3de0-c861-4cbc-8652-be939512cc98 · outbound

This paper cites Neural Machine Translation of Rare Words with Subword Units.

ChemMLLM: Chemical Multimodal Large Language Model Neural Machine Translation of Rare Words with Subword Units

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:06.880341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 118a427e-1358-4120-bc72-22f04c78db1a · outbound

This paper cites an unresolved cited work.

ChemMLLM: Chemical Multimodal Large Language Model Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:06:08.981006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e22beb55-5eb4-44e9-932d-9e87ac135458 · outbound

This paper cites Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation.

ChemMLLM: Chemical Multimodal Large Language Model Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:07.020728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18fa08f1-f31a-44a2-9f6c-90c61514fd7a · outbound

This paper cites an unresolved cited work.

ChemMLLM: Chemical Multimodal Large Language Model Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:07.125905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 070f6fdd-d06d-4cd3-a886-785634f18aad · outbound

This paper cites Chameleon: Mixed-Modal Early-Fusion Foundation Models.

ChemMLLM: Chemical Multimodal Large Language Model Chameleon: Mixed-Modal Early-Fusion Foundation Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:07.269067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f292cf9-b455-4a7d-9730-0de318b884cf · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

ChemMLLM: Chemical Multimodal Large Language Model Gemini: A Family of Highly Capable Multimodal Models

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:07.322393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7aee11b6-b60b-4ed1-a6bf-5c94e8a048af · outbound

This paper cites an unresolved cited work.

ChemMLLM: Chemical Multimodal Large Language Model Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:07.411886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 856ce229-ae4f-4f96-b20f-70867d0aedc6 · outbound

This paper cites Emu3: Next-Token Prediction is All You Need.

ChemMLLM: Chemical Multimodal Large Language Model Emu3: Next-Token Prediction is All You Need

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:07.556423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b009bb4e-8a41-419d-976b-857b1706d9b4 · outbound

This paper cites an unresolved cited work.

ChemMLLM: Chemical Multimodal Large Language Model Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:06:08.948978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8205d8e2-c0e4-44d0-800f-e2a9dbba36e2 · outbound

This paper cites an unresolved cited work.

ChemMLLM: Chemical Multimodal Large Language Model Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:06:08.931708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 63757988-49f5-47ae-9639-442f76169a7c · outbound

This paper cites Show-o: One Single Transformer to Unify Multimodal Understanding and Generation.

ChemMLLM: Chemical Multimodal Large Language Model Show-o: One Single Transformer to Unify Multimodal Understanding and Generation

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:07.963411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 347aa0eb-83ac-4531-b649-040771bab361 · outbound

This paper cites ChemLLM: A Chemical Large Language Model.

ChemMLLM: Chemical Multimodal Large Language Model ChemLLM: A Chemical Large Language Model

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:08.103244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 708364e1-b376-4037-9071-976251fa77ae · outbound

This paper cites UniMoT: Unified Molecule-Text Language Model with Discrete Token Representation.

ChemMLLM: Chemical Multimodal Large Language Model UniMoT: Unified Molecule-Text Language Model with Discrete Token Representation

Reference 54

Resolution: verified exact; local_arxiv, observed 2026-08-07T15:06:08.539686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 796495e7-aa71-4017-a645-571e3a6c03ce · outbound

This paper cites A.; Shechtman, E.; and Wang, O.

ChemMLLM: Chemical Multimodal Large Language Model A.; Shechtman, E.; and Wang, O

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:08.264162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bd090f3-fcb5-40dd-b93b-034c8917c9d8 · outbound

This paper cites PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel.

ChemMLLM: Chemical Multimodal Large Language Model PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:08.308487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d810f652-a598-4392-950f-ded0234342d8 · outbound

This paper cites Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model.

ChemMLLM: Chemical Multimodal Large Language Model Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:08.344029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4a709f3-b07c-409c-9f3a-87f898b869d8 · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

ChemMLLM: Chemical Multimodal Large Language Model MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:08.381604Z

Source-reported events for the cited work

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Pith citing papers

Observation 8e3f5f84-1140-439e-a534-9e9c634cf86a · inbound

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? cites this paper.

Breaking Bad Molecules: Are MLLMs Ready for Structure-Level Molecular Detoxification? ChemMLLM: Chemical Multimodal Large Language Model

Reference 120

Resolution: unresolved; no resolver link, observed 2026-08-07T04:17:59.782199Z

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Observation 90b591b5-4d7a-4d35-95cd-ffd6e1bc3a99 · inbound

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning cites this paper.

Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning ChemMLLM: Chemical Multimodal Large Language Model

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T14:55:03.893345Z

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Observation 8f9a9d04-c612-46f9-9307-10319994c575 · inbound

ChemDFM-R: A Chemical Reasoning LLM Enhanced with Atomized Chemical Knowledge cites this paper.

ChemDFM-R: A Chemical Reasoning LLM Enhanced with Atomized Chemical Knowledge ChemMLLM: Chemical Multimodal Large Language Model

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-19T03:32:01.606537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c1b1f483-736c-4435-a2f8-324fcfd9fc7e · inbound

LatentChem: From Textual CoT to Latent Thinking in Chemical Reasoning cites this paper.

LatentChem: From Textual CoT to Latent Thinking in Chemical Reasoning ChemMLLM: Chemical Multimodal Large Language Model

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T04:03:54.000822Z

Source-reported events for the cited work

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Observation b5b7b1c7-6d00-468c-b898-f6ebff3175ca · inbound

MolRecBench-Wild: A Real-World Benchmark for Optical Chemical Structure Recognition cites this paper.

MolRecBench-Wild: A Real-World Benchmark for Optical Chemical Structure Recognition ChemMLLM: Chemical Multimodal Large Language Model

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:41:08.247863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8ee436c5-4ced-42f4-bde1-35ded0411b67 · inbound

MolSight: A Graph-Aware Vision-Language Model for Unified Chemical Image Understanding cites this paper.

MolSight: A Graph-Aware Vision-Language Model for Unified Chemical Image Understanding ChemMLLM: Chemical Multimodal Large Language Model

Reference 81

Resolution: verified exact; arxiv_id, observed 2026-07-03T15:48:35.046589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d65eb77c-79de-4235-8199-eb62afb0f730 · inbound

MolSight: A Graph-Aware Vision-Language Model for Unified Chemical Image Understanding cites this paper.

MolSight: A Graph-Aware Vision-Language Model for Unified Chemical Image Understanding ChemMLLM: Chemical Multimodal Large Language Model

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T02:04:26.486275Z

Source-reported events for the cited work

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Observation 2b3182b7-4f1a-4078-ae0c-7e40e1301d87 · inbound

Bi-semantic Chemical Embedder for Joint Representation Learning of SMILES and Natural Language cites this paper.

Bi-semantic Chemical Embedder for Joint Representation Learning of SMILES and Natural Language ChemMLLM: Chemical Multimodal Large Language Model

Reference 119

Resolution: unresolved; no resolver link, observed 2026-08-15T14:50:56.596392Z

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