Paper Citation Record · LEDGER

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization

As of 7 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2507.10923.

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

pith.paper-citation-record.v1
2507.10923 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:26:45.534008Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

45 of 45 outbound references displayed

verified exact1
verified fuzzy0
unresolved44
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 99c1bf05-57e7-4a0f-b282-e27a3d5e0a4a · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T17:26:45.324884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93930af9-507e-410e-a248-195c54cf5096 · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:46.216899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 36055b19-87fa-41fb-8a3f-e3bd7b32a49a · outbound

This paper cites Large Knowledge Model: Perspectives and Challenges.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Large Knowledge Model: Perspectives and Challenges

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-06T17:26:45.700529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 06f73ea5-9e13-4970-be44-9a83e3d96e64 · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:46.200573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 92e3015a-752b-4808-9046-94a978333212 · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:46.185726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6ac62c6f-7bf1-47ca-ba0d-bdb8c736259f · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:46.171133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4de0aa3d-a843-4394-8b01-ef7386047200 · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:46.156674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7604c4c3-dcb1-479c-8300-7b181c3fac0e · outbound

This paper cites Knowledge Sanitization of Large Language Models.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Knowledge Sanitization of Large Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T17:26:45.360466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94527ced-a364-4286-b374-8712b6740444 · outbound

This paper cites Knowledge Unlearning for Mitigating Privacy Risks in Language Models.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Knowledge Unlearning for Mitigating Privacy Risks in Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T17:26:45.365168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ce5e9fa-6dad-4d4a-ac7f-1753952a478c · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:46.142229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eb6a70a0-a701-45f4-8362-4d319a1ab17c · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:46.126919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 27402df7-8511-4a5f-957e-4150ee848282 · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:46.112304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8aa35b71-0acb-4c42-82b6-b26a8ec37192 · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:46.096901Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 649ca9c1-c4ae-498c-ab7e-dc3616400ff7 · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:46.081229Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6cc63e43-d992-49df-a711-af5b97460b0e · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:46.065032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c9bf8dad-66eb-4183-8dda-d1b316302814 · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:46.048332Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation af71f3ec-d3ae-4440-8b8d-54f6ad49833a · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:46.032886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ad6e0840-1c4d-4675-9fba-f78d7d1b594f · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:46.018015Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fae55c16-f4af-4093-a674-2e9301d8e5b6 · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:46.002830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fa67e93e-cc06-40b1-a60b-188296ae9476 · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:45.988013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b4cbb791-2979-4330-9292-8b66af08f607 · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T17:26:45.421070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d342d9a0-8ce1-4107-9282-4faff10af109 · outbound

This paper cites In-Context Unlearning: Language Models as Few Shot Unlearners.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization In-Context Unlearning: Language Models as Few Shot Unlearners

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T17:26:45.425521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc025ace-4f73-43b4-9349-74cd60bd020d · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:45.963411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 033a2cac-0453-457b-a156-48aadf1362b6 · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:45.949258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e3cf19a4-fc8a-493c-aa3f-8bb84ae4dac4 · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T17:26:45.440660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3abdbe5-948b-4722-8277-d09087c57f8e · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:45.924991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 654fb17a-3d4f-452b-9579-55da46df7f20 · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:45.908814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ffa7871b-5cf3-4360-b27f-b365459b1624 · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:45.894049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e6ca9c71-3b14-4965-9508-dcb792a14186 · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:45.879589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3c01d96f-7a4c-48f2-b66b-3ea43282bc6a · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:45.864757Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e08fd1d2-1896-4183-bfe4-39bbccddd4fd · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:45.850163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4e927c67-1829-4455-9fc0-2c20b053f620 · outbound

This paper cites BERTology Meets Biology: Interpreting Attention in Protein Language Models.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization BERTology Meets Biology: Interpreting Attention in Protein Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T17:26:45.473419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2227e34-f7ea-4f45-9191-c602f61aea7b · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T17:26:45.478154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0e1d4e7-4012-4b14-935c-b9a8fe0e1929 · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:45.824995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bca6f0c7-070b-4a40-bb1f-3a24280468c5 · outbound

This paper cites InstructProtein: Aligning Human and Protein Language via Knowledge Instruction.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization InstructProtein: Aligning Human and Protein Language via Knowledge Instruction

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T17:26:45.487778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 304f09f3-124e-4401-be9e-8af3abcd1ca2 · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:45.808673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 194d484a-7c0b-4a73-94ad-b5b5220b4cfe · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:45.794112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b97bb204-c99d-4d5a-84a2-b4dd046ed8e1 · outbound

This paper cites RLCD: Reinforcement Learning from Contrastive Distillation for Language Model Alignment.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization RLCD: Reinforcement Learning from Contrastive Distillation for Language Model Alignment

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T17:26:45.501716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5e67739-421f-4012-a12f-e1cddf0cac87 · outbound

This paper cites RRHF: Rank Responses to Align Language Models with Human Feedback without tears.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization RRHF: Rank Responses to Align Language Models with Human Feedback without tears

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T17:26:45.506333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0c3eb46-d334-43da-81a5-a79b02cc5fc8 · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:45.779732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e43cd80e-54b8-4764-a850-44fb217ed7ce · outbound

This paper cites OntoProtein: Protein Pretraining With Gene Ontology Embedding.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization OntoProtein: Protein Pretraining With Gene Ontology Embedding

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T17:26:45.515498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd82eb51-5108-4251-bd6a-3066d25a77a8 · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:45.765433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7f1fc9dd-31f4-4496-869d-f9e27a73c8bd · outbound

This paper cites an unresolved cited work.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T17:26:45.750680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5cc2f424-91c7-411c-97c1-651fa4e9eff2 · outbound

This paper cites online" 'onlinestring :=.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization online" 'onlinestring :=

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T17:26:45.528975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c44e8f2-ce65-471c-ac68-80b87c833f73 · outbound

This paper cites write newline.

Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization write newline

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T17:26:45.534008Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.