Paper Citation Record · LEDGER

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data

As of 8 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2506.02018.

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

pith.paper-citation-record.v1
2506.02018 v2

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:20:46.086748Z

measured 42 of 42 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

42 of 42 outbound references displayed

verified exact5
verified fuzzy7
unresolved26
parse uncertain0
malformed identifier3
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f46fc9fd-6362-4c6e-83f0-b18d1c544e9c · outbound

This paper cites an unresolved cited work.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:20:52.009853Z

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 e041b9da-2701-4d8c-ae11-9019ed2d61c8 · outbound

This paper cites an unresolved cited work.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Unresolved cited work

Reference 2

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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 2153b0da-21d5-4019-8c1a-9d669ed4b8b2 · outbound

This paper cites an unresolved cited work.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:20:51.365644Z

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 2532ceb6-3708-47fe-bffd-063df2555ab9 · outbound

This paper cites an unresolved cited work.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T13:20:42.177609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7139339-16a4-4f06-9c7e-6612fd13c38a · outbound

This paper cites Dolan and Chris Brockett.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Dolan and Chris Brockett

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:20:51.031937Z

Source-reported events for the cited work

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Observation 66f9e35e-005c-4066-ad4b-53fe34369095 · outbound

This paper cites The Llama 3 Herd of Models.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data The Llama 3 Herd of Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T13:20:42.354056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 488989a9-026e-41cb-8dae-c397665f7080 · outbound

This paper cites an unresolved cited work.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:20:50.888601Z

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 f653fc04-44d5-448c-82ac-ce27ff4f9517 · outbound

This paper cites an unresolved cited work.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:20:50.708723Z

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 ecf44203-2bb2-4918-bd87-d02f445b63d9 · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Measuring Mathematical Problem Solving With the MATH Dataset

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T13:20:42.630539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c446ef4-49d8-400a-a8ab-6996850623da · outbound

This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T13:20:42.749381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a00cd74e-8f79-4157-b04a-6b400b4d8d43 · outbound

This paper cites an unresolved cited work.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Unresolved cited work

Reference 11

Resolution: verified exact; doi, observed 2026-08-07T13:20:46.886451Z

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 22e2b39e-cebc-4157-a339-fcb3894cbd49 · outbound

This paper cites an unresolved cited work.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:20:50.510353Z

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 7aa712a8-ed69-4263-b158-b0bdf18c523a · outbound

This paper cites an unresolved cited work.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Unresolved cited work

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c88620f0-f839-4126-98a9-9f51206ba38e · outbound

This paper cites Antònia Martí, and Maria Salamó.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Antònia Martí, and Maria Salamó

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:20:50.305632Z

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 a1903775-c7ce-4cc8-afc3-4de643d19779 · outbound

This paper cites 2024.Content Analysis: An Introduction to Its Methodology(fourth edition ed.).

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data 2024.Content Analysis: An Introduction to Its Methodology(fourth edition ed.)

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T13:20:43.260424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cae0c8a3-9e6c-4cf4-8b74-8f6383f9a112 · outbound

This paper cites an unresolved cited work.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:20:50.201170Z

Source-reported events for the cited work

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Observation 59ccd22d-4ecf-45f4-b590-510415ea17b8 · outbound

This paper cites an unresolved cited work.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T13:20:43.460592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed9530a1-bcc6-47af-9954-12da58b5c9e4 · outbound

This paper cites an unresolved cited work.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Unresolved cited work

Reference 18

Resolution: verified exact; doi, observed 2026-08-07T13:20:46.673792Z

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 b25a2280-1365-4885-b582-9432202ae398 · outbound

This paper cites an unresolved cited work.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T13:20:43.656092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c11d3b14-874c-47b6-bbb6-05521506c60f · outbound

This paper cites Luebbers.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Luebbers

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:20:49.941403Z

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 235e01d3-2e7c-4ec3-bf83-0ad7ef729fc7 · outbound

This paper cites Luebbers.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Luebbers

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:20:49.602217Z

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 b8d7f593-1585-40ed-bb87-4f845f493ba6 · outbound

This paper cites an unresolved cited work.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:20:49.320331Z

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 651e8ae4-574a-4bbd-b1f2-cf0a72febee4 · outbound

This paper cites an unresolved cited work.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Unresolved cited work

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 615f9430-fd72-4d0c-b81e-ab3eadec2698 · outbound

This paper cites an unresolved cited work.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Unresolved cited work

Reference 24

Resolution: verified exact; doi, observed 2026-08-07T13:20:46.525219Z

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 cdb2cbba-9b7c-4117-bab0-8dfcbb8f2296 · outbound

This paper cites an unresolved cited work.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T13:20:44.365926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22601bb5-0b24-40e9-a8ab-3466a3038c92 · outbound

This paper cites an unresolved cited work.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:20:49.093328Z

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 6d507cd9-a4b5-47e4-98b8-a1bad7bd0946 · outbound

This paper cites an unresolved cited work.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:20:48.808723Z

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 022dca28-a11e-485c-8d40-6e5950acdc9d · outbound

This paper cites Manning, Stefano Ermon, and Chelsea Finn.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Manning, Stefano Ermon, and Chelsea Finn

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:20:48.478072Z

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 d20ceb06-97ed-4764-99c3-94d7bc9f26bd · outbound

This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data GPQA: A Graduate-Level Google-Proof Q&A Benchmark

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T13:20:44.721588Z

Source-reported events for the cited work

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Observation a7f11e5d-f8f3-4bc6-b701-a9a55a6628f1 · outbound

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Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Proximal Policy Optimization Algorithms

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T13:20:44.838350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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This paper cites an unresolved cited work.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Unresolved cited work

Reference 31

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 195e0ccd-6dcb-4f76-868c-d6df33957e29 · outbound

This paper cites an unresolved cited work.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T13:20:45.042879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71333296-706b-4f03-862a-ff64094fd0bc · outbound

This paper cites an unresolved cited work.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:20:48.240153Z

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 7a450d44-6327-4400-85bb-fb13e10a90a3 · outbound

This paper cites an unresolved cited work.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T13:20:45.456262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50abfaa1-141f-4a45-b2e5-8290e51271e5 · outbound

This paper cites https://openreview.net/forum?id=jenyYQzue1.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data https://openreview.net/forum?id=jenyYQzue1

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:20:48.001313Z

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 ca166a4d-86cb-4f34-b4a4-513b23874857 · outbound

This paper cites Antònia Martí, and Horacio Rodríguez.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Antònia Martí, and Horacio Rodríguez

Reference 36

Resolution: verified exact; raw_fallback, observed 2026-08-07T13:20:47.426633Z

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 a536e37a-f249-49cc-9d10-30b4a9d99dfc · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T13:20:45.514725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc82dd1f-05b3-4209-9b99-c45d071dadfc · outbound

This paper cites an unresolved cited work.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:20:47.821955Z

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 14cb4354-93b1-4cf6-9692-2e6782fc13de · outbound

This paper cites an unresolved cited work.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Unresolved cited work

Reference 39

Resolution: verified exact; doi, observed 2026-08-07T13:20:46.302522Z

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 cf92cc0b-b166-46be-8660-4763775ba2bc · outbound

This paper cites Instruction-Following Evaluation for Large Language Models.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Instruction-Following Evaluation for Large Language Models

Reference 40

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5de44245-c72b-471b-863f-17d63a1acbf5 · outbound

This paper cites an unresolved cited work.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data Unresolved cited work

Reference 41

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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 d3911a7c-4986-44c0-acb6-4606046858ab · outbound

This paper cites InInternational Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain (Proceedings of Machine Learning Research, Vol.

Enhancing Paraphrase Type Generation: The Impact of DPO and RLHF Evaluated with Human-Ranked Data InInternational Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain (Proceedings of Machine Learning Research, Vol

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:20:51.838561Z

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.

Pith citing papers

No inbound Pith citation observations are available.