Paper Citation Record · LEDGER

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs

As of 8 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 1 inbound Pith citation observation for arXiv:2506.00439.

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

pith.paper-citation-record.v1
2506.00439 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:08:19.440424Z

measured 45 of 45 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-18T08:25:13.253635Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T08:26:06.323797Z

Reference resolution

44 of 44 outbound references displayed

verified exact1
verified fuzzy0
unresolved43
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 443c67d2-da7f-4b78-a737-937b63d2874d · outbound

This paper cites an unresolved cited work.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:08:24.142456Z

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 743385a2-5f84-4c8f-ba05-d098014d9804 · outbound

This paper cites Program Synthesis with Large Language Models.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Program Synthesis with Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:16.319253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 281d8725-41de-4498-806f-be8fac304914 · outbound

This paper cites an unresolved cited work.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:08:23.879798Z

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 cab1e0bb-992c-4034-aaa2-0e08f449b658 · outbound

This paper cites OpenAI Gym.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs OpenAI Gym

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:16.525814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a3c8ca9-7d47-4f21-adaf-2e88858f76bc · outbound

This paper cites an unresolved cited work.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:08:23.575586Z

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 dd889b3b-e7ce-40e7-890e-fee60414a3c0 · outbound

This paper cites an unresolved cited work.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:08:23.241206Z

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 2f9b2ed3-5e33-46fa-8a83-29808666e5ab · outbound

This paper cites Harnessing Multiple Large Language Models: A Survey on LLM Ensemble.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Harnessing Multiple Large Language Models: A Survey on LLM Ensemble

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:16.821916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 577bc709-8155-4355-b95c-ba73864162d5 · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:16.916932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d0253c8-d3a5-47cf-90af-982cfce4ec8c · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Training Verifiers to Solve Math Word Problems

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:16.999482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f6a594f-8d58-4ad1-9ae8-af3813541e59 · outbound

This paper cites Prompt-to-Leaderboard.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Prompt-to-Leaderboard

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:17.093651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e459faa5-ae31-4e1a-9fd5-fa93c30876bf · outbound

This paper cites The Llama 3 Herd of Models.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs The Llama 3 Herd of Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:17.220995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e0ad496-7944-4c0a-ac25-64718d2fb422 · outbound

This paper cites an unresolved cited work.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:08:22.917576Z

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 50d201fa-3d63-4e7d-87fb-8b73fb959a95 · outbound

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

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:17.409173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 524b54e9-348a-40cc-9619-ca20f41be9ba · outbound

This paper cites DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:17.485544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf7b077a-0ca3-4c46-91ce-8f975dbafdec · outbound

This paper cites an unresolved cited work.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:17.549611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31c77da4-634b-4055-80f2-deafd89460b6 · outbound

This paper cites an unresolved cited work.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:08:22.665362Z

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 cb692c2d-2a3e-431c-97db-f4ab245b0497 · outbound

This paper cites an unresolved cited work.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:08:22.473983Z

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 a549d815-80e1-47a2-8cfc-62901ee7f6a0 · outbound

This paper cites Mistral 7B.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Mistral 7B

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:17.802993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfa2395e-4830-4da5-8911-707f033af9fc · outbound

This paper cites an unresolved cited work.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:17.877934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a7ad712-af92-4caa-a821-be5be6d20315 · outbound

This paper cites an unresolved cited work.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:17.939571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fc9b9ae-13a2-446f-9bca-db2351b04f2f · outbound

This paper cites an unresolved cited work.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:08:22.271746Z

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 6f0e9384-2555-42b8-a69a-25320879844f · outbound

This paper cites Merge, Ensemble, and Cooperate! A Survey on Collaborative Strategies in the Era of Large Language Models.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Merge, Ensemble, and Cooperate! A Survey on Collaborative Strategies in the Era of Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:18.059847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8a2d01d-fd47-46d7-99b3-fc45d1e23abd · outbound

This paper cites SpecFuse: Ensembling Large Language Models via Next-Segment Prediction.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs SpecFuse: Ensembling Large Language Models via Next-Segment Prediction

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:18.114378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed161b3c-92e6-4fe2-ae4f-99bbb463b4d9 · outbound

This paper cites an unresolved cited work.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:08:22.050993Z

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 5e7e5fc5-6168-4ea1-acb0-2d94ddcbaa6b · outbound

This paper cites an unresolved cited work.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:08:21.793963Z

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 2eebad97-9627-4187-98b5-7c9b48580100 · outbound

This paper cites an unresolved cited work.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:18.331915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb090367-d82b-4c77-957c-c86c3591e512 · outbound

This paper cites an unresolved cited work.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:08:21.551510Z

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 cbd4f4bf-81fd-4b76-a2af-3649a78b6a8d · outbound

This paper cites Qwen2.5 Technical Report.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Qwen2.5 Technical Report

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:18.493980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d98a62b-3cf9-424c-8783-8e14e5f84463 · outbound

This paper cites an unresolved cited work.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:08:21.250204Z

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 e278df90-644b-41e4-94cf-7e99d6ca1d9f · outbound

This paper cites an unresolved cited work.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:08:21.073019Z

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 1bc7b8fa-3005-47fa-96d9-cee705901e62 · outbound

This paper cites Proximal Policy Optimization Algorithms.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Proximal Policy Optimization Algorithms

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:18.705282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12e159d0-0887-48d6-988b-1da76d1aba3b · outbound

This paper cites an unresolved cited work.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:18.763436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a8a8d3d-b74d-492e-90dd-d1ddb70e2626 · outbound

This paper cites an unresolved cited work.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:08:20.872157Z

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 603b89a0-84da-4573-a571-26d546695c0c · outbound

This paper cites an unresolved cited work.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:08:20.676124Z

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 632c940d-8642-40ea-8c58-88d8c2a31e12 · outbound

This paper cites an unresolved cited work.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:08:20.467587Z

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 dc798efc-e3c8-48fc-8cae-8400349bfae1 · outbound

This paper cites an unresolved cited work.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:08:20.291745Z

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 b6505634-88a6-4c6e-9742-ce478955637d · outbound

This paper cites Qwen2 Technical Report.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Qwen2 Technical Report

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:19.046979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a3d534d-4aac-4423-bff9-389f98ca96ab · outbound

This paper cites an unresolved cited work.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:08:20.102910Z

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 2b568b36-20c5-42d0-964f-4b7eedaef9bd · outbound

This paper cites an unresolved cited work.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:08:19.910986Z

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 a3538b41-65a8-40cd-9408-f3867b7e9582 · outbound

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

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:19.084919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20d790aa-3441-4b2c-ac7a-88d3688270e0 · outbound

This paper cites an unresolved cited work.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs Unresolved cited work

Reference 41

Resolution: verified exact; doi, observed 2026-08-07T12:08:19.655242Z

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 85ee61f5-4280-4ede-bbbe-f0fdf462b4c1 · outbound

This paper cites CITER: Collaborative Inference for Efficient Large Language Model Decoding with Token-Level Routing.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs CITER: Collaborative Inference for Efficient Large Language Model Decoding with Token-Level Routing

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:19.253109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd5d54dc-7458-4027-80d2-c5efc4b3ad05 · outbound

This paper cites online" 'onlinestring :=.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs online" 'onlinestring :=

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:19.340618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 718a4390-f83f-422b-926b-efedb15b9e03 · outbound

This paper cites write newline.

RLAE: Reinforcement Learning-Assisted Ensemble for LLMs write newline

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:19.440424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 6205a938-1b5e-4261-aab3-3c3c281b56c0 · inbound

RV-HATE: Reinforced Multi-Module Voting for Implicit Hate Speech Detection cites this paper.

RV-HATE: Reinforced Multi-Module Voting for Implicit Hate Speech Detection RLAE: Reinforcement Learning-Assisted Ensemble for LLMs

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-18T08:26:06.325773Z

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.