Paper Citation Record · LEDGER

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning

As of 8 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 1 inbound Pith citation observation for arXiv:2505.17315.

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

pith.paper-citation-record.v1
2505.17315 v2

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:52:57.259455Z

measured 53 of 53 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 2026-08-05T20:15:57.093881Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T20:15:58.583216Z

Reference resolution

52 of 52 outbound references displayed

verified exact0
verified fuzzy14
unresolved38
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d7483324-5475-4719-891d-d3c3b1703677 · outbound

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

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:52.713700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4edd3ac7-6c30-4e33-85d7-b3eb0cba6fa2 · outbound

This paper cites Kimi k1.5: Scaling Reinforcement Learning with LLMs.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Kimi k1.5: Scaling Reinforcement Learning with LLMs

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:52.800724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73c1e204-89b4-4d97-a0a1-f29f560f8722 · outbound

This paper cites Phi-4-reasoning technical report, 2025.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Phi-4-reasoning technical report, 2025

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:59.927713Z

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 6887bd96-e9f0-447b-aac6-fb6aa9c56aac · outbound

This paper cites Deepmath-103k: A large-scale, challenging, decontaminated, and verifiable mathematical dataset for advancing reasoning, 2025.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Deepmath-103k: A large-scale, challenging, decontaminated, and verifiable mathematical dataset for advancing reasoning, 2025

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:59.741483Z

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 8ecaf604-cf45-4e1e-aa74-136f0e8e31aa · outbound

This paper cites Open Thoughts.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Open Thoughts

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:53.132945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3e5ee40-9031-4eeb-a52f-30bc6671e8c4 · outbound

This paper cites AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:53.230202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef44becd-e700-4138-ade3-dc336001279b · outbound

This paper cites Ntk-aware scaled rope allows llama models to have extended (8k+) context size without any fine-tuning and minimal perplexity degradation, 2023.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Ntk-aware scaled rope allows llama models to have extended (8k+) context size without any fine-tuning and minimal perplexity degradation, 2023

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:53.349932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0827aaf-5dcb-4cf6-b589-fe170bfe6f91 · outbound

This paper cites Open r1: A fully open reproduction of deepseek-r1, January 2025.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Open r1: A fully open reproduction of deepseek-r1, January 2025

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:53.502776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78a9cfb1-203e-43ce-896c-fd0b7954f3c9 · outbound

This paper cites Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning, 2025.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning, 2025

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:59.530866Z

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 2456a74f-07af-44c3-b911-c21f43b80457 · outbound

This paper cites LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:53.697204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5d5668e-5b7f-489a-8986-f559a91cf857 · outbound

This paper cites Reasoning with large language models, a survey.arXiv preprint arXiv:2407.11511, 2024.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Reasoning with large language models, a survey.arXiv preprint arXiv:2407.11511, 2024

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:53.797839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8018245b-cdd1-48ef-ab14-4b33fdcfad72 · outbound

This paper cites A survey of frontiers in llm reasoning: Inference scaling, learning to reason, and agentic systems.arXiv preprint arXiv:2504.09037, 2025.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning A survey of frontiers in llm reasoning: Inference scaling, learning to reason, and agentic systems.arXiv preprint arXiv:2504.09037, 2025

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:53.830993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6de2821-1b9e-465f-96e8-ffc5fee03a4d · outbound

This paper cites an unresolved cited work.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:53.918611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 889509a3-c750-4706-85c5-c48ab90abe70 · outbound

This paper cites DPO Meets PPO: Reinforced Token Optimization for RLHF.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning DPO Meets PPO: Reinforced Token Optimization for RLHF

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:54.045722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5cb7121-286d-4967-8c54-5387ed01d0e5 · outbound

This paper cites Proximal policy optimization algorithms, 2017.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Proximal policy optimization algorithms, 2017

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:54.135252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4fd656d-fe5e-4188-ad06-45b2f6080ea0 · outbound

This paper cites Dapo: An open-source llm reinforcement learning system at scale, 2025.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Dapo: An open-source llm reinforcement learning system at scale, 2025

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:59.359045Z

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 6af29e03-b463-4e2e-80b6-dac7e8aac96a · outbound

This paper cites Sky-t1: Train your own o1 preview model within $450.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Sky-t1: Train your own o1 preview model within $450

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:54.328792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1342e2e-aacc-495a-a2a2-a591a656384c · outbound

This paper cites Bespoke-stratos: The unreasonable effectiveness of reasoning distilla- tion.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Bespoke-stratos: The unreasonable effectiveness of reasoning distilla- tion

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:54.390340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64807421-d4d0-4e57-8cc1-b94150b31a6c · outbound

This paper cites Qwq-32b: Embracing the power of reinforcement learning, March 2025.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Qwq-32b: Embracing the power of reinforcement learning, March 2025

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:54.481678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d5a80e6-4849-4c34-b6d8-333dba8d65f1 · outbound

This paper cites s1: Simple test-time scaling, 2025.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning s1: Simple test-time scaling, 2025

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:54.551172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7015d2b-1b65-4642-8d0a-0f8895d6afe9 · outbound

This paper cites Limo: Less is more for reasoning, 2025.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Limo: Less is more for reasoning, 2025

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:54.608234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d36c80f9-099d-4833-8fc8-ff3b33ac4ed5 · outbound

This paper cites Millions scale dataset distilled from r1-32b.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Millions scale dataset distilled from r1-32b

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:59.193316Z

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 cde61203-7c9e-433b-b03e-1eed982d24e1 · outbound

This paper cites Llama-nemotron: Efficient reasoning models, 2025.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Llama-nemotron: Efficient reasoning models, 2025

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:59.056409Z

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 4ceb6d4b-2a61-4f11-97d3-594726380b41 · outbound

This paper cites Patil, Matei Zaharia, Joseph E.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Patil, Matei Zaharia, Joseph E

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:54.845270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 371bfaaf-84c4-48ff-b796-92209e37122a · outbound

This paper cites The First Few Tokens Are All You Need: An Efficient and Effective Unsupervised Prefix Fine-Tuning Method for Reasoning Models.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning The First Few Tokens Are All You Need: An Efficient and Effective Unsupervised Prefix Fine-Tuning Method for Reasoning Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:54.898011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af47bd61-c505-457a-bd3d-ef437c4063b4 · outbound

This paper cites Optimizing chain-of-thought reasoners via gradient variance minimization in rejection sampling and rl, 2025.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Optimizing chain-of-thought reasoners via gradient variance minimization in rejection sampling and rl, 2025

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:58.947438Z

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 04ebb271-e0d8-4ddf-983a-976b4a04536b · outbound

This paper cites Teaching large language models to reason through learning and forgetting, 2025.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Teaching large language models to reason through learning and forgetting, 2025

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:58.807651Z

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 8d4b73ac-61b9-4cb3-89ac-4ccc3ac81c20 · outbound

This paper cites Simplerl-zoo: Investigating and taming zero reinforcement learning for open base models in the wild, 2025.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Simplerl-zoo: Investigating and taming zero reinforcement learning for open base models in the wild, 2025

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:55.113382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecc0da16-9860-495d-9222-5947de257b3f · outbound

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

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:55.159748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56b0b0c9-0cde-4a7b-ba6d-8b2aa310a0a2 · outbound

This paper cites GPT-4 Technical Report.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning GPT-4 Technical Report

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:55.224574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19443bbd-cc14-41ac-9bbb-03a2603c5d55 · outbound

This paper cites an unresolved cited work.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:52:58.667144Z

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 3f0cbf6d-c5b4-45cd-8c3d-952332a3927c · outbound

This paper cites Flashattention: Fast and memory-efficient exact attention with io-awareness.Advances in Neural Information Processing Systems, 35:16344–16359, 2022.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Flashattention: Fast and memory-efficient exact attention with io-awareness.Advances in Neural Information Processing Systems, 35:16344–16359, 2022

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:55.424528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b9824f0-230c-4c10-8cb7-1ebe1d5bdeae · outbound

This paper cites Effective Long-Context Scaling of Foundation Models.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Effective Long-Context Scaling of Foundation Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:55.492170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67720c70-3cfd-43a9-b124-4bb834bca452 · outbound

This paper cites Liger Kernel: Efficient Triton Kernels for LLM Training.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Liger Kernel: Efficient Triton Kernels for LLM Training

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:55.565011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c57709c-5045-4694-aebb-90fad6e68c7b · outbound

This paper cites Sequence Parallelism: Long Sequence Training from System Perspective.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Sequence Parallelism: Long Sequence Training from System Perspective

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:55.653397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17272d42-67da-474f-b1c7-1e877bbd3cfa · outbound

This paper cites The llama 3 herd of models, 2024.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning The llama 3 herd of models, 2024

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:58.546318Z

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 e3a1307a-6496-4093-b873-fbb83626f8c1 · outbound

This paper cites Qwen2.5 Technical Report.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Qwen2.5 Technical Report

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:55.899787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36318347-379f-4946-80d2-ff6861487279 · outbound

This paper cites Qwen3 technical report, 2025.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Qwen3 technical report, 2025

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:58.437841Z

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 88864ef1-ac5d-4ed2-b435-2c17d41cf35c · outbound

This paper cites Hewett, Mojan Javaheripi, Piero Kauffmann, James R.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Hewett, Mojan Javaheripi, Piero Kauffmann, James R

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:56.155818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b48255d-0eca-415c-ab14-359a0719a663 · outbound

This paper cites Qwen2.5-1m technical report, 2025.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Qwen2.5-1m technical report, 2025

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:56.236092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9767d3ff-8416-4b34-a3db-927867aa0cf9 · outbound

This paper cites From 128k to 4m: Efficient training of ultra-long context large language models.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning From 128k to 4m: Efficient training of ultra-long context large language models

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:58.313210Z

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 4a3847d9-33b0-4711-98a1-af1bee570309 · outbound

This paper cites Extending Context Window of Large Language Models via Positional Interpolation.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Extending Context Window of Large Language Models via Positional Interpolation

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:56.378791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce2f2f82-25dc-4f7c-81ba-9c8f47808aaf · outbound

This paper cites YaRN: Efficient Context Window Extension of Large Language Models.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning YaRN: Efficient Context Window Extension of Large Language Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:56.491358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13f16647-9f64-401a-b8c1-f5998597842e · outbound

This paper cites Llm maybe longlm: Self-extend llm context window without tuning, 2024.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Llm maybe longlm: Self-extend llm context window without tuning, 2024

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:58.167482Z

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 f3c22e48-7052-4612-bdf5-87bec02cbfc0 · outbound

This paper cites Efficient Streaming Language Models with Attention Sinks.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Efficient Streaming Language Models with Attention Sinks

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:56.664579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff545a06-89e8-4566-bf02-e95186ddb68c · outbound

This paper cites Lm- infinite: Zero-shot extreme length generalization for large language models.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Lm- infinite: Zero-shot extreme length generalization for large language models

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:58.072465Z

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 6c9e7f83-4ba1-42c5-a88e-b1c4e25d6d5c · outbound

This paper cites Infllm: Training-free long-context extrapolation for llms with an efficient context memory.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Infllm: Training-free long-context extrapolation for llms with an efficient context memory

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:52:57.973222Z

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 b2c28d0b-4515-4333-9a51-bcab6c8b7e11 · outbound

This paper cites Landmark Attention: Random-Access Infinite Context Length for Transformers.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Landmark Attention: Random-Access Infinite Context Length for Transformers

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:57.001320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a378eef-d312-4a69-9973-f76984819f94 · outbound

This paper cites LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:57.064045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05a81d76-d8bd-4a84-9bf4-cf5846e00336 · outbound

This paper cites Compressing Context to Enhance Inference Efficiency of Large Language Models.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Compressing Context to Enhance Inference Efficiency of Large Language Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:57.119248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75835e0e-39f6-4c2a-ada9-8714656a1908 · outbound

This paper cites an unresolved cited work.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:52:57.813085Z

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 84b55a0a-8ba6-429f-a16b-b2e2e5819032 · outbound

This paper cites MoBA: Mixture of Block Attention for Long-Context LLMs.

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning MoBA: Mixture of Block Attention for Long-Context LLMs

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T14:52:57.259455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 92f5b0e3-3ec4-4d3e-9073-ddee3d45eab9 · inbound

Memory-Augmented Transformers: A Systematic Review from Neuroscience Principles to Enhanced Model Architectures cites this paper.

Memory-Augmented Transformers: A Systematic Review from Neuroscience Principles to Enhanced Model Architectures Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning

Reference 116

Resolution: verified exact; local_arxiv, observed 2026-08-05T20:15:58.666100Z

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.