Paper Citation Record · LEDGER

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR

As of 18 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2608.11368.

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

pith.paper-citation-record.v1
2608.11368 v2

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:22:55.748266Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

46 of 46 outbound references displayed

verified exact0
verified fuzzy9
unresolved30
parse uncertain0
malformed identifier0
metadata mismatch7

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bb6f9225-6f77-4dc4-aa9e-ba91bf55be2f · outbound

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

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.573285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b34533da-fdb5-47fe-bd15-820ff1852b30 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.578137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 014327e6-c45c-46f5-bbca-041422d0c55a · outbound

This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.582666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d0e24c9-3a3a-4d28-9956-d586ea65d5e1 · outbound

This paper cites REINFORCE++: Stabilizing Critic-Free Policy Optimization with Global Advantage Normalization.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR REINFORCE++: Stabilizing Critic-Free Policy Optimization with Global Advantage Normalization

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.586892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d16408b-b705-45e9-8b9c-0935a053f3f0 · outbound

This paper cites Understanding R1-Zero-Like Training: A Critical Perspective.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR Understanding R1-Zero-Like Training: A Critical Perspective

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.591088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6535be4-2691-499f-8a12-49f8fbf9d344 · outbound

This paper cites arXiv preprint arXiv:2504.03380 , year=.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR arXiv preprint arXiv:2504.03380 , year=

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.595511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fb87f9b-8b0e-4ea9-9364-b4bd23b5a3c0 · outbound

This paper cites arXiv preprint arXiv:2505.14970 , year=.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR arXiv preprint arXiv:2505.14970 , year=

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.599769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ac7fa79-d18f-4e95-83b3-d54f63cf1327 · outbound

This paper cites Act Only When It Pays: Efficient Reinforcement Learning for LLM Reasoning via Selective Rollouts.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR Act Only When It Pays: Efficient Reinforcement Learning for LLM Reasoning via Selective Rollouts

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.603592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8b67dce-6d7b-42e6-8b16-e8c5cd540a8a · outbound

This paper cites arXiv preprint arXiv:2509.25808 , year=.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR arXiv preprint arXiv:2509.25808 , year=

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.607789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f35ff50a-387c-4c30-a9b0-fd1094ce9a44 · outbound

This paper cites Depth-Breadth Synergy in RLVR: Unlocking LLM Reasoning Gains with Adaptive Exploration.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR Depth-Breadth Synergy in RLVR: Unlocking LLM Reasoning Gains with Adaptive Exploration

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.611267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d28743b5-894b-432f-abff-8cbacd634651 · outbound

This paper cites International Conference on Learning Representations , volume=.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR International Conference on Learning Representations , volume=

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:56.773408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2af3dea5-e3c3-4727-bba3-d1eb0689087f · outbound

This paper cites Small Generalizable Prompt Predictive Models Can Steer Efficient RL Post-Training of Large Reasoning Models.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR Small Generalizable Prompt Predictive Models Can Steer Efficient RL Post-Training of Large Reasoning Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.618980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f76f488-d770-4762-b95c-532238cae984 · outbound

This paper cites arXiv preprint arXiv:2602.01601 , year=.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR arXiv preprint arXiv:2602.01601 , year=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.622830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f10cf437-ca19-4bbe-be21-be917c736174 · outbound

This paper cites Where to Spend Rollouts: Hit-Utility Optimal Rollout Allocation for Group-Based RLVR.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR Where to Spend Rollouts: Hit-Utility Optimal Rollout Allocation for Group-Based RLVR

Reference 14

Resolution: metadata mismatch; local_arxiv, observed 2026-08-15T14:22:56.325044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9eedd37a-1adb-4c93-b828-503477adf80a · outbound

This paper cites Learning as Reasoning Unfolds: Progressive Rollout Allocation for Efficient Reinforcement Learning.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR Learning as Reasoning Unfolds: Progressive Rollout Allocation for Efficient Reinforcement Learning

Reference 15

Resolution: metadata mismatch; local_arxiv, observed 2026-08-15T14:22:56.308907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0db1ee7e-c198-4903-a60c-b51080249cb8 · outbound

This paper cites TRACE: A Unified Rollout Budget Allocation Framework for Efficient Agentic Reinforcement Learning.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR TRACE: A Unified Rollout Budget Allocation Framework for Efficient Agentic Reinforcement Learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.634199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc183155-e375-41ec-9ae1-1379d49b6922 · outbound

This paper cites arXiv preprint arXiv:2603.04135 , year=.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR arXiv preprint arXiv:2603.04135 , year=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.638111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a757b10-182a-45f6-89d6-48ac0cbf8a04 · outbound

This paper cites DUET: Optimize Token-Budget Allocation for Reinforcement Learning with Verifiable Rewards.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR DUET: Optimize Token-Budget Allocation for Reinforcement Learning with Verifiable Rewards

Reference 18

Resolution: metadata mismatch; local_arxiv, observed 2026-08-15T14:22:56.217911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b43c053e-2844-4f5d-928d-795bb73b9cbb · outbound

This paper cites Cross-Epoch Adaptive Rollout Optimization for RL Post-Training.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR Cross-Epoch Adaptive Rollout Optimization for RL Post-Training

Reference 19

Resolution: metadata mismatch; local_arxiv, observed 2026-08-15T14:22:56.200866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3a36b405-7e51-4dd8-aed0-3d439c483d46 · outbound

This paper cites sGPO: Trading Inference FLOPs for Training Efficiency in RLVR.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR sGPO: Trading Inference FLOPs for Training Efficiency in RLVR

Reference 20

Resolution: metadata mismatch; local_arxiv, observed 2026-08-15T14:22:56.185300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 96b950e4-275c-4473-a501-4cfa3241489c · outbound

This paper cites Rethinking Groups in Critic-Free RLVR.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR Rethinking Groups in Critic-Free RLVR

Reference 21

Resolution: metadata mismatch; local_arxiv, observed 2026-08-15T14:22:56.169526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7b8150cf-647f-479f-8192-300b2dbd7b60 · outbound

This paper cites arXiv preprint arXiv:2603.01162 , year=.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR arXiv preprint arXiv:2603.01162 , year=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.656908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c528aded-7055-4046-9137-e0b5534489fd · outbound

This paper cites arXiv preprint arXiv:2603.06619 , year=.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR arXiv preprint arXiv:2603.06619 , year=

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.661194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc6b23c1-4946-4818-8b57-7d15d2cc6d17 · outbound

This paper cites Doing well with less! On Sampling Techniques for Empirical Pairwise Loss Estimation/Minimization.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR Doing well with less! On Sampling Techniques for Empirical Pairwise Loss Estimation/Minimization

Reference 24

Resolution: metadata mismatch; local_arxiv, observed 2026-08-15T14:22:56.037058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5e1d34f2-0b2e-4be5-912a-6f681c343791 · outbound

This paper cites arXiv preprint arXiv:2601.15609 , year=.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR arXiv preprint arXiv:2601.15609 , year=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.669013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83d76e4a-6ad1-41c7-a302-2b8f440d1212 · outbound

This paper cites GradAlign: Gradient-Aligned Data Selection for LLM Reinforcement Learning.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR GradAlign: Gradient-Aligned Data Selection for LLM Reinforcement Learning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.672688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df1cf1b5-5833-4e67-828e-bfb3a9e98242 · outbound

This paper cites arXiv preprint arXiv:2510.00819 , year=.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR arXiv preprint arXiv:2510.00819 , year=

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.676424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95a9c6fc-4dfb-4220-831c-a27ab4296e00 · outbound

This paper cites Journal of the American Statistical Association , volume=.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR Journal of the American Statistical Association , volume=

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:56.762687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 07636f28-8310-4902-b781-e428cf34af52 · outbound

This paper cites The Annals of Mathematical Statistics , volume=.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR The Annals of Mathematical Statistics , volume=

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:56.751831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 742fcf32-cc1b-484f-81a3-ed73cf99fac7 · outbound

This paper cites Journal of the Royal Statistical Society , volume=.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR Journal of the Royal Statistical Society , volume=

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:56.739614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0ccb88a2-3007-4e23-a1c1-ba70e62aa072 · outbound

This paper cites The Annals of Mathematical Statistics , volume=.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR The Annals of Mathematical Statistics , volume=

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:56.726370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 60f4eb49-2379-4832-a88a-86f3816fa0ac · outbound

This paper cites an unresolved cited work.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:22:56.713384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 55ff87cc-83b0-43c7-a67f-ff6ae02dee10 · outbound

This paper cites Statistica Sinica , volume=.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR Statistica Sinica , volume=

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:56.700710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7722bc66-f41f-4017-886a-b8c5f637804d · outbound

This paper cites Proceedings of the 31st Conference on Learning Theory , volume=.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR Proceedings of the 31st Conference on Learning Theory , volume=

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:56.688782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7e937ad6-f332-46a1-b77a-29e6b8204fd9 · outbound

This paper cites Proximal Policy Optimization Algorithms.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR Proximal Policy Optimization Algorithms

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.705450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e045e457-7ebf-46ba-b85d-4c47dd8b124e · outbound

This paper cites Back to Basics: Revisiting REINFORCE Style Optimization for Learning from Human Feedback in LLMs.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR Back to Basics: Revisiting REINFORCE Style Optimization for Learning from Human Feedback in LLMs

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.709153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 313b1e71-a151-4b2e-8c84-634c02235697 · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR Measuring Mathematical Problem Solving With the MATH Dataset

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.712958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a81edfab-7607-4753-aa58-15f026bbf1ce · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR Training Verifiers to Solve Math Word Problems

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.717192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 974e3f2a-811b-4f96-aecc-dbe791c17d4c · outbound

This paper cites Let's Verify Step by Step.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR Let's Verify Step by Step

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.720881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3595bc65-17cf-40a4-bebb-3ab8cee90089 · outbound

This paper cites TACO: Topics in Algorithmic COde generation dataset.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR TACO: Topics in Algorithmic COde generation dataset

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.724302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1c5ac8b-ac2d-4b86-8493-d5f6cf89c180 · outbound

This paper cites OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.728643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 478aa5f1-b5bc-4946-aaf5-66194ebaa21e · outbound

This paper cites LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.732331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4975b78-6964-4199-a0d2-ff32cda5d422 · outbound

This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR GPQA: A Graduate-Level Google-Proof Q&A Benchmark

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.736316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cb8cb34-a114-43c8-9b4f-cb3b031a81bf · outbound

This paper cites Qwen3 Technical Report.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR Qwen3 Technical Report

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T14:22:55.740397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa9b8db1-21e8-4115-87bb-fd24a239487b · outbound

This paper cites Proceedings of the Twentieth European Conference on Computer Systems , year=.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR Proceedings of the Twentieth European Conference on Computer Systems , year=

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:56.676766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ed3ff9e9-2e79-4a29-80af-409773babe50 · outbound

This paper cites Proceedings of the 29th ACM Symposium on Operating Systems Principles , pages=.

PAIR: Pairwise-Aware Inclusion Reweighting for Adaptive Rollout Allocation in RLVR Proceedings of the 29th ACM Symposium on Operating Systems Principles , pages=

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T14:22:56.665754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

No inbound Pith citation observations are available.