Paper Citation Record · LEDGER

Advancing LLM Reasoning Generalists with Preference Trees

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 22 inbound Pith citation observations for arXiv:2404.02078.

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

pith.paper-citation-record.v1
2404.02078 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 22 of 22 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T12:17:46.033521Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T09:47:59.922599Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
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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 751ebca6-97a9-4d89-845a-c0bddda875f0 · inbound

Skywork-Reward: Bag of Tricks for Reward Modeling in LLMs cites this paper.

Skywork-Reward: Bag of Tricks for Reward Modeling in LLMs Advancing LLM Reasoning Generalists with Preference Trees

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-17T16:18:01.688186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fe2c7e9f-6eeb-4093-b116-adbf38238b95 · inbound

Training Software Engineering Agents and Verifiers with SWE-Gym cites this paper.

Training Software Engineering Agents and Verifiers with SWE-Gym Advancing LLM Reasoning Generalists with Preference Trees

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T05:20:40.532699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bbb07ed4-5c56-43c8-9149-8d4d764f1977 · inbound

SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model cites this paper.

SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model Advancing LLM Reasoning Generalists with Preference Trees

Reference 249

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T17:30:03.070601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1403d4b0-07a5-4db9-9c9d-63e497ddc699 · inbound

DPO-Shift: Shifting the Distribution of Direct Preference Optimization cites this paper.

DPO-Shift: Shifting the Distribution of Direct Preference Optimization Advancing LLM Reasoning Generalists with Preference Trees

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-08T12:17:46.033521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 165f613f-8b50-463b-87c7-d8edfa19b879 · inbound

Measuring Diversity in Synthetic Datasets cites this paper.

Measuring Diversity in Synthetic Datasets Advancing LLM Reasoning Generalists with Preference Trees

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-08T04:54:50.972531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97156b06-e60e-412f-bc12-c2c7951d7809 · inbound

Video-R1: Reinforcing Video Reasoning in MLLMs cites this paper.

Video-R1: Reinforcing Video Reasoning in MLLMs Advancing LLM Reasoning Generalists with Preference Trees

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-12T09:43:00.303113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5bab72b9-5519-4cfb-8f12-b78c64860908 · inbound

On the Effect of Negative Gradient in Group Relative Deep Reinforcement Optimization cites this paper.

On the Effect of Negative Gradient in Group Relative Deep Reinforcement Optimization Advancing LLM Reasoning Generalists with Preference Trees

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T14:29:33.431718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0780e28-bddc-4838-9500-e3b1140c06a7 · inbound

Towards Reliable, Uncertainty-Aware Alignment cites this paper.

Towards Reliable, Uncertainty-Aware Alignment Advancing LLM Reasoning Generalists with Preference Trees

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T15:40:17.967384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7053f5d5-dea0-40bc-9503-8717edc46fbd · inbound

SC2Arena and StarEvolve: Benchmark and Self-Improvement Framework for LLMs in Complex Decision-Making Tasks cites this paper.

SC2Arena and StarEvolve: Benchmark and Self-Improvement Framework for LLMs in Complex Decision-Making Tasks Advancing LLM Reasoning Generalists with Preference Trees

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T20:30:30.162000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de9fd7fd-02f4-48a6-90e0-a0ae86389acd · inbound

Anchoring Refusal Direction: Mitigating Safety Risks in Tuning via Projection Constraint cites this paper.

Anchoring Refusal Direction: Mitigating Safety Risks in Tuning via Projection Constraint Advancing LLM Reasoning Generalists with Preference Trees

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-04T23:10:21.344039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66f4bc15-23dc-4d73-aba2-5d4f2540df54 · inbound

MoGU V2: Toward a Higher Pareto Frontier Between Model Usability and Security cites this paper.

MoGU V2: Toward a Higher Pareto Frontier Between Model Usability and Security Advancing LLM Reasoning Generalists with Preference Trees

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-04T23:09:41.578345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b03affbf-8748-48a8-b01b-0021ec3c3e58 · inbound

PaTaRM: Bridging Pairwise and Pointwise Signals via Preference-Aware Task-Adaptive Reward Modeling cites this paper.

PaTaRM: Bridging Pairwise and Pointwise Signals via Preference-Aware Task-Adaptive Reward Modeling Advancing LLM Reasoning Generalists with Preference Trees

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T03:20:49.262191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c93977e0-94bb-4c22-9f53-e65977d49b3d · inbound

CompliBench: Benchmarking LLM Judges for Compliance Violation Detection in Dialogue Systems cites this paper.

CompliBench: Benchmarking LLM Judges for Compliance Violation Detection in Dialogue Systems Advancing LLM Reasoning Generalists with Preference Trees

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T11:26:02.393606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation af10dbf6-ac5e-4141-b505-c0e394271f2b · inbound

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration cites this paper.

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration Advancing LLM Reasoning Generalists with Preference Trees

Reference 66

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:51:30.256032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation afbbf399-40d4-47e1-8cc6-6f4a444e99ce · inbound

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration cites this paper.

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration Advancing LLM Reasoning Generalists with Preference Trees

Reference 66

Resolution: verified exact; arxiv_id, observed 2026-05-15T05:15:03.285300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c197a95d-51d7-4132-993a-48c8947a0adb · inbound

Holder Policy Optimisation cites this paper.

Holder Policy Optimisation Advancing LLM Reasoning Generalists with Preference Trees

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-13T06:12:22.771833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cdafa392-70f2-41ba-b055-d46aef9d1d2e · inbound

Holder Policy Optimisation cites this paper.

Holder Policy Optimisation Advancing LLM Reasoning Generalists with Preference Trees

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-22T10:01:23.055182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0d72bc2b-36a2-4861-a354-1bc2b1e43cf5 · inbound

Selective-Advantage Entropy-Adaptive Horizon GRPO: Asymmetric Token-Level Discounting for Efficient Reinforcement Learning of Language Models cites this paper.

Selective-Advantage Entropy-Adaptive Horizon GRPO: Asymmetric Token-Level Discounting for Efficient Reinforcement Learning of Language Models Advancing LLM Reasoning Generalists with Preference Trees

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-02T07:26:46.066822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0a1dc478-abb7-42a0-b754-eaed8449afc6 · inbound

Representation-Aware Advantage Estimation: Your Reward Model Provides More Than A Scalar Output cites this paper.

Representation-Aware Advantage Estimation: Your Reward Model Provides More Than A Scalar Output Advancing LLM Reasoning Generalists with Preference Trees

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-07-03T04:47:38.255909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 35613fd2-39ca-4567-9df6-1dd09537c8c0 · inbound

Architecture-Aware Reinforcement Learning Makes Sliding-Window Attention Competitive in Math Reasoning cites this paper.

Architecture-Aware Reinforcement Learning Makes Sliding-Window Attention Competitive in Math Reasoning Advancing LLM Reasoning Generalists with Preference Trees

Reference 66

Resolution: verified exact; arxiv_id, observed 2026-07-03T09:47:59.923933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cf321595-60bd-4b5a-a8f3-66f03fa2802c · inbound

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

Multi-Turn On-Policy Distillation with Prefix Replay Advancing LLM Reasoning Generalists with Preference Trees

Reference 67

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 350e3b83-e95c-497e-96fa-f4c9f3db9a24 · inbound

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

Multi-Turn On-Policy Distillation with Prefix Replay Advancing LLM Reasoning Generalists with Preference Trees

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-02T08:40:39.023948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.