Paper Citation Record · LEDGER

Preference Ranking Optimization for Human Alignment

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2306.17492.

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

pith.paper-citation-record.v1
2306.17492 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 15 of 15 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 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:45:56.960790Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-24T03:23:49.545047Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 40d25fbf-7ebd-45be-9e3e-a9900ab27456 · inbound

API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs cites this paper.

API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs Preference Ranking Optimization for Human Alignment

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T20:51:41.253387Z

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 f5fef7b2-412f-455c-ba81-f5e01666bb5b · inbound

A Comprehensive Overview of Large Language Models cites this paper.

A Comprehensive Overview of Large Language Models Preference Ranking Optimization for Human Alignment

Reference 171

Resolution: verified exact; arxiv_id, observed 2026-05-19T20:28:39.548768Z

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 329d016a-54f8-49f1-b1c0-90de4cbce338 · inbound

Scaling Relationship on Learning Mathematical Reasoning with Large Language Models cites this paper.

Scaling Relationship on Learning Mathematical Reasoning with Large Language Models Preference Ranking Optimization for Human Alignment

Reference 92

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T00:22:11.051212Z

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 19e54d70-74d9-4a2a-b89b-e4968bd647a5 · inbound

Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations cites this paper.

Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations Preference Ranking Optimization for Human Alignment

Reference 29

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T22:34:15.743237Z

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 534d41e2-0769-4bdc-bcd2-c9068ffc6a9e · inbound

DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models cites this paper.

DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models Preference Ranking Optimization for Human Alignment

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-24T03:23:49.548102Z

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 c6015d5c-045a-42b9-9395-26cdf9f6bc42 · inbound

A Survey on Knowledge Distillation of Large Language Models cites this paper.

A Survey on Knowledge Distillation of Large Language Models Preference Ranking Optimization for Human Alignment

Reference 90

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T23:31:11.521226Z

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 6ab3de7c-cef6-40c9-9e6c-860760496a9e · inbound

ORPO: Monolithic Preference Optimization without Reference Model cites this paper.

ORPO: Monolithic Preference Optimization without Reference Model Preference Ranking Optimization for Human Alignment

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-16T09:34:04.826332Z

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 b0894764-c8cd-48c4-9789-8e388b060228 · inbound

UNA: A Unified Supervised Framework for Efficient LLM Alignment Across Feedback Types cites this paper.

UNA: A Unified Supervised Framework for Efficient LLM Alignment Across Feedback Types Preference Ranking Optimization for Human Alignment

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-23T21:23:27.476519Z

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 7a0eac52-e50a-4f56-8924-1a3c45f46d9c · inbound

Harmful Fine-tuning Attacks and Defenses for Large Language Models: A Survey cites this paper.

Harmful Fine-tuning Attacks and Defenses for Large Language Models: A Survey Preference Ranking Optimization for Human Alignment

Reference 140

Resolution: metadata mismatch; arxiv_id, observed 2026-05-23T20:58:26.510535Z

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 29a73b90-9297-4977-b2fb-e39741917e83 · inbound

LPOI: Listwise Preference Optimization for Vision Language Models cites this paper.

LPOI: Listwise Preference Optimization for Vision Language Models Preference Ranking Optimization for Human Alignment

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:56.960790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5879515a-38ee-40e5-bfec-08e0afebe51f · inbound

From General to Targeted Rewards: Surpassing GPT-4 in Open-Ended Long-Context Generation cites this paper.

From General to Targeted Rewards: Surpassing GPT-4 in Open-Ended Long-Context Generation Preference Ranking Optimization for Human Alignment

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T23:49:47.131971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 487224f8-3174-4d64-a19a-5037895ca1d1 · inbound

HAEPO: History-Aggregated Exploratory Policy Optimization cites this paper.

HAEPO: History-Aggregated Exploratory Policy Optimization Preference Ranking Optimization for Human Alignment

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-05T16:13:08.373707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b76bbd58-df78-4e81-b59a-ae9dd490350d · inbound

TokenRatio: Principled Token-Level Preference Optimization via Ratio Matching cites this paper.

TokenRatio: Principled Token-Level Preference Optimization via Ratio Matching Preference Ranking Optimization for Human Alignment

Reference 107

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T04:57:17.265125Z

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 4a78797e-5a87-438a-8e17-98d56cd6abd1 · inbound

TokenRatio: Principled Token-Level Preference Optimization via Ratio Matching cites this paper.

TokenRatio: Principled Token-Level Preference Optimization via Ratio Matching Preference Ranking Optimization for Human Alignment

Reference 107

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T05:45:06.590771Z

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 141c671e-9ff5-4bd7-9acc-a92dc05504ba · inbound

(Towards) Scalable Reliable Automated Evaluation with Large Language Models cites this paper.

(Towards) Scalable Reliable Automated Evaluation with Large Language Models Preference Ranking Optimization for Human Alignment

Reference 87

Resolution: unresolved; no resolver link, observed 2026-07-31T12:20:07.157908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.