Paper Citation Record · LEDGER

Optimal Transport-Based Token Weighting scheme for Enhanced Preference Optimization

As of 10 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 2 inbound Pith citation observations for arXiv:2505.18720.

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

pith.paper-citation-record.v1
2505.18720 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:31:23.221287Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-22T11:17:03.104902Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T11:21:28.971901Z

Reference resolution

13 of 13 outbound references displayed

verified exact0
verified fuzzy7
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f0c6b7a1-f56d-4df3-8e0c-92fd88cb61d0 · outbound

This paper cites Evaluators need to compare the two responses based on evaluation criteria listed below and select the better response.

Optimal Transport-Based Token Weighting scheme for Enhanced Preference Optimization Evaluators need to compare the two responses based on evaluation criteria listed below and select the better response

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:24.800823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dcded91f-66fd-48ec-bb34-1370ded81fe9 · outbound

This paper cites an unresolved cited work.

Optimal Transport-Based Token Weighting scheme for Enhanced Preference Optimization Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:31:24.522676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 132ae76a-e61b-402d-8703-7cbf2d3906c5 · outbound

This paper cites an unresolved cited work.

Optimal Transport-Based Token Weighting scheme for Enhanced Preference Optimization Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:31:24.304564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 064e13bf-cc67-4dc6-bdec-4794fc23704b · outbound

This paper cites Mohammad Gheshlaghi Azar, Zhaohan Daniel Guo, Bi- lal Piot, Remi Munos, Mark Rowland, Michal Valko, and Daniele Calandriello.

Optimal Transport-Based Token Weighting scheme for Enhanced Preference Optimization Mohammad Gheshlaghi Azar, Zhaohan Daniel Guo, Bi- lal Piot, Remi Munos, Mark Rowland, Michal Valko, and Daniele Calandriello

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:25.342252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 40769ce1-861b-4209-b45a-07f6fa0fb570 · outbound

This paper cites Payment is based on task completion and quality control measures to ensure reliable judgments.

Optimal Transport-Based Token Weighting scheme for Enhanced Preference Optimization Payment is based on task completion and quality control measures to ensure reliable judgments

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:23.564270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 59d626d6-4fbc-4f04-afc8-01274b05ca65 · outbound

This paper cites Advances in neural in- formation processing systems, 35:27730–27744.

Optimal Transport-Based Token Weighting scheme for Enhanced Preference Optimization Advances in neural in- formation processing systems, 35:27730–27744

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:25.065101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 34e2bed6-a7a6-4cbe-bce3-07af2c1df1bc · outbound

This paper cites A Comprehensive Survey of Direct Preference Optimization: Datasets, Theories, Variants, and Applications.

Optimal Transport-Based Token Weighting scheme for Enhanced Preference Optimization A Comprehensive Survey of Direct Preference Optimization: Datasets, Theories, Variants, and Applications

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:22.245835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8099d179-e1bb-4684-917a-2941b858965b · outbound

This paper cites The waves dance under the moon, a melody soft and bright.

Optimal Transport-Based Token Weighting scheme for Enhanced Preference Optimization The waves dance under the moon, a melody soft and bright

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:23.951209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4a707e1a-e982-4568-86cd-1bf20878005c · outbound

This paper cites In International conference on machine learning , pages 214–223.

Optimal Transport-Based Token Weighting scheme for Enhanced Preference Optimization In International conference on machine learning , pages 214–223

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:25.788494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e90a8382-15d9-4b7c-9f5a-00edaafa5fb3 · outbound

This paper cites Binary Classifier Optimization for Large Language Model Alignment.

Optimal Transport-Based Token Weighting scheme for Enhanced Preference Optimization Binary Classifier Optimization for Large Language Model Alignment

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:22.006817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 807a26c9-7f25-44c2-b60c-a870e20be6e0 · outbound

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

Optimal Transport-Based Token Weighting scheme for Enhanced Preference Optimization Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:21.474464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09872e5e-1220-4573-abd1-3aae5516d0bf · outbound

This paper cites Unpacking the Ethical Value Alignment in Big Models.

Optimal Transport-Based Token Weighting scheme for Enhanced Preference Optimization Unpacking the Ethical Value Alignment in Big Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:22.415367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9cb21bd-a4d6-4f85-a5d0-66e3bf7bf05d · outbound

This paper cites In First Conference on Language Modeling.

Optimal Transport-Based Token Weighting scheme for Enhanced Preference Optimization In First Conference on Language Modeling

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:31:25.587596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation b0e8b544-86a1-4eba-b111-612e9f182253 · inbound

Revisiting Robustness for LLM Safety Alignment via Selective Geometry Control cites this paper.

Revisiting Robustness for LLM Safety Alignment via Selective Geometry Control Optimal Transport-Based Token Weighting scheme for Enhanced Preference Optimization

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-22T11:21:28.975813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ac78695b-99a2-4f8b-b9c5-e87852d4e7d8 · inbound

OpenVLThinkerV2: A Generalist Multimodal Reasoning Model for Multi-domain Visual Tasks cites this paper.

OpenVLThinkerV2: A Generalist Multimodal Reasoning Model for Multi-domain Visual Tasks Optimal Transport-Based Token Weighting scheme for Enhanced Preference Optimization

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:30:58.719872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.