Paper Citation Record · LEDGER

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

As of 18 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 11 inbound Pith citation observations for arXiv:2412.15797.

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

pith.paper-citation-record.v1
2412.15797 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:08:56.611535Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:47:59.894438Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T05:57:41.442502Z

Reference resolution

56 of 56 outbound references displayed

verified exact2
verified fuzzy1
unresolved53
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 83649f6d-5ac7-4325-9395-55417363b19d · outbound

This paper cites online" 'onlinestring :=.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.274552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63a3deb9-b5d7-4bba-a982-422c23cc3607 · outbound

This paper cites write newline.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.282190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c9365ac-b786-43bb-9624-242f30080731 · outbound

This paper cites MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.288180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4fdce8b-450c-4449-a7a2-b6d2a889a2ff · outbound

This paper cites an unresolved cited work.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.295254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0029b63b-d190-4d84-87e0-cd0f3667bfc0 · outbound

This paper cites an unresolved cited work.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.302585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7480710a-0c1d-4eed-8c5f-1905ec51d4ff · outbound

This paper cites Browne, Edward Powley, Daniel Whitehouse, Simon M.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Browne, Edward Powley, Daniel Whitehouse, Simon M

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.309437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72edda3f-c1b9-419c-8216-4b3ca09c3617 · outbound

This paper cites an unresolved cited work.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.315488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 931f9888-7e59-488d-872c-17923603353d · outbound

This paper cites Scaling Instruction-Finetuned Language Models.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Scaling Instruction-Finetuned Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.322577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5593f14b-4e65-4ee8-8af9-f2b44691fc64 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Training Verifiers to Solve Math Word Problems

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.329421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b929652-35c8-4b15-a8d3-98215fc105dd · outbound

This paper cites an unresolved cited work.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.334759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cab89d98-62c3-42a8-a019-0af645b7f405 · outbound

This paper cites an unresolved cited work.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:08:57.826440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b9dd771f-8ff7-4182-846e-e8995256f68d · outbound

This paper cites an unresolved cited work.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:08:57.801407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ee097a1a-c3b6-468a-bd41-a823ce98bed9 · outbound

This paper cites an unresolved cited work.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Unresolved cited work

Reference 13

Resolution: verified exact; doi, observed 2026-08-11T11:08:56.834490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a0b38c5f-97f0-465f-bf7b-bfe49f0da580 · outbound

This paper cites Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.359209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0265996a-e497-4fc9-9da5-9089ac9020ec · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.365319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc481100-adc9-4fc2-aa14-c3b2de9b3fea · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Gemma 2: Improving Open Language Models at a Practical Size

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.370865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74fdfcf5-a2ac-4d3d-b846-5fc7691b9047 · outbound

This paper cites an unresolved cited work.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:08:57.781601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5252f4e0-a6f9-4450-8b6a-2ba7bc061dd4 · outbound

This paper cites an unresolved cited work.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.382188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e35aa3cf-df9f-43e9-b29a-0e6f1e071204 · outbound

This paper cites an unresolved cited work.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.387453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f235046e-a80c-4825-b9f6-9d076534daec · outbound

This paper cites an unresolved cited work.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.393504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d53cf3aa-b6b8-49b6-8b95-3efe1601034d · outbound

This paper cites Mistral 7B.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Mistral 7B

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.398987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58acc187-460d-438f-9eca-aeab407ce5e8 · outbound

This paper cites an unresolved cited work.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.404167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71cf61c0-d039-4e99-9bc1-d8823bd21016 · outbound

This paper cites an unresolved cited work.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:08:57.727204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 462aadfd-c8f3-4a5f-8d2a-cd144695483d · outbound

This paper cites an unresolved cited work.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.415238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f936d18d-dbe3-4c4b-91cd-a835713d27dd · outbound

This paper cites Purifying Large Language Models by Ensembling a Small Language Model.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Purifying Large Language Models by Ensembling a Small Language Model

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.420484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b97e396-e858-4cf7-a96c-8d79c0bff999 · outbound

This paper cites an unresolved cited work.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.425662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 476fdd33-49ea-4dd9-99b1-b8ca14cbdbe0 · outbound

This paper cites Let's Verify Step by Step.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Let's Verify Step by Step

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.430501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a71cdda9-fcea-456d-8052-028a1eb6b756 · outbound

This paper cites Rho-1: Not All Tokens Are What You Need.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Rho-1: Not All Tokens Are What You Need

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.441600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4de7ff82-6882-4666-bb5c-8668388d7ce5 · outbound

This paper cites an unresolved cited work.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.447540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41ebfd6e-55d1-4d26-aa73-a81c4ff590db · outbound

This paper cites Tuning Language Models by Proxy.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Tuning Language Models by Proxy

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.453684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ec8f8b4-f4a9-47dd-9741-991016f64065 · outbound

This paper cites Smith, and Yejin Choi.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Smith, and Yejin Choi

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.458580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f14a627f-2ffa-4ebd-8f69-a74561287010 · outbound

This paper cites Cool-Fusion: Fuse Large Language Models without Training.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Cool-Fusion: Fuse Large Language Models without Training

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.464820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69d1a5ed-6dbb-499f-b897-543148cf472c · outbound

This paper cites The Llama 3 Herd of Models.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning The Llama 3 Herd of Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.471500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2db5d6dc-f1c6-4f09-b1be-a2243743930a · outbound

This paper cites AutoPSV: Automated Process-Supervised Verifier.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning AutoPSV: Automated Process-Supervised Verifier

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.477557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 859a9c5f-6519-4f6b-b9a7-6c872ae85158 · outbound

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

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Merge, Ensemble, and Cooperate! A Survey on Collaborative Strategies in the Era of Large Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.488571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35920f6d-085b-4ac8-8302-972bc501cf93 · outbound

This paper cites Let's reward step by step: Step-Level reward model as the Navigators for Reasoning.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Let's reward step by step: Step-Level reward model as the Navigators for Reasoning

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.494912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 539834a3-0c29-4dd3-80d9-d4af80784acb · outbound

This paper cites Pack of LLMs: Model Fusion at Test-Time via Perplexity Optimization.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Pack of LLMs: Model Fusion at Test-Time via Perplexity Optimization

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.500680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9a6acc0-3e2a-4ef2-84b5-771348c0354c · outbound

This paper cites an unresolved cited work.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.506056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be8da720-04fa-42c9-baae-18239474d660 · outbound

This paper cites GPT-4 Technical Report.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning GPT-4 Technical Report

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.510796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30f35450-dbfe-4a3e-aeaa-20008170b05d · outbound

This paper cites an unresolved cited work.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.515750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a713309-4c8f-4e09-b4bd-f765a1eedde5 · outbound

This paper cites an unresolved cited work.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Unresolved cited work

Reference 41

Resolution: verified exact; doi, observed 2026-08-11T11:08:56.719730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ced31871-6cf7-456a-b618-710f1b2916c8 · outbound

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

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.528237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ca98572-cd7b-402e-832b-2556fcb4081e · outbound

This paper cites Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.533394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc66aa25-a334-4017-8499-1d0fe107433b · outbound

This paper cites an unresolved cited work.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.540260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 094332c2-7e9e-468a-8f4e-1802dfe04099 · outbound

This paper cites Solving math word problems with process- and outcome-based feedback.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Solving math word problems with process- and outcome-based feedback

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.546298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32919e71-085d-4b20-b205-e71279e046b8 · outbound

This paper cites Mixture-of-Agents Enhances Large Language Model Capabilities.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Mixture-of-Agents Enhances Large Language Model Capabilities

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.552915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7035f7a5-ae00-40c9-a13a-01a35b467010 · outbound

This paper cites an unresolved cited work.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.558412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc36740a-0ee8-476c-9372-6b1ef3bf9cc8 · outbound

This paper cites Le, Ed H.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Le, Ed H

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:08:57.676137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7f5e37b2-3a76-45cf-b343-7d67e78b9abf · outbound

This paper cites an unresolved cited work.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:08:57.656710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9602b1f3-a54b-4b76-a174-904b8153bf66 · outbound

This paper cites an unresolved cited work.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:08:57.638552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 951855e9-4ce1-4898-9d3b-e1222f87e4d7 · outbound

This paper cites an unresolved cited work.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.581281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fef0a5a4-dc57-4ca4-a33b-b23166ea1edd · outbound

This paper cites an unresolved cited work.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Unresolved cited work

Reference 52

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5db6909-6e59-4dfe-b80c-b787840c9f61 · outbound

This paper cites an unresolved cited work.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.593604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50c1f99a-0b11-47d1-ad39-7115053fa1fb · outbound

This paper cites an unresolved cited work.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.600003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97a7ba7b-0c46-4a77-a28d-a9dfa12f5b1e · outbound

This paper cites Scaling Relationship on Learning Mathematical Reasoning with Large Language Models.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning Scaling Relationship on Learning Mathematical Reasoning with Large Language Models

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.605782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bdef6c5-b27f-42c2-b52d-610c5aedda5b · outbound

This paper cites ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search.

Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-11T11:08:56.611535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation fd3df95f-703c-4ee3-901a-8ba0f8685769 · inbound

Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning cites this paper.

Bridging Internal Probability and Self-Consistency for Effective and Efficient LLM Reasoning Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T18:53:44.219142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 364b56a7-d41d-4973-9c34-1f70ed6a6dc3 · inbound

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

Harnessing Multiple Large Language Models: A Survey on LLM Ensemble Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-23T02:25:19.659071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1ca95a0f-f308-4e95-a3d5-653fc7fefe31 · inbound

Sailing by the Stars: A Survey on Reward Models and Learning Strategies for Learning from Rewards cites this paper.

Sailing by the Stars: A Survey on Reward Models and Learning Strategies for Learning from Rewards Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T00:47:59.894438Z

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Unavailable: canonical work link unavailable.

Observation 326fe5bc-3c46-494f-8c9c-400f7d0fc181 · inbound

Beyond the First Error: Process Reward Models for Reflective Mathematical Reasoning cites this paper.

Beyond the First Error: Process Reward Models for Reflective Mathematical Reasoning Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T15:38:48.422552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 232eaefc-3bc4-4bad-b615-876ba2ba4022 · inbound

Evaluation of LLMs for mathematical problem solving cites this paper.

Evaluation of LLMs for mathematical problem solving Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

Reference 101

Resolution: unresolved; no resolver link, observed 2026-08-07T12:11:10.351445Z

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Unavailable: canonical work link unavailable.

Observation e72261ed-8f67-4ffe-93ac-33156ce75bb4 · inbound

GEMMAS: Graph-based Evaluation Metrics for Multi Agent Systems cites this paper.

GEMMAS: Graph-based Evaluation Metrics for Multi Agent Systems Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T16:32:46.143917Z

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Unavailable: canonical work link unavailable.

Observation 96e80361-5fc2-444b-a199-df603dc99626 · inbound

Simultaneous Multi-objective Alignment Across Verifiable and Non-verifiable Rewards cites this paper.

Simultaneous Multi-objective Alignment Across Verifiable and Non-verifiable Rewards Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-04T13:15:46.204310Z

Source-reported events for the cited work

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Observation 5653e0b5-ed2c-489b-b68f-c60db92684e9 · inbound

Less Diverse, Less Safe: The Indirect But Pervasive Risk of Test-Time Scaling in Large Language Models cites this paper.

Less Diverse, Less Safe: The Indirect But Pervasive Risk of Test-Time Scaling in Large Language Models Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-18T09:56:13.080196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a30c07b4-60c7-4ddf-bf77-59ca8f5e8d95 · inbound

Scoring, Reasoning, and Selecting the Best! Ensembling Large Language Models via a Peer-Review Process cites this paper.

Scoring, Reasoning, and Selecting the Best! Ensembling Large Language Models via a Peer-Review Process Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-16T19:58:22.734835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4eb27ee2-b77a-4992-867f-13ebc755be51 · 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 Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

Reference 187

Resolution: verified exact; arxiv_id, observed 2026-07-03T05:57:41.444027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f764fec9-15e5-4f06-964e-85092081977f · inbound

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems cites this paper.

TsuGO: Probing Search Efficiency in LLM Reasoning via Go Life-and-Death Problems Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-14T15:59:25.460821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.