Paper Citation Record · LEDGER

Iterative Reasoning Preference Optimization

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 25 inbound Pith citation observations for arXiv:2404.19733.

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

pith.paper-citation-record.v1
2404.19733 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 25 of 25 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 25 of 25 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:27:49.338434Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

2
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 169cde8f-8921-4e81-b7f9-13c9b775fde9 · inbound

Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive cites this paper.

Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive Iterative Reasoning Preference Optimization

Reference 114

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T23:04:44.466816Z

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 ba3dc64d-5934-44c6-af64-4f35cbbaee7b · inbound

Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization cites this paper.

Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization Iterative Reasoning Preference Optimization

Reference 76

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T09:16:17.391561Z

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 8e87f634-90c2-4fe7-84c1-96679874929b · inbound

Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search cites this paper.

Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search Iterative Reasoning Preference Optimization

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-23T04:07:30.594150Z

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 08114dfe-9127-43df-b5e1-9ec5f849d039 · inbound

LIMO: Less is More for Reasoning cites this paper.

LIMO: Less is More for Reasoning Iterative Reasoning Preference Optimization

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-17T02:11:37.170645Z

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 d098173b-6f47-467a-becf-6decefae2354 · inbound

Online Knowledge Distillation with Reward Guidance cites this paper.

Online Knowledge Distillation with Reward Guidance Iterative Reasoning Preference Optimization

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T14:27:49.338434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef665640-8de3-49d2-8e93-6562c9d2f7a0 · inbound

Frictional Agent Alignment Framework: Slow Down and Don't Break Things cites this paper.

Frictional Agent Alignment Framework: Slow Down and Don't Break Things Iterative Reasoning Preference Optimization

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T14:20:01.534554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b8c74b3-c7d2-4fd9-9fa0-e88b8aaf2d78 · inbound

Probability-Consistent Preference Optimization for Enhanced LLM Reasoning cites this paper.

Probability-Consistent Preference Optimization for Enhanced LLM Reasoning Iterative Reasoning Preference Optimization

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:51.881145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5605bbe-f396-4310-8d6b-4e4fd10e59b7 · inbound

Control-R: Towards controllable test-time scaling cites this paper.

Control-R: Towards controllable test-time scaling Iterative Reasoning Preference Optimization

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:14:20.784306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e3e4396-081c-46b7-96e1-774db6aa8875 · inbound

PGPO: Enhancing Agent Reasoning via Pseudocode-style Planning Guided Preference Optimization cites this paper.

PGPO: Enhancing Agent Reasoning via Pseudocode-style Planning Guided Preference Optimization Iterative Reasoning Preference Optimization

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T11:47:50.045904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c8bc8ab-dfff-4b38-b740-7d91927a1c8d · inbound

Rethinking DPO: The Role of Rejected Responses in Preference Misalignment cites this paper.

Rethinking DPO: The Role of Rejected Responses in Preference Misalignment Iterative Reasoning Preference Optimization

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T00:52:38.682978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3fc33cf-e7f8-400a-914a-28d445eab0cf · inbound

Optimising Language Models for Downstream Tasks: A Post-Training Perspective cites this paper.

Optimising Language Models for Downstream Tasks: A Post-Training Perspective Iterative Reasoning Preference Optimization

Reference 166

Resolution: unresolved; no resolver link, observed 2026-08-06T22:44:44.374791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2bfe77f-6232-485e-94f8-8b69dbbaa289 · inbound

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought cites this paper.

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought Iterative Reasoning Preference Optimization

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T21:19:37.514013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e72cd4f-3d77-4dc0-bd7a-2c2772aac227 · inbound

Technical Report of TeleChat2, TeleChat2.5 and T1 cites this paper.

Technical Report of TeleChat2, TeleChat2.5 and T1 Iterative Reasoning Preference Optimization

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T14:43:22.729159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32f8d4a6-ad75-4157-aa33-a7f4d287f706 · inbound

Learning to Configure Agentic AI Systems cites this paper.

Learning to Configure Agentic AI Systems Iterative Reasoning Preference Optimization

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-21T13:10:10.393255Z

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 0a03a2dc-8c2b-4957-9d60-27c9f5ecf119 · inbound

Learning to Configure Agentic AI Systems cites this paper.

Learning to Configure Agentic AI Systems Iterative Reasoning Preference Optimization

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-22T11:31:29.563857Z

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 225b7731-7a20-46dc-917b-d9c40ee5da45 · inbound

S2H-DPO: Hardness-Aware Preference Optimization for Vision-Language Models cites this paper.

S2H-DPO: Hardness-Aware Preference Optimization for Vision-Language Models Iterative Reasoning Preference Optimization

Reference 84

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T05:41:02.247061Z

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 e2d574a8-4dd5-4852-b6cb-b2afba6acddc · inbound

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

TokenRatio: Principled Token-Level Preference Optimization via Ratio Matching Iterative Reasoning Preference Optimization

Reference 150

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T04:57:17.375076Z

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 590e9133-a022-4fef-9426-7f7586cede03 · inbound

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

TokenRatio: Principled Token-Level Preference Optimization via Ratio Matching Iterative Reasoning Preference Optimization

Reference 150

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T05:45:06.577200Z

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 a094ac28-9420-49a4-a90c-fe37fd65c469 · inbound

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes cites this paper.

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes Iterative Reasoning Preference Optimization

Reference 186

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T05:57:41.562104Z

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 b1a7437f-f596-499d-ab0c-7fc41ea3c2cf · inbound

Self-Improvement Can Self-Regress: The Rise-and-Collapse Failure Mode of LLM Self-Training cites this paper.

Self-Improvement Can Self-Regress: The Rise-and-Collapse Failure Mode of LLM Self-Training Iterative Reasoning Preference Optimization

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T00:29:16.717946Z

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 69c53d56-ac18-4f74-8d92-7bb60224c84a · inbound

Reward-Free Code Alignment from Pretrained or Fine-Tuned LLM: Unpacking the Trade-offs for Code Generation cites this paper.

Reward-Free Code Alignment from Pretrained or Fine-Tuned LLM: Unpacking the Trade-offs for Code Generation Iterative Reasoning Preference Optimization

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-06-30T08:34:26.755731Z

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 c380513d-5864-4ce4-8214-e693e6d539a8 · inbound

Flow Reasoning Models: Scaling Reasoning Through Iterative Self-Refinement cites this paper.

Flow Reasoning Models: Scaling Reasoning Through Iterative Self-Refinement Iterative Reasoning Preference Optimization

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T08:04:28.460655Z

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 ca1d4301-fb79-49f9-a511-757e94e3061b · inbound

Multi-Turn On-Policy Distillation with Prefix Replay cites this paper.

Multi-Turn On-Policy Distillation with Prefix Replay Iterative Reasoning Preference Optimization

Reference 69

Resolution: unresolved; no resolver link, observed 2026-07-11T13:53:36.775836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 511bdc20-4e3c-465d-951f-fbe531153738 · inbound

Multi-Turn On-Policy Distillation with Prefix Replay cites this paper.

Multi-Turn On-Policy Distillation with Prefix Replay Iterative Reasoning Preference Optimization

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-02T08:40:39.278322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a635ae33-147a-4384-a69a-afc62e4a058e · inbound

Test-Time Scaling via Error Localization cites this paper.

Test-Time Scaling via Error Localization Iterative Reasoning Preference Optimization

Reference 178

Resolution: unresolved; no resolver link, observed 2026-08-01T07:28:36.276989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.