Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:02:26.048992Z
Paper Citation Record · LEDGER
Temporal Sampling for Forgotten Reasoning in LLMs
As of 8 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 4 inbound Pith citation observations for arXiv:2505.20196.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T15:15:42.129693Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T07:46:45.680966Z
Reference resolution
61 of 61 outbound references displayed
- verified exact0
- verified fuzzy24
- unresolved36
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 70c7d326-6ed9-42ec-8b8a-8e847eef9652 · outbound
This paper cites Integer partitions.
Temporal Sampling for Forgotten Reasoning in LLMs Integer partitions
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:02:30.715168Z
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 b58ca41b-2f50-4d3f-9051-996ee7f081f4 · outbound
This paper cites Training data attribution via ap- proximate unrolled differentiation, 2024.
Temporal Sampling for Forgotten Reasoning in LLMs Training data attribution via ap- proximate unrolled differentiation, 2024
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:02:30.550097Z
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 f1d73099-f6cb-4f40-bdda-3fbace0b557a · outbound
This paper cites Scaling test-time compute with open models, 2024.
Temporal Sampling for Forgotten Reasoning in LLMs Scaling test-time compute with open models, 2024
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:02:30.356784Z
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 81dbd395-e89d-4511-98d7-c0b38b1f18a9 · outbound
This paper cites Evaluating Large Language Models Trained on Code.
Temporal Sampling for Forgotten Reasoning in LLMs Evaluating Large Language Models Trained on Code
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:23.236891Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f4d909d-ed34-41c0-9570-218f75d6e845 · outbound
This paper cites Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning, 2025.
Temporal Sampling for Forgotten Reasoning in LLMs Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning, 2025
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:23.255182Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6cbad9c1-eb11-40ca-889d-78304facee2d · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
Temporal Sampling for Forgotten Reasoning in LLMs DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:23.278184Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33929f6c-0c68-4ef9-90b7-e98e1714adb1 · outbound
This paper cites Raft: Reward ranked finetuning for generative foundation model alignment, 2023.
Temporal Sampling for Forgotten Reasoning in LLMs Raft: Reward ranked finetuning for generative foundation model alignment, 2023
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:23.326108Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 993a767d-68e2-4c37-a1b7-6fda07f280b8 · outbound
This paper cites Open r1: A fully open reproduction of deepseek-r1, January 2025.
Temporal Sampling for Forgotten Reasoning in LLMs Open r1: A fully open reproduction of deepseek-r1, January 2025
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:23.348367Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1aa825a2-6d8e-4e56-acd4-544464a942b3 · outbound
This paper cites Alphazero-like tree-search can guide large language model decoding and train- ing, 2023.
Temporal Sampling for Forgotten Reasoning in LLMs Alphazero-like tree-search can guide large language model decoding and train- ing, 2023
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:02:30.139456Z
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 a87407a6-5a1b-47d8-90b2-5c4e5ede8085 · outbound
This paper cites Olympiadbench: A challenging benchmark for promoting agi with olympiad-level bilingual multimodal scientific problems, 2024.
Temporal Sampling for Forgotten Reasoning in LLMs Olympiadbench: A challenging benchmark for promoting agi with olympiad-level bilingual multimodal scientific problems, 2024
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:23.407754Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3289dfd-8af4-467b-9f42-3d59977b2626 · outbound
This paper cites Measuring mathematical problem solving with the math dataset.
Temporal Sampling for Forgotten Reasoning in LLMs Measuring mathematical problem solving with the math dataset
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:02:29.947899Z
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 a1bf7707-3401-47dc-9471-91ed35b4bde4 · outbound
This paper cites Measuring mathematical problem solving with the math dataset, 2021.
Temporal Sampling for Forgotten Reasoning in LLMs Measuring mathematical problem solving with the math dataset, 2021
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:23.533322Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef3c62b9-eb3c-4942-a79a-974e89f82677 · outbound
This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen.
Temporal Sampling for Forgotten Reasoning in LLMs Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:23.578889Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2e60e65-9036-4a98-9c22-06a46cf996f4 · outbound
This paper cites Putting rl back in rlhf.
Temporal Sampling for Forgotten Reasoning in LLMs Putting rl back in rlhf
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:02:29.719136Z
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 472600c0-b3eb-48a1-bd36-5029bd3c87da · outbound
This paper cites Ii-thought : A large-scale, high-quality reasoning dataset, 2025.
Temporal Sampling for Forgotten Reasoning in LLMs Ii-thought : A large-scale, high-quality reasoning dataset, 2025
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:02:29.525687Z
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 acc95381-6fa2-4f7a-9d6f-56fb86a2f5a3 · outbound
This paper cites Disentangling memory and reasoning ability in large language models, 2025.
Temporal Sampling for Forgotten Reasoning in LLMs Disentangling memory and reasoning ability in large language models, 2025
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:02:29.329756Z
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 1107fcfd-8811-4be0-ad73-2cdcc62c0af3 · outbound
This paper cites MindStar: Enhancing Math Reasoning in Pre-trained LLMs at Inference Time.
Temporal Sampling for Forgotten Reasoning in LLMs MindStar: Enhancing Math Reasoning in Pre-trained LLMs at Inference Time
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:23.778999Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 972f01bc-f229-4add-80e5-48c92d350f2b · outbound
This paper cites Gunawi, Cody Hammock, Joe Mambretti, Alexander Barnes, Franc ¸ois Halbach, Alex Rocha, and Joe Stubbs.
Temporal Sampling for Forgotten Reasoning in LLMs Gunawi, Cody Hammock, Joe Mambretti, Alexander Barnes, Franc ¸ois Halbach, Alex Rocha, and Joe Stubbs
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:02:29.162314Z
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 104c28fe-9ff2-4000-a969-a137f8e40e68 · outbound
This paper cites ARGS: Alignment as reward-guided search.
Temporal Sampling for Forgotten Reasoning in LLMs ARGS: Alignment as reward-guided search
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:02:28.983441Z
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 8f256095-4e90-40b5-841c-3c6d37bdc0e7 · outbound
This paper cites Kimi k1.5: Scaling reinforcement learning with llms, 2025.
Temporal Sampling for Forgotten Reasoning in LLMs Kimi k1.5: Scaling reinforcement learning with llms, 2025
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:23.808887Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13670720-9bab-4117-a955-facc318172a6 · outbound
This paper cites Fine-tuning can distort pretrained features and underperform out-of-distribution, 2022.
Temporal Sampling for Forgotten Reasoning in LLMs Fine-tuning can distort pretrained features and underperform out-of-distribution, 2022
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:02:28.794799Z
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 9aa6ccff-3aa4-4725-a96d-c2c9504629ea · outbound
This paper cites Med-r1: Reinforcement learning for generalizable medical reasoning in vision-language models, 2025.
Temporal Sampling for Forgotten Reasoning in LLMs Med-r1: Reinforcement learning for generalizable medical reasoning in vision-language models, 2025
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:02:28.618669Z
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 12f2dc94-0fc4-498c-89a5-c05aed516231 · outbound
This paper cites Miranda, Alisa Liu, Nouha Dziri, Shane Lyu, Yuling Gu, Saumya Malik, Victoria Graf, Jena D.
Temporal Sampling for Forgotten Reasoning in LLMs Miranda, Alisa Liu, Nouha Dziri, Shane Lyu, Yuling Gu, Saumya Malik, Victoria Graf, Jena D
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:02:28.455123Z
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 72ccfa28-6238-4a10-ae52-8c334caa6385 · outbound
This paper cites Tang, Manan Roongta, Colin Cai, Jeffrey Luo, Li Erran Li, Raluca Ada Popa, and Ion Stoica.
Temporal Sampling for Forgotten Reasoning in LLMs Tang, Manan Roongta, Colin Cai, Jeffrey Luo, Li Erran Li, Raluca Ada Popa, and Ion Stoica
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:23.875586Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6d77920-7be7-466a-832b-afb1dcb2f8fb · outbound
This paper cites An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning.
Temporal Sampling for Forgotten Reasoning in LLMs An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:23.918480Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2aaa8f3-3bff-438d-87e5-5815c8ca0e76 · outbound
This paper cites Adaptive Inference-Time Compute: LLMs Can Predict if They Can Do Better, Even Mid-Generation.
Temporal Sampling for Forgotten Reasoning in LLMs Adaptive Inference-Time Compute: LLMs Can Predict if They Can Do Better, Even Mid-Generation
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:23.966532Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1905c551-d608-4113-8cd8-7790aebe0100 · outbound
This paper cites s1: Simple test-time scaling, 2025.
Temporal Sampling for Forgotten Reasoning in LLMs s1: Simple test-time scaling, 2025
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:02:28.276013Z
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 2d0e710d-69c8-41cf-9fda-4ad4d47beb80 · outbound
This paper cites Sky-T1: Train your own o1 preview model within $450, 2025.
Temporal Sampling for Forgotten Reasoning in LLMs Sky-T1: Train your own o1 preview model within $450, 2025
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:02:28.063624Z
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 b9bc2fbe-f3e7-4304-b74b-fff0dc7b390f · outbound
This paper cites Learning to reason with llms, 2024.
Temporal Sampling for Forgotten Reasoning in LLMs Learning to reason with llms, 2024
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:24.201176Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f9da60b-9f49-4816-a93c-775a31a05115 · outbound
This paper cites an unresolved cited work.
Temporal Sampling for Forgotten Reasoning in LLMs Unresolved cited work
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:24.260758Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af592150-0df5-4edf-820e-c8bc1f23ce90 · outbound
This paper cites Qwq: Reflect deeply on the boundaries of the unknown, 2024.
Temporal Sampling for Forgotten Reasoning in LLMs Qwq: Reflect deeply on the boundaries of the unknown, 2024
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:24.325870Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4c740ae-2096-464f-8864-134a332b86bc · outbound
This paper cites Manning, and Chelsea Finn.
Temporal Sampling for Forgotten Reasoning in LLMs Manning, and Chelsea Finn
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:24.399877Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f501025a-142a-42a5-8eff-922a8d511722 · outbound
This paper cites Gpqa: A graduate-level google-proof q&a benchmark.
Temporal Sampling for Forgotten Reasoning in LLMs Gpqa: A graduate-level google-proof q&a benchmark
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:24.459177Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28b803aa-4298-4f9d-9fe7-4fb4d18550d3 · outbound
This paper cites Sutherland.
Temporal Sampling for Forgotten Reasoning in LLMs Sutherland
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:02:27.925285Z
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 8d41def4-9b7e-4cbc-bb7a-ac537e376c65 · outbound
This paper cites Sutherland.
Temporal Sampling for Forgotten Reasoning in LLMs Sutherland
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:24.572749Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70f60fbc-e06d-4e32-b444-53936710c085 · outbound
This paper cites Beyond chinchilla- optimal: Accounting for inference in language model scaling laws.
Temporal Sampling for Forgotten Reasoning in LLMs Beyond chinchilla- optimal: Accounting for inference in language model scaling laws
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:02:27.757600Z
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 c9918e5a-a6c4-4331-99d6-5391077ce826 · outbound
This paper cites Proximal policy optimization algorithms, 2017.
Temporal Sampling for Forgotten Reasoning in LLMs Proximal policy optimization algorithms, 2017
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:24.624085Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19b5c516-05ad-4d02-8e36-d01d5821bb9d · outbound
This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.
Temporal Sampling for Forgotten Reasoning in LLMs DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:24.655253Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4752f1da-0dcc-4cc6-9c09-fb0659d481a2 · outbound
This paper cites HybridFlow: A Flexible and Efficient RLHF Framework.
Temporal Sampling for Forgotten Reasoning in LLMs HybridFlow: A Flexible and Efficient RLHF Framework
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:24.661998Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5916b830-5d57-41d5-9431-091656f01f16 · outbound
This paper cites Scaling llm test-time compute optimally can be more effective than scaling model parameters, 2024.
Temporal Sampling for Forgotten Reasoning in LLMs Scaling llm test-time compute optimally can be more effective than scaling model parameters, 2024
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:24.703763Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4074a463-0208-4cc8-a4e3-287ed4a7c4d6 · outbound
This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.
Temporal Sampling for Forgotten Reasoning in LLMs Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:24.741475Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce6846c5-ebcd-4d34-b4fe-f91e0e862b42 · outbound
This paper cites Open Thoughts.
Temporal Sampling for Forgotten Reasoning in LLMs Open Thoughts
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:24.795246Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2be7d0f9-9174-43a8-944c-ed5d1bedd583 · outbound
This paper cites Still-3-1.5b-preview: Enhancing slow thinking abilities of small models through reinforcement learning.
Temporal Sampling for Forgotten Reasoning in LLMs Still-3-1.5b-preview: Enhancing slow thinking abilities of small models through reinforcement learning
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:24.880272Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 29fcc7dd-b9d0-411a-aa90-4bcfc9ae0e7c · outbound
This paper cites AlphaZero-like tree-search can guide large language model decoding and train- ing.
Temporal Sampling for Forgotten Reasoning in LLMs AlphaZero-like tree-search can guide large language model decoding and train- ing
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:02:27.559076Z
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 7add9d1d-1ae8-4a14-ad90-374c80687777 · outbound
This paper cites Self-consistency improves chain of thought reasoning in lan- guage models, 2023.
Temporal Sampling for Forgotten Reasoning in LLMs Self-consistency improves chain of thought reasoning in lan- guage models, 2023
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:02:27.393384Z
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 36a8499f-50dc-45b3-8831-2af3aa08b01f · outbound
This paper cites Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou.
Temporal Sampling for Forgotten Reasoning in LLMs Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:02:27.208708Z
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 c226b0a3-6021-4a39-af91-fc2e1a6689cb · outbound
This paper cites Chain-of-thought prompting elicits reasoning in large language models.
Temporal Sampling for Forgotten Reasoning in LLMs Chain-of-thought prompting elicits reasoning in large language models
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:25.093221Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d71cfd6-9692-45af-afb2-a02bee00383c · outbound
This paper cites SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution.
Temporal Sampling for Forgotten Reasoning in LLMs SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:25.163164Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da457912-d863-4163-89c3-00325bf822e2 · outbound
This paper cites Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language Models.
Temporal Sampling for Forgotten Reasoning in LLMs Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language Models
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:25.245487Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9b67ac5-083d-4e64-8dd4-c2e862a332bd · outbound
This paper cites Self-evaluation guided beam search for reasoning.
Temporal Sampling for Forgotten Reasoning in LLMs Self-evaluation guided beam search for reasoning
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:02:27.034480Z
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 6dd1189b-63c8-4412-9700-dbe5dd2b0ffd · outbound
This paper cites DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data.
Temporal Sampling for Forgotten Reasoning in LLMs DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:25.377247Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0775373-3000-4331-8586-bd6ebe95b757 · outbound
This paper cites A minimalist approach to llm reasoning: from rejection sampling to reinforce, 2025.
Temporal Sampling for Forgotten Reasoning in LLMs A minimalist approach to llm reasoning: from rejection sampling to reinforce, 2025
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:25.436004Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation abe6ad84-34cf-4ad5-8c2d-901d2f4ef843 · outbound
This paper cites Qwen2.5 Technical Report.
Temporal Sampling for Forgotten Reasoning in LLMs Qwen2.5 Technical Report
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:25.503406Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c3c6752-3b80-4d13-8e8e-cb8b16671f30 · outbound
This paper cites Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement.
Temporal Sampling for Forgotten Reasoning in LLMs Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:25.574892Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8114a1f2-929e-4e86-ba06-6ff428eded02 · outbound
This paper cites Tree of thoughts: Deliberate problem solving with large language models.
Temporal Sampling for Forgotten Reasoning in LLMs Tree of thoughts: Deliberate problem solving with large language models
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:02:26.852870Z
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 94040b31-9160-44cf-b9f3-6c68bff61ae4 · outbound
This paper cites Dapo: An open-source llm reinforcement learning system at scale, 2025.
Temporal Sampling for Forgotten Reasoning in LLMs Dapo: An open-source llm reinforcement learning system at scale, 2025
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:02:26.693321Z
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 1a42dcdf-bd3f-4522-b9c7-dd5234da1f4b · outbound
This paper cites Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?.
Temporal Sampling for Forgotten Reasoning in LLMs Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:25.765449Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91b6be52-fabf-4aaa-b28b-d0dd78e3528c · outbound
This paper cites 7b model and 8k examples: Emerging reasoning with reinforcement learning is both effective and efficient.
Temporal Sampling for Forgotten Reasoning in LLMs 7b model and 8k examples: Emerging reasoning with reinforcement learning is both effective and efficient
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:25.839489Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f4edee92-115a-49ab-b259-e47944d6d4f6 · outbound
This paper cites The Lessons of Developing Process Reward Models in Mathematical Reasoning.
Temporal Sampling for Forgotten Reasoning in LLMs The Lessons of Developing Process Reward Models in Mathematical Reasoning
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:02:25.907173Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7edbab37-0923-45ff-bce5-125e33bfcb93 · outbound
This paper cites aha moments.
Temporal Sampling for Forgotten Reasoning in LLMs aha moments
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:02:26.472973Z
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 7c3de85b-1c67-4e9b-bcce-648d4b99e51e · outbound
This paper cites N −Ci,j kj N kj # = (1− ri,j)kj Since Ci,j follows a binomial distribution B(N, ri,j), we have: E.
Temporal Sampling for Forgotten Reasoning in LLMs N −Ci,j kj N kj # = (1− ri,j)kj Since Ci,j follows a binomial distribution B(N, ri,j), we have: E
Reference 62
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-07T14:02:26.350525Z
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.
Pith citing papers
Observation caddb07a-2955-4f0f-b28c-415281230c70 · inbound
STAR-R1: Spatial TrAnsformation Reasoning by Reinforcing Multimodal LLMs cites this paper.
STAR-R1: Spatial TrAnsformation Reasoning by Reinforcing Multimodal LLMs Temporal Sampling for Forgotten Reasoning in LLMs
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:15:42.129693Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89d42913-2226-4634-b56e-05c1653ec6c8 · inbound
First Return, Entropy-Eliciting Explore cites this paper.
First Return, Entropy-Eliciting Explore Temporal Sampling for Forgotten Reasoning in LLMs
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:53:12.730408Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae2bbc0d-99d1-493b-9b4e-fc01be575a6d · inbound
A Survey of Reinforcement Learning for Large Reasoning Models cites this paper.
A Survey of Reinforcement Learning for Large Reasoning Models Temporal Sampling for Forgotten Reasoning in LLMs
Reference 293
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T00:02:24.794099Z
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 338ed308-9a1a-4c99-b8ab-634b9f73a7b8 · inbound
Failed Reasoning Traces Tell You What Is Fixable (But Not by Reading Them) cites this paper.
Failed Reasoning Traces Tell You What Is Fixable (But Not by Reading Them) Temporal Sampling for Forgotten Reasoning in LLMs
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T07:46:45.682602Z
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.