Pith. sign in

Paper Citation Record · LEDGER

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences

As of 8 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2506.10271.

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

pith.paper-citation-record.v1
2506.10271 v3

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:36:22.182969Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

36 of 36 outbound references displayed

  • verified exact0
  • verified fuzzy26
  • unresolved10
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0d280475-d258-453c-8541-f229eafb6a68 · outbound

This paper cites Ge- nomic language models: opportunities and challenges.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences Ge- nomic language models: opportunities and challenges

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:22.563137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:36:18.721674Z digest=sha256:5178a7faa34552995c3fb86ff1dcdcee6f61a7770dd3255ac8ec5ddd9c17b565

Observation a8e9e8bc-777b-4b28-a520-1bae45efd1ef · outbound

This paper cites Transformers and genome language models.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences Transformers and genome language models

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:22.554761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:36:18.763671Z digest=sha256:0e62c94321a2964aa087d7a2cf45d75318a36a9073e7a14e2b19661c59f96822

Observation b4274879-6b91-4907-adf4-e21d6c9499a9 · outbound

This paper cites Efficient evolution of human antibodies from general protein language models.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences Efficient evolution of human antibodies from general protein language models

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T04:36:18.809511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:36:18.809511Z digest=sha256:e2e17da23fd54954b98c7bc945179c669cf9dd4e4e572697bd7340eac6ff3a8f

Observation 0b25458e-cf65-4cf9-8044-9fb55af8005a · outbound

This paper cites Protein language models-assisted optimiza- tion of a uracil-n-glycosylase variant enables programmable t-to-g and t-to-c base editing.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences Protein language models-assisted optimiza- tion of a uracil-n-glycosylase variant enables programmable t-to-g and t-to-c base editing

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:22.541577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:36:18.845951Z digest=sha256:b59d3f64ba92c1af54671fc1bdc320aa9aa072fa0bafc450b69c16348118218e

Observation db67a4cf-d8ea-48e5-bec0-a7fac20c99ed · outbound

This paper cites Integrating protein language models and automatic biofoundry for enhanced protein evolution.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences Integrating protein language models and automatic biofoundry for enhanced protein evolution

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:22.533341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:36:18.908213Z digest=sha256:4171852c791f9680f56489da8f707e11b88b41c6194fae83d1174942877b5720

Observation e08b8cbd-a4b2-4370-9e48-50c8c43576d8 · outbound

This paper cites Saprothub: Making protein modeling accessible to all biologists.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences Saprothub: Making protein modeling accessible to all biologists

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:22.524877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:36:18.970625Z digest=sha256:17723633b821721d560318a4df5d5d1663b019031767026b4d00f1404747ab6b

Observation d828c90e-6586-4986-a248-7347e27be054 · outbound

This paper cites Proteingym: Large-scale benchmarks for protein fitness prediction and design.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences Proteingym: Large-scale benchmarks for protein fitness prediction and design

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:22.516440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:36:19.039638Z digest=sha256:c178f9a5b4d7840850b6a53b834f15f3941dc06dd185bee319e4bcd584c17174

Observation e646981d-ae97-456f-a6ae-3745b2090800 · outbound

This paper cites Dna language models are powerful predictors of genome-wide variant effects.Proceedings of the National Academy of Sciences, 120(44):e2311219120, 2023.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences Dna language models are powerful predictors of genome-wide variant effects.Proceedings of the National Academy of Sciences, 120(44):e2311219120, 2023

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T04:36:19.108874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:36:19.108874Z digest=sha256:779769b8ed6781c2a07865f8a24a789c5038d96f615fb74cf04ff2d9338a87c2

Observation 90cdb147-15d8-4e6b-9577-157fb3ee90a0 · outbound

This paper cites A 5’ utr language model for decoding untranslated regions of mrna and function predictions.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences A 5’ utr language model for decoding untranslated regions of mrna and function predictions

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:22.498606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:36:19.160197Z digest=sha256:b949e785468e05095ad1362b12dbe1e57df33d6468b6725c85618ab4cce9dc3b

Observation 03d09c6e-5bae-40f1-b3f1-c66f13457ea9 · outbound

This paper cites Evaluating the representational power of pre-trained dna language models for regulatory genomics.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences Evaluating the representational power of pre-trained dna language models for regulatory genomics

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:22.489687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:36:19.227015Z digest=sha256:de8781e11997b35d383addf65fc3b9f83d52b3ee027555c5c4dd66c210f76dad

Observation 25726d22-01b3-477f-8850-3cf86175a76c · outbound

This paper cites Synthetic design of strong promoters.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences Synthetic design of strong promoters

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:22.481080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:36:19.275840Z digest=sha256:c52662e6ca6d006a8747895e95efbb1d7289f55a355de4954d647115100bd482

Observation e3590563-44c2-4efd-997a-b0baf528a9e8 · outbound

This paper cites miRNA circuit modules for precise, tunable control of gene expression.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences miRNA circuit modules for precise, tunable control of gene expression

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:22.473157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:36:19.441555Z digest=sha256:052faa001d36c361795e424e4eb611cb28834a52f3db5f8486585c10c99d4f70

Observation b7aebebc-cf3c-433e-905b-c417e5a69c8b · outbound

This paper cites Applications of synthetic biology in medical and pharmaceutical fields.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences Applications of synthetic biology in medical and pharmaceutical fields

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:22.464272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:36:19.545705Z digest=sha256:aa0e23d94cc63699ce591be5f07dc3a7cc7ed181853750b3c7f25c48209dbf56

Observation 0eb69525-1888-483b-b151-973808e20d5c · outbound

This paper cites Predicting bacterial promoter function and evolution from random sequences.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences Predicting bacterial promoter function and evolution from random sequences

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:22.455387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:36:19.645452Z digest=sha256:39aa25889748abd95b10cc6e4363d5673866a26f5cfefeb2826e5c0c3f87f03e

Observation 96312500-0c95-40d7-a8b5-0ba684912696 · outbound

This paper cites Deciphering eukaryotic gene-regulatory logic with 100 million ran- dom promoters.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences Deciphering eukaryotic gene-regulatory logic with 100 million ran- dom promoters

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:22.446087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:36:19.751609Z digest=sha256:fb91896722ee0b7ddec6d1928b35e9e7d8ab34fd5092873da425b6c2f84f0d55

Observation a36324b8-089a-465b-8388-08aa24bd866e · outbound

This paper cites Composability of regulatory sequences controlling transcription and translation in escherichia coli.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences Composability of regulatory sequences controlling transcription and translation in escherichia coli

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:22.437221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:36:19.840971Z digest=sha256:f8a81dc369b234a7df738dd1cc805f60ff51cb2feec500c2402c163fcca1deee

Observation ba4fa423-2cf8-4c19-91f1-f42ad212561f · outbound

This paper cites A massively parallel reporter assay library to screen short synthetic promoters in mammalian cells.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences A massively parallel reporter assay library to screen short synthetic promoters in mammalian cells

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:22.428237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:36:19.923495Z digest=sha256:93cc9d4f6a3d027d54e1c28914c8dc5f578fe0a0393d7e0b7cfa78daec2ba1b2

Observation 3ebb9fbd-8300-49ca-ac28-e521bc12799c · outbound

This paper cites Generanno: A genomic foundation model for metagenomic annotation.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences Generanno: A genomic foundation model for metagenomic annotation

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:22.419265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:36:19.971785Z digest=sha256:894f687d20b6857a8ecfb64d2fdfbe59ddea694df5e4411d27dd29a9055dd04e

Observation 33da87f4-4280-4c5f-8c64-be77f26807fa · outbound

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

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences Bert: Pre-training of deep bidirectional transformers for language understanding

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T04:36:20.059266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:36:20.059266Z digest=sha256:f938992bea57298b48cf77f0eed5ab1c76f27eea0c9d8c8f17e2fb9b561967bd

Observation 844157dc-dd6c-4758-aab4-b2df94e157ff · outbound

This paper cites Lan- guage models are few-shot learners.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences Lan- guage models are few-shot learners

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:22.405933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:36:20.215418Z digest=sha256:598873ba0d312210cac781a2425efa2e98863fc8352e97b5a9249310e025a7b2

Observation cdcd406c-e366-470f-8d3e-6f5d10aebb30 · outbound

This paper cites StripedHyena: Moving Beyond Transformers with Hybrid Signal Pro- cessing Models, 12 2023.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences StripedHyena: Moving Beyond Transformers with Hybrid Signal Pro- cessing Models, 12 2023

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:22.397762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:36:20.343591Z digest=sha256:85e155c53acb76e910f6ed89ce2d977eb94910b89100a4719a13d6c062147839

Observation 0a45b6e6-2076-4106-a871-08beef6aac9b · outbound

This paper cites Systems and Algorithms for Convolutional Multi-Hybrid Language Models at Scale.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences Systems and Algorithms for Convolutional Multi-Hybrid Language Models at Scale

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T04:36:20.539070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:36:20.539070Z digest=sha256:01a7d7f3079ce40c4d6b47c6393f408f85a9eb12a8921e469ddb807e9309f8d0

Observation 048b7fbb-143d-4ef6-86aa-8d806addc6db · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T04:36:20.676492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:36:20.676492Z digest=sha256:43afffc6e64cf4ac7e93c1246857e262b0e73affe6d7efdad28a6648a5e09f89

Observation c95a74dd-7028-4d32-80f0-68403a86c6cf · outbound

This paper cites BERT has a Mouth, and It Must Speak: BERT as a Markov Random Field Language Model.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences BERT has a Mouth, and It Must Speak: BERT as a Markov Random Field Language Model

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T04:36:20.752026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:36:20.752026Z digest=sha256:80de976107a2a772ddc1e445f582741076419132c6b155826ccbebea71a5f0b0

Observation 36598786-33e1-45c1-a077-e0ee350ee23d · outbound

This paper cites Protein language model fitness is a matter of preference.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences Protein language model fitness is a matter of preference

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:22.389500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:36:20.868936Z digest=sha256:340665edd98c28025a9cd6e39e01c8b8c7d2a012d6b85012d1edfb53173cd416

Observation 8304801a-a44c-411f-9eec-ee6113280e32 · outbound

This paper cites METAGENE-1: Metagenomic Foundation Model for Pandemic Monitoring.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences METAGENE-1: Metagenomic Foundation Model for Pandemic Monitoring

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T04:36:21.015087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:36:21.015087Z digest=sha256:af01deefd66fd76121172e1e4bb1d112ad9891255e8e475ac9e883d5685778ee

Observation f9fb02c0-f07a-4754-9236-01c54c0f8aba · outbound

This paper cites Nucleotide transformer: building and evaluating robust foundation models for human genomics.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences Nucleotide transformer: building and evaluating robust foundation models for human genomics

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:22.381708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:36:21.129101Z digest=sha256:ed796f28b898a5a7b4387fe36f67c96813832bbb2f743cd09931768f362c534a

Observation 50610b60-3e4d-41c8-83d1-34c3c92eb1a5 · outbound

This paper cites Generator: A long-context generative genomic foundation model.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences Generator: A long-context generative genomic foundation model

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T04:36:21.260159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:36:21.260159Z digest=sha256:04132e2d1913e0ed450872b96a22cd5a84cc5236b62a87e474a742bd919e630e

Observation 769c0cd5-969f-451c-a550-03c0d0d0f090 · outbound

This paper cites Sequence modeling and design from molecular to genome scale with evo.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences Sequence modeling and design from molecular to genome scale with evo

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:22.373108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:36:21.337658Z digest=sha256:bbf34502be16c14fe17e27d6b7f3a723345875885be02623cace56e442188066

Observation a89d0f6b-f485-41a1-afbf-ccb1eab0ea44 · outbound

This paper cites Semantic mining of functional de novo genes from a genomic language model.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences Semantic mining of functional de novo genes from a genomic language model

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:22.362591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:36:21.437360Z digest=sha256:114dfe0161bfa575f2cb29f06494dba40a4c8377f109a66774110f8e63bee8b5

Observation 9cd2f5ab-bdfa-4c30-bdb8-d6ad3d5d3149 · outbound

This paper cites Genome modeling and design across all domains of life with evo 2.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences Genome modeling and design across all domains of life with evo 2

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:22.353882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:36:21.531229Z digest=sha256:df1e468dd1b8a1923e2a0cee7f8117c0c644c7fb6744b9aececce67c4307efca

Observation 7b0a3283-ed0b-4b25-a95b-460161addb09 · outbound

This paper cites DNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species Genome.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences DNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species Genome

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T04:36:21.667026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:36:21.667026Z digest=sha256:9173ae531f5a68cfead238240c48ce16464e6e51c358083f63685d94f74e0cd0

Observation 8960a444-7d80-4bf1-b074-fc8f5f828904 · outbound

This paper cites Caduceus: Bi-Directional Equivariant Long-Range DNA Sequence Modeling.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences Caduceus: Bi-Directional Equivariant Long-Range DNA Sequence Modeling

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T04:36:21.802097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:36:21.802097Z digest=sha256:6df27f5ee6ca97296f74933595693d8ae2bcf3abf035081bd42df6313eeb4630

Observation ca39ebd7-f1e6-4807-85cc-a1f5cbe6f3bb · outbound

This paper cites Benchmarking dna sequence models for causal regulatory variant prediction in human genetics.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences Benchmarking dna sequence models for causal regulatory variant prediction in human genetics

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:22.345243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:36:21.958924Z digest=sha256:9bbf4bd005fdc216be957fb07349eed9352ce2d7431f0bb1ecde82e044b44cef

Observation adf8f8d7-e30d-4992-b186-3bd72abca757 · outbound

This paper cites The omg dataset: An open metagenomic corpus for mixed-modality genomic language modeling.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences The omg dataset: An open metagenomic corpus for mixed-modality genomic language modeling

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:22.336653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:36:22.088742Z digest=sha256:d6bdb169f4a8f48a230ec97750ac14c2711ef709d87bae6c9b8cce39799c977d

Observation 213b407d-774e-44d5-a6e5-a6c44d036835 · outbound

This paper cites nucleotide- transformer-2.5b-multi-species.

Evaluating DNA function understanding in genomic language models using evolutionarily implausible sequences nucleotide- transformer-2.5b-multi-species

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:36:22.327156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T04:36:22.182969Z digest=sha256:d97201d9e37b08e5ab4894a52629a313993cf56e3620ab7d6bb7112e88a1853f

Pith citing papers

No inbound Pith citation observations are available.