Paper Citation Record · LEDGER

Advancing LLM Reasoning Generalists with Preference Trees

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 41 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 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 41 of 41 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:35:19.143448Z

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

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External citation measurements

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Outbound references

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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 2026-08-22T06:32:14.747728+00:00.

Observation 0b4d4772-3d26-4719-94d0-a63a35b42b18 · inbound

Towards Adaptive Mechanism Activation in Language Agent cites this paper.

Towards Adaptive Mechanism Activation in Language Agent Advancing LLM Reasoning Generalists with Preference Trees

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-12T05:09:47.983171Z

Source-reported events for the cited work

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Observation acca620a-0b77-43c2-9e4b-578ac7f043d1 · inbound

Large Language Models for Scholarly Ontology Generation: An Extensive Analysis in the Engineering Field cites this paper.

Large Language Models for Scholarly Ontology Generation: An Extensive Analysis in the Engineering Field Advancing LLM Reasoning Generalists with Preference Trees

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-11T18:05:58.788948Z

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Observation 6099d9b7-f6b1-4abf-b6d6-bd8e7a675af1 · inbound

JuStRank: Benchmarking LLM Judges for System Ranking cites this paper.

JuStRank: Benchmarking LLM Judges for System Ranking Advancing LLM Reasoning Generalists with Preference Trees

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-11T16:59:49.654539Z

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Observation 99b3e0ae-f37d-4861-986f-cdd089439c71 · inbound

Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment cites this paper.

Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment Advancing LLM Reasoning Generalists with Preference Trees

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T12:16:31.827786Z

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Observation f85fa636-c19f-47b0-ae73-25e54172b216 · inbound

Progressive Multimodal Reasoning via Active Retrieval cites this paper.

Progressive Multimodal Reasoning via Active Retrieval Advancing LLM Reasoning Generalists with Preference Trees

Reference 117

Resolution: unresolved; no resolver link, observed 2026-08-11T11:55:10.604222Z

Source-reported events for the cited work

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Observation cd143d7e-9622-438d-a359-28b3a2e8a701 · inbound

AceMath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling cites this paper.

AceMath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling Advancing LLM Reasoning Generalists with Preference Trees

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-11T11:43:24.886660Z

Source-reported events for the cited work

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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 2026-08-22T06:32:14.747728+00:00.

Observation af2455f1-6d70-40e0-a5f2-6f8daa8f7209 · inbound

LLM-Virus: Evolutionary Jailbreak Attack on Large Language Models cites this paper.

LLM-Virus: Evolutionary Jailbreak Attack on Large Language Models Advancing LLM Reasoning Generalists with Preference Trees

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T23:40:38.766040Z

Source-reported events for the cited work

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Observation a1ed69d1-9d74-414b-9184-f965fb0de936 · inbound

AlphaPO: Reward Shape Matters for LLM Alignment cites this paper.

AlphaPO: Reward Shape Matters for LLM Alignment Advancing LLM Reasoning Generalists with Preference Trees

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-10T21:51:09.374753Z

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Observation 2dfc7745-fffc-455d-94a0-c9c1e4ca79cd · inbound

VidChain: Chain-of-Tasks with Metric-based Direct Preference Optimization for Dense Video Captioning cites this paper.

VidChain: Chain-of-Tasks with Metric-based Direct Preference Optimization for Dense Video Captioning Advancing LLM Reasoning Generalists with Preference Trees

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T20:54:13.330788Z

Source-reported events for the cited work

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Observation 4a54c6a8-65d1-4f45-b9b5-e850d0fd7f98 · inbound

VideoWorld: Exploring Knowledge Learning from Unlabeled Videos cites this paper.

VideoWorld: Exploring Knowledge Learning from Unlabeled Videos Advancing LLM Reasoning Generalists with Preference Trees

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-10T19:49:20.138864Z

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Observation 3a07252d-3349-4ce5-94f7-05ec9388a8c1 · inbound

Improving Influence-based Instruction Tuning Data Selection for Balanced Learning of Diverse Capabilities cites this paper.

Improving Influence-based Instruction Tuning Data Selection for Balanced Learning of Diverse Capabilities Advancing LLM Reasoning Generalists with Preference Trees

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-10T17:34:52.529423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96d4f58c-83e4-4ec7-a4e3-d052d399ecbb · inbound

PairJudge RM: Perform Best-of-N Sampling with Knockout Tournament cites this paper.

PairJudge RM: Perform Best-of-N Sampling with Knockout Tournament Advancing LLM Reasoning Generalists with Preference Trees

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T16:39:31.274704Z

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Observation ae83feb8-fc69-41a7-a818-32a886b08617 · inbound

Eagle 2: Building Post-Training Data Strategies from Scratch for Frontier Vision-Language Models cites this paper.

Eagle 2: Building Post-Training Data Strategies from Scratch for Frontier Vision-Language Models Advancing LLM Reasoning Generalists with Preference Trees

Reference 171

Resolution: unresolved; no resolver link, observed 2026-08-10T18:04:34.732726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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 2026-08-22T06:32:14.747728+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

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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 2026-08-22T06:32:14.747728+00:00.

Observation b527fa5f-5611-4f88-811b-e9b95c6ec9f1 · inbound

InfoPO: On Mutual Information Maximization for Large Language Model Alignment cites this paper.

InfoPO: On Mutual Information Maximization for Large Language Model Alignment Advancing LLM Reasoning Generalists with Preference Trees

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-15T22:01:30.142617Z

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Observation 0e536b2c-b0e1-49c3-a74d-b593f5ba1926 · inbound

GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs cites this paper.

GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs Advancing LLM Reasoning Generalists with Preference Trees

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T21:18:38.578510Z

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Observation f2527d3e-6789-464e-b0c6-c7f67fa7a817 · inbound

SEED-GRPO: Semantic Entropy Enhanced GRPO for Uncertainty-Aware Policy Optimization cites this paper.

SEED-GRPO: Semantic Entropy Enhanced GRPO for Uncertainty-Aware Policy Optimization Advancing LLM Reasoning Generalists with Preference Trees

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T20:40:13.147339Z

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Observation 551757cb-7d42-4d87-9df2-a53eae1d4dcc · inbound

Rethinking Reward Model Evaluation Through the Lens of Reward Overoptimization cites this paper.

Rethinking Reward Model Evaluation Through the Lens of Reward Overoptimization Advancing LLM Reasoning Generalists with Preference Trees

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T20:34:32.707744Z

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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

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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

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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

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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

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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

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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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+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

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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

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Observation bd8c6ada-e011-45c3-ac60-530c11e2b87b · inbound

REOPD: Reliability-Adaptive Reward Extrapolation for On-Policy Distillation cites this paper.

REOPD: Reliability-Adaptive Reward Extrapolation for On-Policy Distillation Advancing LLM Reasoning Generalists with Preference Trees

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T00:35:19.143448Z

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Observation b7b9d316-19c1-4044-9d84-7a9764830712 · inbound

Preference Tree Optimization: Enhancing Goal-Oriented Dialogue with Look-Ahead Simulations cites this paper.

Preference Tree Optimization: Enhancing Goal-Oriented Dialogue with Look-Ahead Simulations Advancing LLM Reasoning Generalists with Preference Trees

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T00:21:59.263922Z

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Unavailable: canonical work link unavailable.