Paper Citation Record · LEDGER

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop

As of 13 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 1 inbound Pith citation observation for arXiv:2412.12644.

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

pith.paper-citation-record.v1
2412.12644 v2

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T13:55:38.989534Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T02:29:16.582341Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T13:01:05.242821Z

Reference resolution

52 of 52 outbound references displayed

verified exact5
verified fuzzy1
unresolved46
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8d8d54d2-9887-44f5-939c-4783174ce315 · outbound

This paper cites online" 'onlinestring :=.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.736074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f563e84a-8d7b-4047-8a81-e62e7bc875f0 · outbound

This paper cites write newline.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.741746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 862e0774-d2f4-48d2-a766-015958c8a6fa · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 3

Resolution: verified exact; doi, observed 2026-08-11T13:55:39.390855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 75bc6db0-78b4-4dbd-9d5d-f3232d220508 · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 4

Resolution: verified exact; doi, observed 2026-08-11T13:55:39.374602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c637da01-bb8e-406f-808a-087b76cfbef0 · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:55:39.872224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 420c5a55-7a0c-4323-8fca-31366886debe · outbound

This paper cites o rn W. Schuller, and Elisabeth Andr \' e . 2020. https://doi.org/10.1007/S13218-020-00632-3 explainable cooperative machine learning with NOVA . K \.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop o rn W. Schuller, and Elisabeth Andr \' e . 2020. https://doi.org/10.1007/S13218-020-00632-3 explainable cooperative machine learning with NOVA . K \

Reference 6

Resolution: verified exact; doi, observed 2026-08-11T13:55:39.359611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f49d1687-adcc-4826-889b-b5d12a3de058 · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:55:39.854116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fc2362f5-4d27-4e98-9237-2a8f7c2e20ad · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:55:39.835789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5368a615-7a44-44d1-8432-5f3ece95241e · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.779092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1645d9fa-a7f6-417a-904e-032ed5bc460d · outbound

This paper cites Language Models are Few-Shot Learners.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Language Models are Few-Shot Learners

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.785164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da82c15a-4065-4f54-85e6-4947c22278d5 · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.790115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b907d985-b481-434c-8335-c4ee8e2053b0 · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.795043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18678fe6-da30-4a33-b8b6-6f6d349b8c5c · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 13

Resolution: verified exact; doi, observed 2026-08-11T13:55:39.324439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 412adc12-80f3-4fd5-8ae6-4b9c83dbc1a3 · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.804666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bf8325f-620a-4c10-b229-8e3887fac291 · outbound

This paper cites The Llama 3 Herd of Models.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop The Llama 3 Herd of Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.809608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19c64c4b-7092-4666-947c-67d286aad4ef · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:55:39.809387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8b0aad3b-ef5c-4be9-b270-32c3ccda4513 · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.818921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e779dc8b-0655-4b23-a02a-200c584b4a71 · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.823573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea2c152d-2d5a-47ad-9865-34db3e33e991 · outbound

This paper cites Mistral 7B.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Mistral 7B

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.828517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac5df2bd-a6f7-43e5-9874-aeae27d35715 · outbound

This paper cites Xu, Jun Araki, and Graham Neubig.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Xu, Jun Araki, and Graham Neubig

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.833456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50c58e7b-65ee-4c69-99f1-dc7967c5c6e2 · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.837985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad6547d0-ccf1-4ac9-88d3-2b22a672ce5d · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:55:39.792905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 487a9a8a-0960-48df-9bdb-c1c49c745860 · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.847101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a21e354b-a24d-4ed1-b092-8412496fa365 · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.851703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2eee489f-34bb-4ef2-88af-2783e3d40966 · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.856532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd7d5e8e-0ef4-4759-9d62-4e3b015a218e · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.861396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73006805-9a93-46dc-8fd7-bbe798f3d580 · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.866258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f50c3adc-65aa-448e-877d-fa4c0f29f997 · outbound

This paper cites Lundberg and Su - In Lee.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Lundberg and Su - In Lee

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.871247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 853627d0-b07b-4d9b-96fc-14117e58723c · outbound

This paper cites Manning, Prabhakar Raghavan, and Hinrich Sch \" u tze.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Manning, Prabhakar Raghavan, and Hinrich Sch \" u tze

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.875703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c494bd14-12ff-44ea-bf7a-ccfef161aef1 · outbound

This paper cites XAI for All: Can Large Language Models Simplify Explainable AI?.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop XAI for All: Can Large Language Models Simplify Explainable AI?

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.880180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad2f76ff-49a0-4094-8f22-db22feef2ccb · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:55:39.766332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 25a5ab38-9fa5-47f0-b26f-d2aa535b7854 · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.891128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67ec08b3-10b1-4dad-a4d6-46c25e933dac · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.895734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a749f41-651d-4aed-be4d-e69ce634711b · outbound

This paper cites GPT-4 Technical Report.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop GPT-4 Technical Report

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.900741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17e5bb8b-6399-4bb9-b2a1-880b00415c8f · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:55:39.740381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f9c63a58-2a64-42e7-8b26-8f33f2f73e5f · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.910623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d69e3eb-cf8d-4608-907c-5b9ca7865797 · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.915247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 769514f5-12c8-442e-9862-48dd5fcfb5c9 · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.920103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbfe3bdf-cdbc-4ff8-8eb5-605d598e1542 · outbound

This paper cites why should I trust you?.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop why should I trust you?

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.924824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b865d37-69a5-45b5-848d-5dde0a4b8620 · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.929413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ef62b27-989a-4a9e-a4c6-c56ef7474452 · outbound

This paper cites Duarte, and Jochen Garcke.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Duarte, and Jochen Garcke

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.934238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b3da716-c114-461f-ae64-fb3a7938b174 · outbound

This paper cites Logan IV, Eric Wallace, and Sameer Singh.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Logan IV, Eric Wallace, and Sameer Singh

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.939070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53d385a9-544e-416d-ab52-2f9b91d98807 · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.943804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb60d18f-5629-4673-95c0-a93b5087c1d9 · outbound

This paper cites Wang, Dongjin Choi, Shenyu Xu, and Diyi Yang.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Wang, Dongjin Choi, Shenyu Xu, and Diyi Yang

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:55:39.713496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation febb511b-2510-443c-893d-9d014f1a78b2 · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:55:39.697623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5c4fd5cc-1219-4e55-87d9-0a0fe3fee153 · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:55:39.681656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1638445f-30d4-4022-b56f-2c7cea4d40aa · outbound

This paper cites Usable XAI: 10 Strategies Towards Exploiting Explainability in the LLM Era.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Usable XAI: 10 Strategies Towards Exploiting Explainability in the LLM Era

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.964040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4a51560-29c8-412d-8d9f-624d1d581c42 · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 48

Resolution: verified exact; doi, observed 2026-08-11T13:55:39.064752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2b85ef4f-2503-4bad-9377-1fea8fa06cf5 · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.974183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cfbd4cd-0397-4fba-849f-37326527daa3 · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.978691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e80dbf6-28ca-4e5c-a0c0-534b6439b3c3 · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-11T13:55:38.983551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20aa8efc-44e9-4d07-bd82-8205063638d7 · outbound

This paper cites an unresolved cited work.

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:55:39.665380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

Observation e9c52c85-b964-400f-9a12-46bb77b37ff6 · inbound

OOPrompt: Reifying Intents into Structured Artifacts for Modular and Iterative Prompting cites this paper.

OOPrompt: Reifying Intents into Structured Artifacts for Modular and Iterative Prompting iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:01:05.246936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.