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Paper Citation Record · LEDGER

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology

As of 4 August 2026, this Paper Citation Record lists 100 of 119 outbound references and 0 inbound Pith citation observations for arXiv:2607.08803.

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

pith.paper-citation-record.v1
2607.08803 v2

Coverage vector

measured 100 of 119 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T08:00:13.725456Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+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

100 of 119 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved100
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7a1e273a-95ff-4dbd-bba2-475dca42fa30 · outbound

This paper cites Efficient Diversity-Preserving Diffusion Alignment via Gradient-Informed GFlowNets.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Efficient Diversity-Preserving Diffusion Alignment via Gradient-Informed GFlowNets

Reference 1

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no resolver link, observed 2026-08-02T08:00:03.272296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T08:00:03.272296Z digest=sha256:b62bac7b9b4e51d69b59fa8e292c3be254b91af09ccd016d4f45c5d4f3fb5f46

Observation 3e297ea2-2d71-4981-8eaf-dab2f5f07cff · outbound

This paper cites an unresolved cited work.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Unresolved cited work

Reference 2

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no resolver link, observed 2026-08-02T08:00:03.357459Z

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source=arxiv_source observed=2026-08-02T08:00:03.357459Z digest=sha256:968fb9ea7c34dd8a273d7b8138c4c5c1128651ead2f3aba9fbee2d9b2bdcde57

Observation a86fe747-8843-41e1-9fe3-95c2bf545ee0 · outbound

This paper cites Nature Biotechnology , volume=.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Nature Biotechnology , volume=

Reference 3

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no resolver link, observed 2026-08-02T08:00:03.463340Z

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source=arxiv_source observed=2026-08-02T08:00:03.463340Z digest=sha256:6560d26cfb77ce5df486d2c369ecbad2a878b2ecf78d87eb7ab024a368565d17

Observation f3bd4ecf-c646-4256-8a8b-7933232bc2cb · outbound

This paper cites VibeProteinBench: An Evaluation Benchmark for Language-interfaced Vibe Protein Design.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology VibeProteinBench: An Evaluation Benchmark for Language-interfaced Vibe Protein Design

Reference 4

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no resolver link, observed 2026-08-02T08:00:03.635400Z

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source=arxiv_source observed=2026-08-02T08:00:03.635400Z digest=sha256:b615d4f1b219596703fece747dfce118e8f379a9047792675d32fb6fd8a25be5

Observation 51e3f53d-d4b7-4d1f-b1d6-f6c0c3cbdeff · outbound

This paper cites Nature Language Model: Deciphering the Language of Nature for Scientific Discovery.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Nature Language Model: Deciphering the Language of Nature for Scientific Discovery

Reference 5

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no resolver link, observed 2026-08-02T08:00:03.739552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T08:00:03.739552Z digest=sha256:fa8b43d25bad9adaebed9ca842fd479f571dae7e3561ca3b950bafe247d569e0

Observation 07b2ff93-3308-4e7c-a37b-fa073bfc8d51 · outbound

This paper cites arXiv preprint arXiv:2509.21320 , year=.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology arXiv preprint arXiv:2509.21320 , year=

Reference 6

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no resolver link, observed 2026-08-02T08:00:03.899745Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T08:00:03.899745Z digest=sha256:9f3f3333c2d85eb0ec84616bc0cc72ff1c0124c471b2dae68cf0874afcdd0bae

Observation 13fc786d-435a-41e9-9aa3-75442910f780 · outbound

This paper cites UniGenX: a unified generative foundation model that couples sequence, structure and function to accelerate scientific design across proteins, molecules and materials.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology UniGenX: a unified generative foundation model that couples sequence, structure and function to accelerate scientific design across proteins, molecules and materials

Reference 7

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no resolver link, observed 2026-08-02T08:00:04.019808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T08:00:04.019808Z digest=sha256:4a2905067ee6a6b0f1a32e4697e3a31e996aecafdbe40afc2a52b24d1735a69b

Observation 1d1f5bff-d7df-462c-b0ad-75af249c7c0a · outbound

This paper cites TxGemma: Efficient and Agentic LLMs for Therapeutics.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology TxGemma: Efficient and Agentic LLMs for Therapeutics

Reference 8

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no resolver link, observed 2026-08-02T08:00:04.179823Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T08:00:04.179823Z digest=sha256:3c2eacb0ab657c60ec40a43c937e3d6125ae0dd4ac1f1c7a342612866df174c0

Observation 31c3a967-8b72-48e8-af3f-dbac1307ef8f · outbound

This paper cites bioRxiv , year=.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology bioRxiv , year=

Reference 9

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no resolver link, observed 2026-08-02T08:00:04.254911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T08:00:04.254911Z digest=sha256:221bf7e65ffe213d6c64edca6552f8b89c595484131bcf4b0356e82c2ab23db7

Observation a5203df3-fcf5-4ca4-b063-ffcb9aa3cb51 · outbound

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

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models

Reference 10

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no resolver link, observed 2026-08-02T08:00:04.269791Z

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source=arxiv_source observed=2026-08-02T08:00:04.269791Z digest=sha256:07b9ca064f79515a70e08338bd25aa80f292f47a4498a5bf53305ca13a971767

Observation 3934ad4a-44ff-47a9-a282-3136dbb5e616 · outbound

This paper cites an unresolved cited work.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Unresolved cited work

Reference 11

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no resolver link, observed 2026-08-02T08:00:04.337004Z

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source=arxiv_source observed=2026-08-02T08:00:04.337004Z digest=sha256:4e1fadbbd370ca4732c8d610bcd4d86685da88e8c822c151e743107ae31c3a60

Observation 21e758cd-bd09-475c-9862-ba2e6109cfb8 · outbound

This paper cites an unresolved cited work.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Unresolved cited work

Reference 12

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T08:00:04.481027Z digest=sha256:903b2a67cddd6457da33dec139a5d3f2759cd9be0c408e5c3a14e6e4b7988096

Observation c4bcae76-50f0-4c98-8eef-1b7d7f92bd59 · outbound

This paper cites an unresolved cited work.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Unresolved cited work

Reference 13

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no resolver link, observed 2026-08-02T08:00:04.619830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T08:00:04.619830Z digest=sha256:db44b814456219dd7b4b5b94d8f9cc2c68aaccc6edd62fc406405ed11689652e

Observation ec16f605-cbc6-4874-b644-38c42122def2 · outbound

This paper cites Findings of the Association for Computational Linguistics , year=.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Findings of the Association for Computational Linguistics , year=

Reference 14

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T08:00:04.730058Z digest=sha256:152ff22900329376afd822f285b9acd2fc8d7746184e958b196b5cae70eb41a6

Observation 6b643d97-64c8-49c0-abbc-7c980c78f89e · outbound

This paper cites Tx-LLM: A Large Language Model for Therapeutics.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Tx-LLM: A Large Language Model for Therapeutics

Reference 15

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source=arxiv_source observed=2026-08-02T08:00:04.890089Z digest=sha256:ad453eeb4e619ec1b159aef98537bcede16d0147180cb25b4eb7df1d11f69635

Observation e9c84dfb-d4e9-4d78-b5e6-94a7304e5508 · outbound

This paper cites Science , volume=.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Science , volume=

Reference 16

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source=arxiv_source observed=2026-08-02T08:00:05.000152Z digest=sha256:6238b6727a7e0ee90788bdf5f815e6634364a8764888e2fa28fe077749cfbd00

Observation 3542b192-fe03-4dc1-bee4-04633e9eed60 · outbound

This paper cites Nature Methods , volume=.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Nature Methods , volume=

Reference 17

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no resolver link, observed 2026-08-02T08:00:05.147783Z

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source=arxiv_source observed=2026-08-02T08:00:05.147783Z digest=sha256:1c71bcba574211787e2168da08e29b682c75e35c6e43958c1cd97c6c84469332

Observation 41dc9a12-c12d-449c-99c7-bc9b00feb1b2 · outbound

This paper cites an unresolved cited work.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Unresolved cited work

Reference 18

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no resolver link, observed 2026-08-02T08:00:05.302247Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T08:00:05.302247Z digest=sha256:c7e8c1db77b37b93ab4fe8a107d8f9c8b8b3bd9da84e914cbd6523d13daa4988

Observation 422bf455-f6aa-47f3-a714-cf19d4469c5a · outbound

This paper cites Nature , volume=.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Nature , volume=

Reference 19

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no resolver link, observed 2026-08-02T08:00:05.454851Z

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source=arxiv_source observed=2026-08-02T08:00:05.454851Z digest=sha256:bab2bc1ccc68d2a75878f1d12f3464ef6f8c7f8627cf69f3ed57b723956d206e

Observation fd0e8472-d4b8-422c-b1d4-14919a7551bd · outbound

This paper cites Nature methods , volume=.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Nature methods , volume=

Reference 20

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no resolver link, observed 2026-08-02T08:00:05.565049Z

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Observation f780d0ae-16ef-4202-8110-84c0e9c2e04c · outbound

This paper cites Science , volume=.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Science , volume=

Reference 21

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no resolver link, observed 2026-08-02T08:00:05.653936Z

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source=arxiv_source observed=2026-08-02T08:00:05.653936Z digest=sha256:a429cadc4b64ebae3e4017f9a89d89c0be7ab15966a85990afca825b32219b9c

Observation 2d396845-e807-49cf-a944-305531b19610 · outbound

This paper cites Nature , volume=.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Nature , volume=

Reference 22

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no resolver link, observed 2026-08-02T08:00:05.765592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T08:00:05.765592Z digest=sha256:aae5d6344f220767bb085c2a151465e55448a6011e2bf2841423fa8404d77003

Observation 3e2641e9-e8df-4703-9aae-645b823f0ec8 · outbound

This paper cites an unresolved cited work.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Unresolved cited work

Reference 23

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source=arxiv_source observed=2026-08-02T08:00:05.855615Z digest=sha256:d24aad561514080109e3c89ead509d63a7cb64a36504c97ca4eddbed97c6ec15

Observation 754bd3b7-2b9d-4957-83a5-290a2cb2cd2d · outbound

This paper cites an unresolved cited work.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Unresolved cited work

Reference 24

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no resolver link, observed 2026-08-02T08:00:05.958071Z

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source=arxiv_source observed=2026-08-02T08:00:05.958071Z digest=sha256:5ac677720b519e95e4f5790af6544c6a5b374caf5458c7db1214720c52fda496

Observation 7dd3a47f-c2f2-4b8b-b407-eef4e977bf11 · outbound

This paper cites an unresolved cited work.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Unresolved cited work

Reference 25

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no resolver link, observed 2026-08-02T08:00:06.058346Z

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source=arxiv_source observed=2026-08-02T08:00:06.058346Z digest=sha256:ea44ea65390661f9f57c6b12c108f6ca2217b9e9a8ccd553c070e24917dc9279

Observation 79f53deb-b8a4-411f-83fd-bff9f3fea5b4 · outbound

This paper cites BEND: Benchmarking DNA Language Models on biologically meaningful tasks.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology BEND: Benchmarking DNA Language Models on biologically meaningful tasks

Reference 26

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no resolver link, observed 2026-08-02T08:00:06.154540Z

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source=arxiv_source observed=2026-08-02T08:00:06.154540Z digest=sha256:68b5428b44fa42ed64da9322a332bc01a64b6e94c1819a2588f2c2f54bd481d1

Observation 332940d6-47d6-40ed-945b-f6bd30f58abe · outbound

This paper cites Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development

Reference 27

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no resolver link, observed 2026-08-02T08:00:06.267659Z

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source=arxiv_source observed=2026-08-02T08:00:06.267659Z digest=sha256:0b992a3a2957a4beff387cc7d1adb999a3bd331736b7127c1f5a3aa3977cd09a

Observation 36be2ac4-e8f7-46e8-b1bd-166cef280944 · outbound

This paper cites Nucleic Acids Research , volume =.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Nucleic Acids Research , volume =

Reference 28

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no resolver link, observed 2026-08-02T08:00:06.470065Z

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Observation 60ef36fb-7b07-4455-b253-6047d30d46ed · outbound

This paper cites Nucleic Acids Research , volume =.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Nucleic Acids Research , volume =

Reference 29

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no resolver link, observed 2026-08-02T08:00:06.622204Z

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Unavailable: canonical work link unavailable.

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Observation f960dfdf-956a-4449-be67-46acf051dfd6 · outbound

This paper cites Nucleic Acids Research , volume =.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Nucleic Acids Research , volume =

Reference 30

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no resolver link, observed 2026-08-02T08:00:06.740250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T08:00:06.740250Z digest=sha256:1ad370374873c2d06c8d9a762fb6f5778a34a6c5c01ed9a15a799a9261fa40f4

Observation 892460e7-6b89-4815-90f4-d0da6fa1952b · outbound

This paper cites Nucleic Acids Research , volume =.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Nucleic Acids Research , volume =

Reference 31

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no resolver link, observed 2026-08-02T08:00:06.852731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T08:00:06.852731Z digest=sha256:f9f6c22c53f426b6edae7f68ef53eb2d859cc516330a18809ae69f26a7666c23

Observation bb08583c-666a-43cc-b6db-cb257345c98a · outbound

This paper cites Nucleic Acids Research , volume =.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Nucleic Acids Research , volume =

Reference 32

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no resolver link, observed 2026-08-02T08:00:06.925996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T08:00:06.925996Z digest=sha256:2fdb3f6eacdb1e7e458a5ae1e7e150b4f72370038c3df4add55eb2d7924126a3

Observation dbe8066e-25cb-4571-baac-dc0f6e14093c · outbound

This paper cites Nature , volume =.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Nature , volume =

Reference 33

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no resolver link, observed 2026-08-02T08:00:06.985607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T08:00:06.985607Z digest=sha256:2df5e7feeb84fd6a97958e3d1c1663602380d44713ce5069bce010262211d46f

Observation dc7f2abf-e342-437a-a355-0447db60fca8 · outbound

This paper cites Nucleic Acids Research , volume =.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Nucleic Acids Research , volume =

Reference 34

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no resolver link, observed 2026-08-02T08:00:07.033505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T08:00:07.033505Z digest=sha256:5856ef83c60e771da63f8b2ba4a61c94a258610d32fab1cb1b4f8d2451b3ea63

Observation 93918dd0-a3b6-47a7-925f-2a06f3cf69e6 · outbound

This paper cites Nucleic Acids Research , volume =.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Nucleic Acids Research , volume =

Reference 35

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no resolver link, observed 2026-08-02T08:00:07.125613Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T08:00:07.125613Z digest=sha256:8b323c2e0a21983aa063135eb856136d18d7dad8eeb75fdb6bae092d9327cda9

Observation 957b190b-3c94-4e82-8f2c-551722f682fe · outbound

This paper cites Nucleic Acids Research , volume =.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Nucleic Acids Research , volume =

Reference 36

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no resolver link, observed 2026-08-02T08:00:07.166918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T08:00:07.166918Z digest=sha256:54721b16d8f22a84b7560d1a3105da8f7fdd0228d2d22ea917b220e8b956ef44

Observation 1ca22162-6526-46b5-9218-452e36c4f1a9 · outbound

This paper cites LlaSMol: Advancing Large Language Models for Chemistry with a Large-Scale, Comprehensive, High-Quality Instruction Tuning Dataset.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology LlaSMol: Advancing Large Language Models for Chemistry with a Large-Scale, Comprehensive, High-Quality Instruction Tuning Dataset

Reference 37

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no resolver link, observed 2026-08-02T08:00:07.200045Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T08:00:07.200045Z digest=sha256:76f9aea5bdc8eae30027be176f722aee66b8fc5e06621dd9b771f76e05a27f7c

Observation ec12a33b-90ee-4396-9da5-f7fc49b72c63 · outbound

This paper cites an unresolved cited work.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Unresolved cited work

Reference 38

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no resolver link, observed 2026-08-02T08:00:07.256087Z

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source=arxiv_source observed=2026-08-02T08:00:07.256087Z digest=sha256:9e96608d98bf44e2c8136f77e68880471d01d51308462123c2b65dc3900ea288

Observation 8b3a367d-40c7-48eb-aa31-f5efcbb7afb1 · outbound

This paper cites Science , volume =.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Science , volume =

Reference 39

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no resolver link, observed 2026-08-02T08:00:07.310549Z

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Reference 40

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Reference 41

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Reference 42

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Reference 43

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Reference 44

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Reference 45

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Reference 46

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Reference 47

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Reference 48

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TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Tissue-based map of the human proteome , author =

Reference 49

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Observation 3ecb418c-8945-48bd-86c3-bb2bfcc3de7a · outbound

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Reference 50

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Observation c99c1abb-4971-4f94-b468-b8141da9ef21 · outbound

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Observation 0645d9d5-cc9d-4a95-9e47-0b0a56f6f97b · outbound

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Reference 52

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Observation 47732475-6633-4d94-815e-841ffc483fb3 · outbound

This paper cites Nucleic Acids Research , volume =.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Nucleic Acids Research , volume =

Reference 53

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Observation bad8b7cf-0c43-418b-b0bc-a2a787d9803d · outbound

This paper cites Nucleic Acids Research , volume =.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Nucleic Acids Research , volume =

Reference 54

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Observation dffd5bb0-7d35-4bad-a32d-8fbf5e1248c2 · outbound

This paper cites Cell , volume =.

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Reference 55

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Observation ac2cb3fe-c4bc-45e0-8eec-007355aaca7d · outbound

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Reference 56

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Observation b8c468cb-2f81-4ae4-9604-aac6b56d4805 · outbound

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Reference 57

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Observation 05b85838-b234-4996-ad88-d93862d803f5 · outbound

This paper cites bioRxiv , year=.

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Reference 58

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Observation 180cc5a0-66e0-4149-968a-d978450c9d86 · outbound

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Reference 59

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Observation 53b39ecc-73db-4ce6-82b4-f330d9df39b7 · outbound

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TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Unresolved cited work

Reference 60

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Observation cfbebf75-26c4-4637-8b83-f20677797eeb · outbound

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Reference 61

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Reference 62

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Reference 63

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Reference 64

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Observation 3a737eab-91a1-400f-8376-d152034abead · outbound

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Reference 65

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Observation bb05cfb4-a66b-4367-8319-6fdaa82f21b0 · outbound

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Reference 66

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Observation 33a5f986-2fc5-4f04-8029-65bbfde1c3c1 · outbound

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Reference 67

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Observation 574360b1-b305-4fa6-82d6-07292ad71e1e · outbound

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Reference 68

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Observation 2de023fe-de07-45eb-8825-c87eb41ea640 · outbound

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Reference 69

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Observation 39d8d283-ac8c-4915-b2ee-be31b3a50d0c · outbound

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Reference 70

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Observation cb931fb1-80c4-443d-936d-38611b1c2416 · outbound

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Reference 71

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Observation ec09223c-7462-4b24-9ace-29277777286c · outbound

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Reference 72

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Observation b8d5f2a8-880e-481b-998d-ad867e161c59 · outbound

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Reference 73

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Observation 6be45cbc-f162-489a-a948-1901206ed49d · outbound

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Reference 74

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Observation 12750b6b-25bc-413e-a98b-f412cc28860c · outbound

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Reference 75

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Observation f270809b-d66b-4061-9e0c-8b77b652de98 · outbound

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Observation b81165df-f21d-4a0f-8780-ce19bdc321dd · outbound

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Reference 77

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Observation d57b714c-1437-49ef-bb7d-ec9ab23e19e5 · outbound

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Reference 78

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Observation 92d793b9-cda2-4af6-b7a2-09b10f6d01ae · outbound

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Reference 79

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Observation d2d9bd99-9ee3-4c5b-922b-beff649292f0 · outbound

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Reference 80

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Observation 6c6ecb20-4c11-4de8-88e6-3b4f1551d2a8 · outbound

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Reference 81

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Observation 44f8628f-2e33-4055-8ef5-7c93bb22c9fc · outbound

This paper cites bioRxiv , pages=.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology bioRxiv , pages=

Reference 82

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Observation c46225d1-c362-4513-a134-b39f7ea0cf6a · outbound

This paper cites 2026 , url=.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology 2026 , url=

Reference 83

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source=arxiv_source observed=2026-08-02T08:00:11.998141Z digest=sha256:6fbf31ca2b55b747b66208b4ccd6dc52481ddaec7d4c7b2d971931aae184cd8a

Observation f3283324-5600-4720-8303-3181d95bad01 · outbound

This paper cites 2024 , eprint=.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology 2024 , eprint=

Reference 84

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source=arxiv_source observed=2026-08-02T08:00:12.076831Z digest=sha256:270311de7227e841cba86221ab6eccd4c8d215e44adead8e0fff546420ed6bcb

Observation 78050d38-11c7-46a0-b393-e0c8dab91030 · outbound

This paper cites 2025 , eprint=.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology 2025 , eprint=

Reference 85

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source=arxiv_source observed=2026-08-02T08:00:12.141639Z digest=sha256:0e63b2ddeb6cf136925388077868a997604781d23c3b646bd28dafa0b5c5479d

Observation 442f130b-fb52-449f-bf72-51d1cb447950 · outbound

This paper cites Nature , volume=.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Nature , volume=

Reference 86

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Observation 6bb88d4c-09e7-4f9b-b594-30947f3383d9 · outbound

This paper cites Nature Communications , volume =.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Nature Communications , volume =

Reference 87

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Observation 4d0b14c7-d6a0-410f-ab1e-6b6336c5d6bb · outbound

This paper cites Cell Systems , volume =.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Cell Systems , volume =

Reference 88

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source=arxiv_source observed=2026-08-02T08:00:12.269059Z digest=sha256:3067186fd9484ae4cb8c758e206f04dae26223e2f7c0156f5832bb9682db0646

Observation 45f24573-4dff-40e6-b149-bc82905cab35 · outbound

This paper cites BMC Bioinformatics , volume =.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology BMC Bioinformatics , volume =

Reference 89

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source=arxiv_source observed=2026-08-02T08:00:12.378635Z digest=sha256:df2db72d888df5ee35ae4b688366086f2c2c68facd7ce421ee35f09362c033c1

Observation 4d7a82b6-54d9-4b0b-a6a3-179f9f7e88e1 · outbound

This paper cites Briefings in Bioinformatics , volume=.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Briefings in Bioinformatics , volume=

Reference 90

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no resolver link, observed 2026-08-02T08:00:12.523113Z

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source=arxiv_source observed=2026-08-02T08:00:12.523113Z digest=sha256:3a358245368736f7935f932e0ef84207468eee74cc7b4d8fa21f2cf842041a28

Observation a6327e69-516b-4ef1-bf79-4f376221087b · outbound

This paper cites Briefings in bioinformatics , volume=.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Briefings in bioinformatics , volume=

Reference 91

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no resolver link, observed 2026-08-02T08:00:12.688406Z

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source=arxiv_source observed=2026-08-02T08:00:12.688406Z digest=sha256:6f66caa89e7fabfc897c6caa449a3eacedb537a75323531900aa29f33c8fb71e

Observation a8e0a72d-dba1-45fb-b583-69bcb7c6c87c · outbound

This paper cites IEEE Transactions on Artificial Intelligence , year=.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology IEEE Transactions on Artificial Intelligence , year=

Reference 92

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source=arxiv_source observed=2026-08-02T08:00:12.768340Z digest=sha256:cb525d861aff86fd7d0d2aba85cebe2ae7163c90af6e7d2972f0a5383439a3d1

Observation 51dfdc15-ba6a-4ce7-a436-29f8fc94524c · outbound

This paper cites Nature Communications , year=.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Nature Communications , year=

Reference 93

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source=arxiv_source observed=2026-08-02T08:00:12.938843Z digest=sha256:aca28e4b82aadaa19742806fc809142a3c523127271b6fdc7196412786035814

Observation 89e4f589-3af4-4d15-bab0-e924b2c2b518 · outbound

This paper cites Towards Autonomous Mechanistic Reasoning in Virtual Cells.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Towards Autonomous Mechanistic Reasoning in Virtual Cells

Reference 94

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source=arxiv_source observed=2026-08-02T08:00:13.069295Z digest=sha256:b49ea475404fa8e9358375205d518f838f8f324a4b48e1677d1902ce59264a36

Observation cb69c73f-aadb-43cf-8475-a6823389ab84 · outbound

This paper cites bioRxiv , pages=.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology bioRxiv , pages=

Reference 95

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source=arxiv_source observed=2026-08-02T08:00:13.241090Z digest=sha256:8c1f49429869eb754e58a81647de089bd41354da48f1766191d870b45c80ea2c

Observation f4a7c341-54d5-4932-9073-42247bca94b1 · outbound

This paper cites Journal of Chemical Information and Modeling , volume =.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology Journal of Chemical Information and Modeling , volume =

Reference 96

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source=arxiv_source observed=2026-08-02T08:00:13.399142Z digest=sha256:a0e8e14cba94045b7335c57ec43425cf1e75386d588420a90a5424ce70f35cbf

Observation c907668d-2f67-4de5-907a-248f18442c0c · outbound

This paper cites A quantitative analysis of knowledge-learning preferences in large language models in molecular science.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology A quantitative analysis of knowledge-learning preferences in large language models in molecular science

Reference 97

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source=arxiv_source observed=2026-08-02T08:00:13.553971Z digest=sha256:14b48bc5e9aa999f56c519f7af7ad2962755531da54159a571da8b255c1ea8aa

Observation 68f54c0a-2d34-4c5b-aa5a-8a3026586591 · outbound

This paper cites 2024 , eprint=.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology 2024 , eprint=

Reference 98

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source=arxiv_source observed=2026-08-02T08:00:13.591445Z digest=sha256:d7a822c510032883550adecceee52a923cd64f7f895c8994aff961b049b5645a

Observation 6d4b0e31-1985-42a9-974d-9c64e70b323a · outbound

This paper cites 2024 , address=.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology 2024 , address=

Reference 99

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no resolver link, observed 2026-08-02T08:00:13.638251Z

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source=arxiv_source observed=2026-08-02T08:00:13.638251Z digest=sha256:a6df23d49244d7b651e9f25ae7498417b2c3ad5d12567a85477865a7927c2c4c

Observation 7a15a19e-1806-4224-8d84-2db818193a2f · outbound

This paper cites AMIA Annual Symposium Proceedings , pages=.

TheBioCollection: Unified Pre-Training Scale LLM Corpus for Biology AMIA Annual Symposium Proceedings , pages=

Reference 100

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source=arxiv_source observed=2026-08-02T08:00:13.725456Z digest=sha256:f64d09ca09c8c16461c622acfd6c00e3ac84dfa461a6724b890e6ce6d3d2d018

Pith citing papers

No inbound Pith citation observations are available.