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Paper Citation Record · LEDGER

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting

As of 18 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 7 inbound Pith citation observations for arXiv:2505.19716.

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

pith.paper-citation-record.v1
2505.19716 v1

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:12:25.623382Z

measured 72 of 72 standing notices

One-hop event checks from named stored sources.

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

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:54:17.874108Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T16:57:10.052051Z

Reference resolution

65 of 65 outbound references displayed

  • verified exact2
  • verified fuzzy20
  • unresolved43
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fe3ac122-7ce5-4976-aad0-69fa32b1120d · outbound

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

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 1

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source=pdf_text observed=2026-08-07T14:12:19.402860Z digest=sha256:2a8bad122dbfc22281058ec86041531c192af33186c1fc800677a83101b3fc46

Observation 5dacdaff-e95c-42fd-a8d5-d611d5a31749 · outbound

This paper cites Introducing openai o1,.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Introducing openai o1,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:12:31.808419Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:19.484457Z digest=sha256:262a74fd26838bf6bafb89e27c3a6351e9a7aad87cc326d56f4d4d13bb53a7c9

Observation 7ddcfde6-1b46-418e-afd2-562a538af7e5 · outbound

This paper cites LIMO: Less is More for Reasoning.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting LIMO: Less is More for Reasoning

Reference 3

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source=pdf_text observed=2026-08-07T14:12:19.559350Z digest=sha256:497c0130bf05d2e6fef7e0244ad48f5b0ea6e2cdf419623b6c41e07d2686ed32

Observation c22e9a93-10c7-45f3-bd8f-2ea0ed615688 · outbound

This paper cites Large Language Models Are Reasoning Teachers.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Large Language Models Are Reasoning Teachers

Reference 4

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source=pdf_text observed=2026-08-07T14:12:19.649139Z digest=sha256:5bce2062c73b413e9fb5d21cbf2edbfa69f72e825a35a631e6c1b7f64a1e2c62

Observation 7d22e6a9-6126-466e-be00-3a73151602cb · outbound

This paper cites Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems

Reference 5

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source=pdf_text observed=2026-08-07T14:12:19.751881Z digest=sha256:4d10e2bc668b0fe9020214e1fc53b3c978a54bd591551d6df957e5706b31908d

Observation df9b0114-9f54-4bf1-a263-04a9dd5f1816 · outbound

This paper cites s1: Simple test-time scaling.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting s1: Simple test-time scaling

Reference 6

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no resolver link, observed 2026-08-07T14:12:19.847827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:12:19.847827Z digest=sha256:518a8882ec44daba9ada12cb6f771e1f3a5454989d660f5fe8014b1576de895d

Observation 857e40f0-629c-4ec6-a05c-83cfacac4271 · outbound

This paper cites Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond

Reference 7

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source=pdf_text observed=2026-08-07T14:12:19.947222Z digest=sha256:3b432f5a591b0f9d365596229bad9364d49249cc2cd4f4dea3f8b37417f96d06

Observation 6b57c8b2-e6c3-4b48-b57c-fe3f7cdd27b9 · outbound

This paper cites ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates

Reference 8

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source=pdf_text observed=2026-08-07T14:12:20.028573Z digest=sha256:00d2b427a1750939fc9bebbdbcc8fa292bd7c418647ab40146bd3e2ddbb80936

Observation 68bf2191-4fbe-4761-b4ed-16c067eeb731 · outbound

This paper cites Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs

Reference 9

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source=pdf_text observed=2026-08-07T14:12:20.123258Z digest=sha256:0d932a186b0682eec71e4b0d5284e5e3db5de7d0ce36b37e952c67175b81957f

Observation a36e239e-968d-4ef5-89c2-566f26c6d3fa · outbound

This paper cites Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Reference 10

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source=pdf_text observed=2026-08-07T14:12:20.214513Z digest=sha256:1378ec99e1fc698a8978447097337e982e41d51387ce5cf0a68920517421f396

Observation 2d3b80ea-5712-4fd7-ab7e-73f2a7a937a8 · outbound

This paper cites Seal: Steerable reasoning calibration of large language models for free,.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Seal: Steerable reasoning calibration of large language models for free,

Reference 11

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:12:20.293976Z digest=sha256:3274a9d59fdf8bbb29743890b700e50f0ae60baf3af7475fc5fd286d4305f966

Observation f088304b-bf5e-4998-aed4-301895d6b26b · outbound

This paper cites Over-Reasoning and Redundant Calculation of Large Language Models.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Over-Reasoning and Redundant Calculation of Large Language Models

Reference 12

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source=pdf_text observed=2026-08-07T14:12:20.396273Z digest=sha256:6f01a2ee712766c5ed689bc7d9c0ddabe39c0e0b58dc3067e35b642212c8fb84

Observation b83b4ab6-c98e-4875-817a-4ca61720ad3a · outbound

This paper cites Open Thoughts,.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Open Thoughts,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:12:31.567233Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:20.512157Z digest=sha256:1cfe4de5bd0aae9bf8ba235cc70175d0ef18ea7e33ab6bcc12799faebc76e411

Observation 54785468-b870-4e52-9c11-c96597a6ddc0 · outbound

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

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Sky-t1: Train your own o1 preview model within $450,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:12:31.210618Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:20.634578Z digest=sha256:0cd1aa1efef9bc098c0fb95ef6b004baba53fbf51080368081f17f0b410b3e98

Observation 3e200c4b-2622-4226-bfdb-4d622dc54603 · outbound

This paper cites rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking

Reference 15

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:12:20.744113Z digest=sha256:dcf838266186a8a17e5e84598fe72f3d04e17b154db1302456d2e33fce924975

Observation a10d21b9-2282-4e3b-aa8f-7c349f5eae31 · outbound

This paper cites AFlow: Automating Agentic Workflow Generation.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting AFlow: Automating Agentic Workflow Generation

Reference 16

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source=pdf_text observed=2026-08-07T14:12:20.859057Z digest=sha256:1eba6f46d3e2a022437f6809f29efa097cfcb9856488a16395ba2f6016fcb6f9

Observation 5efbf6a8-52d4-4c81-b3e7-459235bba2e1 · outbound

This paper cites Self-Supervised Prompt Optimization.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Self-Supervised Prompt Optimization

Reference 17

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source=pdf_text observed=2026-08-07T14:12:20.958559Z digest=sha256:5c4359898679cce7077af8e1f626a2a1eb8bbe9aa3716a97f997762185e69427

Observation 44a533b5-e288-4171-b911-3b56cf6eb385 · outbound

This paper cites LEAD: Iterative Data Selection for Efficient LLM Instruction Tuning.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting LEAD: Iterative Data Selection for Efficient LLM Instruction Tuning

Reference 18

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source=pdf_text observed=2026-08-07T14:12:21.066283Z digest=sha256:76002612c167ab123549d00d82309e82c3c076aff534ca9b83ca2bb3f8f60d4b

Observation 36f317ac-b174-442a-aade-8c4e9adccc93 · outbound

This paper cites A survey of efficient reasoning for large reasoning models: Language, multimodality, and beyond,.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting A survey of efficient reasoning for large reasoning models: Language, multimodality, and beyond,

Reference 19

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source=pdf_text observed=2026-08-07T14:12:21.172965Z digest=sha256:aead6a052e45f87ef612fac22146b17fb385a4e077ebb3d2fc1e065b943349ee

Observation 3fb8d969-ff51-4c66-a78b-642daa926a0b · outbound

This paper cites Deconstructing Long Chain-of-Thought: A Structured Reasoning Optimization Framework for Long CoT Distillation.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Deconstructing Long Chain-of-Thought: A Structured Reasoning Optimization Framework for Long CoT Distillation

Reference 20

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:12:21.256155Z digest=sha256:9c21d9b5ebcfdb3d2e9e87ea4a2fc318df67e9da8c758a18f007aa13e6fc3ecf

Observation acd10a3f-ac0b-4f4a-b682-52512719937f · outbound

This paper cites Atom of thoughts for markov llm test-time scaling,.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Atom of thoughts for markov llm test-time scaling,

Reference 21

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source=pdf_text observed=2026-08-07T14:12:21.341896Z digest=sha256:eda271f4f2cb0aac1db230e312d6fd927eef56a5b356dd4165c4b83465f4678e

Observation 09c4a7bd-c54b-40f8-babd-dacfd1d940b4 · outbound

This paper cites Lightthinker: Thinking step-by-step compression,.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Lightthinker: Thinking step-by-step compression,

Reference 22

Resolution
verified exact
doi, observed 2026-08-07T14:12:25.861224Z

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

source=pdf_text observed=2026-08-07T14:12:21.460312Z digest=sha256:e902012cb65e985684efcb47658535ea3bf970d8f43d75ca605126a63d114e5d

Observation 03b02f52-9b9a-403c-8a0a-4d6b67fbab6b · outbound

This paper cites Sketch-of-thought: Efficient llm reasoning with adaptive cognitive- inspired sketching,.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Sketch-of-thought: Efficient llm reasoning with adaptive cognitive- inspired sketching,

Reference 23

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source=pdf_text observed=2026-08-07T14:12:21.531887Z digest=sha256:0cae97175eb6a1f4d3b94dc3806e7220531207c5b6d621e7e54be67bd77b78d0

Observation 8b8a7f06-fb79-4d11-822e-3dbd180aeaee · outbound

This paper cites Ada-R1: Hybrid-CoT via Bi-Level Adaptive Reasoning Optimization.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Ada-R1: Hybrid-CoT via Bi-Level Adaptive Reasoning Optimization

Reference 24

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source=pdf_text observed=2026-08-07T14:12:21.637161Z digest=sha256:ce568553b1d3b57801d3e00ca4ad20b4920034969f6f50d1a95f5b94867f0d5d

Observation a308ca77-b27f-4762-ab0d-c703f228f2ba · outbound

This paper cites Rethinking the Generation of High-Quality CoT Data from the Perspective of LLM-Adaptive Question Difficulty Grading.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Rethinking the Generation of High-Quality CoT Data from the Perspective of LLM-Adaptive Question Difficulty Grading

Reference 25

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source=pdf_text observed=2026-08-07T14:12:21.745477Z digest=sha256:b4e14832153717105133e8748f3e6ee825d41630d0d9cfe309b42a861bbff798

Observation 67dd1aab-8b9a-449c-a0bc-0b868b3dcbe4 · outbound

This paper cites 1.4 Million Open-Source Distilled Reasoning Dataset to Empower Large Language Model Training.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting 1.4 Million Open-Source Distilled Reasoning Dataset to Empower Large Language Model Training

Reference 26

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source=pdf_text observed=2026-08-07T14:12:21.867382Z digest=sha256:dc0fa47eb7d1bd456ebf1f3d27213809f521d4051be20e0191c9985cc1aa79cd

Observation 816b8f40-0261-4d0c-9048-ad6dd631581d · outbound

This paper cites Long-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language Models.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Long-Short Chain-of-Thought Mixture Supervised Fine-Tuning Eliciting Efficient Reasoning in Large Language Models

Reference 27

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source=pdf_text observed=2026-08-07T14:12:21.953379Z digest=sha256:630e0a6fb6ee78cf91de626fd08deeefd72bf3be424a11920913a97c1e5cb3a7

Observation 67a795c4-3d88-47be-bda0-0d15feba62c8 · outbound

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

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Open r1: A fully open reproduction of deepseek-r1,

Reference 28

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verified fuzzy
raw_fallback, observed 2026-08-07T14:12:31.010413Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:22.050145Z digest=sha256:2b931fb1a8d88f4144a4d36c6138660c1e1d54eb742d6742cb560fa31a65ff55

Observation be7d977d-b6a2-4064-8d2a-e232e9a9e2a8 · outbound

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

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Measuring Mathematical Problem Solving With the MATH Dataset

Reference 29

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source=pdf_text observed=2026-08-07T14:12:22.133149Z digest=sha256:d4cfda4c80c85cbac55dc144d635ddd6a50507537f76d35f82ba98d3d7035602

Observation ea2ab3b6-aa7f-4ccf-8a9e-baced2683ff4 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Training Verifiers to Solve Math Word Problems

Reference 30

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source=pdf_text observed=2026-08-07T14:12:22.207956Z digest=sha256:e989d69630a4ddb8ca5626115d48e4bcf4b902e34dba597ef8b9583968156c7f

Observation 2c9a6b25-2eee-4874-9a62-a376df2cf583 · outbound

This paper cites Aime 2024,.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Aime 2024,

Reference 31

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verified fuzzy
raw_fallback, observed 2026-08-07T14:12:30.781427Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:22.305828Z digest=sha256:504cc764a920c85640c16cc04efd34b5204e10bff46e7733ed97c6a17a09d17c

Observation b22f1198-73f7-48de-931d-4b1c26d27c39 · outbound

This paper cites Aime 2025,.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Aime 2025,

Reference 32

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verified fuzzy
raw_fallback, observed 2026-08-07T14:12:30.542412Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:22.407167Z digest=sha256:4599d1ca8b5e38bf5dcf6445a4c9d32d75b89cc6354d0e07d361ad1a2416b946

Observation 2352ece7-1f1c-4c49-a96b-27d81079329e · outbound

This paper cites Correlated Noise Provably Beats Independent Noise for Differentially Private Learning.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Correlated Noise Provably Beats Independent Noise for Differentially Private Learning

Reference 33

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verified exact
local_arxiv, observed 2026-08-07T14:12:26.042842Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:22.506358Z digest=sha256:4a9e6e80c7077ec08c9559cc1f59514d20e7a6bb5e09ebdb10c7a40fd4a74300

Observation 797373cc-dc44-4691-b553-729081366bc5 · outbound

This paper cites Minervamath,.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Minervamath,

Reference 34

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verified fuzzy
raw_fallback, observed 2026-08-07T14:12:30.336333Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:22.599293Z digest=sha256:4687e5a1522abb16f50a0459cb8dbb169274ccc8b82ac27a33627eec3196183d

Observation 281a2d02-55ae-4e29-8c50-eb1f92439bd9 · outbound

This paper cites Gpqa: A graduate-level google-proof q&a benchmark,.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Gpqa: A graduate-level google-proof q&a benchmark,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:12:30.215271Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:22.675539Z digest=sha256:517a5971e80e498f787dd25988238df3ce27c0fe10ae0687986343b6d7b9fda0

Observation 1d5e8772-f66c-456f-a66f-85d43e3b6f5e · outbound

This paper cites Evaluating the Performance of Large Language Models on GAOKAO Benchmark.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Evaluating the Performance of Large Language Models on GAOKAO Benchmark

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T14:12:22.750533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:12:22.750533Z digest=sha256:303b2589ac96c775d5f9b1527711f2542d0787070fd919e94599222fc120dfa2

Observation c0119119-8848-4ac8-b117-dafba6017b0b · outbound

This paper cites Mmlu-stem,.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Mmlu-stem,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:12:30.125320Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:22.835059Z digest=sha256:df630d6d86a945bd2c82307fa8194ec5c1080e698bb63e9ac68e283cb252794d

Observation c7e62a5e-109e-4359-aeef-7cf7e63409c8 · outbound

This paper cites Chain of Draft: Thinking Faster by Writing Less.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Chain of Draft: Thinking Faster by Writing Less

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T14:12:22.914962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:12:22.914962Z digest=sha256:57dd8674941976278c5bb767b11b309e25e212e7905ed2008135d344cfe12a26

Observation e9e33716-a22a-4a33-b8ba-e89bc807d2c1 · outbound

This paper cites Token-Budget-Aware LLM Reasoning.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Token-Budget-Aware LLM Reasoning

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T14:12:23.002106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:12:23.002106Z digest=sha256:f6d2f378c4fbe25f39eaf83c1319694ad6f4632e729186c66b8f14a193b43968

Observation 68c2a5b1-9cd9-4e65-8b2e-a291a8194b5f · outbound

This paper cites LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T14:12:23.078185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:12:23.078185Z digest=sha256:cd18aee527ae8431f660b2aeae3229fbb8c1d51e6c972ec45ed246d43ce79b6f

Observation 0c794c44-3630-410e-865c-6a2de504f400 · outbound

This paper cites an unresolved cited work.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:12:30.018173Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:23.176968Z digest=sha256:c27fe62d89f340d74446506310f489498de66fbfecbf057e090110934e94c1c6

Observation 4d3272ef-6ead-4aea-bbef-4f25f89efe25 · outbound

This paper cites an unresolved cited work.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:12:29.895555Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:23.274964Z digest=sha256:9209dde890bd1ae5327a9b9f21fd3882d012bb7b5bff5ef67fdf688effd34d8d

Observation 86119216-0b1b-4d26-8538-392820e3b2a8 · outbound

This paper cites 0,...,n-1.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting 0,...,n-1

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:12:29.758118Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:23.348755Z digest=sha256:e46640c708e3c70592f283101a6db91857b3aa84abecdd38be59b052fb464fd4

Observation 53f2dcf6-1b57-4222-98a3-7330f4ad18ef · outbound

This paper cites an unresolved cited work.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:12:29.606646Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:23.455206Z digest=sha256:1b57fd0969247ae731d9c357b4a0f4f065668c4ddf8745669547d7335795525c

Observation 4f686cc3-2515-40ba-aa8f-2aab487d2d9e · outbound

This paper cites an unresolved cited work.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:12:29.446740Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:23.550932Z digest=sha256:1e2dea8338c4690706f6c54d118976993abde8b2582f4003c04b14b2d8c7f019

Observation 4f4065fd-a65e-40ca-a3bf-e05535a4952e · outbound

This paper cites an unresolved cited work.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:12:29.366487Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:23.661165Z digest=sha256:5b4cb391895878191c72b490ccd16e5a2eb9abc24b1ac5358352a13f3c9b63c8

Observation dbca888f-36c3-4bc3-ac20-436b76b27ce6 · outbound

This paper cites natural numbers,.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting natural numbers,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:12:29.207784Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:23.739546Z digest=sha256:d1a6308c79d4929728095390e0a870da52c9d90f35e550d742201084b5f8eb17

Observation 96ed3e14-9b31-4105-a252-e1cf12074691 · outbound

This paper cites an unresolved cited work.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:12:29.060484Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:23.844446Z digest=sha256:803e2e7a4f8e73e190e53c1562b145b51b80a3cbd432bc77a74fdbcc16ce7cf1

Observation 7fbf4942-8291-44cd-908c-4efc069fa3e2 · outbound

This paper cites an unresolved cited work.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:12:28.899083Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:23.951702Z digest=sha256:ab70b0fae80c361b52d4652edc6382a07f4b6b05f5d86b134f2dfddd4947631c

Observation a72d132c-9a25-43b5-bdf1-f782b67312e8 · outbound

This paper cites an unresolved cited work.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:12:28.779966Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:24.048478Z digest=sha256:91d3ce9407624709147bf43bdc9fe4ccee02925477a7bd53cfb0e2bd0c7e22bd

Observation f25cca06-4fb0-47c7-96ad-e4999412ca83 · outbound

This paper cites \] Since \(a + b + c = 2p\), this simplifies to: \[ \frac{1}{a} + \frac{1}{b} + \frac{1}{c} \geq \frac{9}{2p}.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting \] Since \(a + b + c = 2p\), this simplifies to: \[ \frac{1}{a} + \frac{1}{b} + \frac{1}{c} \geq \frac{9}{2p}

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:12:28.622265Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:24.177100Z digest=sha256:76615d5dcaee9ac759268ed38e42acc634239aea9c7c972bbf17dc3d46c77ed6

Observation a39bfa95-e09e-46da-a4bd-a39675435eff · outbound

This paper cites \] Thus, the inequality \(h_1 + h_2 + h_3 \geq 9r\) is proven.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting \] Thus, the inequality \(h_1 + h_2 + h_3 \geq 9r\) is proven

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:12:28.514447Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:24.315114Z digest=sha256:43de3fafe7ee8d8da57c0afdb223b33a56f753749e7c6dccf2077cd01387f6ff

Observation dba888cd-faea-40df-9c8b-ade66e11cbf6 · outbound

This paper cites Inradius r = \Delta/s = 6/6 = 1.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Inradius r = \Delta/s = 6/6 = 1

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:12:28.341736Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:24.423216Z digest=sha256:7340104b1abb6be774bac58315998aec471421c8a87a2270fccc36bc7c7b9b93

Observation 5f8ec18d-5b41-4bb5-b675-cd600b7b23ee · outbound

This paper cites an unresolved cited work.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:12:28.004559Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:24.599766Z digest=sha256:b44725c9d8791abecb1f0efb35e6859434bd3691b7ee4438f53a7929103eb91f

Observation 6ac5ccb7-b90d-4d37-8e38-df0d958eb3b7 · outbound

This paper cites an unresolved cited work.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:12:27.863440Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:24.724484Z digest=sha256:bf7c500a9394225167fffbee7bbed619098aea278f0b34a78fde9a96d3b2720f

Observation 116d41d0-0183-43fe-8507-597f804fc398 · outbound

This paper cites an unresolved cited work.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:12:27.740294Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:24.862129Z digest=sha256:8cd1e5a167525fc1f2822fac330b4221f19386efc372a3906a9ead76dd5f5238

Observation 2f06ff5a-0dc7-4463-81a3-1212d37e0d85 · outbound

This paper cites an unresolved cited work.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:12:27.600358Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:24.970927Z digest=sha256:f651f59e09f0e596aa71a585406a7a4c21aa83f274d253ad1d37f554bce79eca

Observation 61609473-6ee3-4d0d-8beb-f88b82bd2f6e · outbound

This paper cites an unresolved cited work.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:12:27.455988Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:25.055713Z digest=sha256:db00bdecafb820f3430379de019e365bf355d74790d68d8f73341681192e0f58

Observation d7f3daa6-f1b7-4c29-9b29-d630c3fddd61 · outbound

This paper cites Therefore, the inequality \( h_1 + h_2 + h_3 \geq 9r \) is proven.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Therefore, the inequality \( h_1 + h_2 + h_3 \geq 9r \) is proven

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:12:27.335189Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:25.150788Z digest=sha256:eccbe416e716c888c0694fd24c3fe68cf2337ff157b8d1dd1e88d4aa19a24dc3

Observation d3abac64-8889-45ba-ad1f-f1b108d2d334 · outbound

This paper cites - Sum of heights: \( h_1 + h_2 + h_3 = 2\Delta\left(\frac{1}{a} + \ frac{1}{b} + \frac{1}{c}\right) \).

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting - Sum of heights: \( h_1 + h_2 + h_3 = 2\Delta\left(\frac{1}{a} + \ frac{1}{b} + \frac{1}{c}\right) \)

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:12:27.193409Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:25.263677Z digest=sha256:815144c763ac4209021e4e8d6a507f1114e2662c489e3980dd5f0945184dc5bc

Observation acc66748-c9fb-40f2-9186-0e8bac8756dc · outbound

This paper cites \] Cancel \( \Delta \) and multiply through by \( s \): \[ 2s\left(\frac{1}{a} + \frac{1}{b} + \frac{1}{c}\right) \geq 9.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting \] Cancel \( \Delta \) and multiply through by \( s \): \[ 2s\left(\frac{1}{a} + \frac{1}{b} + \frac{1}{c}\right) \geq 9

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:12:27.053538Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:25.331785Z digest=sha256:cbb27694b9cb56829b8b470a1fdbd9ad1eccdb0ac744a16dce44a7aa02284417

Observation 41dd597c-a43e-443a-b9bc-ba166f5736a3 · outbound

This paper cites an unresolved cited work.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-07T14:12:26.950249Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:25.433224Z digest=sha256:02423f3bba59152547829d19269268b13603a9d63def8309deb9afa6a667da1e

Observation 6975ddb5-5956-47d4-a902-2a2802016c98 · outbound

This paper cites \] Equality holds if and only if \( a = b = c \) (equilateral triangle ).

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting \] Equality holds if and only if \( a = b = c \) (equilateral triangle )

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:12:26.779974Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:25.516341Z digest=sha256:1e0ffd0cec8a95324841a0fa9b2322371d4b8f43f80fdf9ca9e99acf7f318508

Observation 43229df1-972e-4a8f-b9c7-f8eac96db248 · outbound

This paper cites Examples and edge cas es confirm 30 the validity of the result.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting Examples and edge cas es confirm 30 the validity of the result

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:12:26.664941Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:25.623382Z digest=sha256:aba7435a229fe8a49f37693204271b30dce82df3051db11ba87ec7e80406f40b

Observation 7b17f587-2aec-41ea-a529-2758ca862718 · outbound

This paper cites So r = 1.984 / 3.5 \approx 0.567.

Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting So r = 1.984 / 3.5 \approx 0.567

Reference 375

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:12:28.156643Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-07T14:12:24.520079Z digest=sha256:544062f0e74ae77a48322ed4c48782de033a432790f46a74f03c129f26f820f8

Pith citing papers

Observation 6869e0b7-0382-4ef7-b815-fee3a00385b6 · inbound

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems cites this paper.

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting

Reference 195

Resolution
verified exact
arxiv_id, observed 2026-05-22T21:42:10.767816Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-22T21:39:49.832151Z digest=sha256:b05f08ba565983999f716a9d56965ac1244fb379a690caaa71ffaeae203dffcb

Observation 7d8d7a6b-cbf8-4af3-a16f-7d2f71f36670 · inbound

Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey cites this paper.

Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting

Reference 205

Resolution
unresolved
no resolver link, observed 2026-08-06T17:54:17.874108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:54:17.874108Z digest=sha256:d78171dbfed5fa942eed2a07922103b324a0664a14c06390f7915791aea0f7e1

Observation 3031dba2-4c97-42d7-8787-3b8d792ff236 · inbound

DeepEye-SQL: A Software-Engineering-Inspired Text-to-SQL Framework cites this paper.

DeepEye-SQL: A Software-Engineering-Inspired Text-to-SQL Framework Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting

Reference 55

Resolution
verified exact
arxiv_id, observed 2026-05-18T06:10:57.927204Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-18T06:10:01.470427Z digest=sha256:5fa4813ced5daf8b9ae96264cbc4eb76d139ccdb4548c0183272eba08c195676

Observation 699b9c19-f123-4b2c-8272-37883cf218b1 · inbound

TrigReason: Trigger-Based Collaboration between Small and Large Reasoning Models cites this paper.

TrigReason: Trigger-Based Collaboration between Small and Large Reasoning Models Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting

Reference 14

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T11:45:20.602246Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T11:45:07.257159Z digest=sha256:26b802e521e80f233d2a3dc67d5b881b6d3bb28f8a04507017a32fc4f77626ba

Observation 3b8b9a5f-5ff0-4519-a0d2-d661feef394b · inbound

From Experience to Skill: Multi-Agent Generative Engine Optimization via Reusable Strategy Learning cites this paper.

From Experience to Skill: Multi-Agent Generative Engine Optimization via Reusable Strategy Learning Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting

Reference 84

Resolution
verified exact
arxiv_id, observed 2026-05-11T13:16:05.593124Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-05-10T02:06:32.021051Z digest=sha256:5510aae18f55b937a78f47b4915c15796eddff51aac0e78b72ad6e9ab3796a8a

Observation e957e801-ff61-474d-a182-30d2420caa32 · inbound

Reasoning Compression with Mixed-Policy Distillation cites this paper.

Reasoning Compression with Mixed-Policy Distillation Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:56:28.206267Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-12T01:29:02.387691Z digest=sha256:5c60e93c3b3408086f2710460adb76c5342aafc99dd5b3a3baaee457e21f3b43

Observation f5aedf48-1b74-4a28-a7e2-4b1d793d8918 · inbound

DyCon: Dynamic Reasoning Control via Evolving Difficulty Modeling cites this paper.

DyCon: Dynamic Reasoning Control via Evolving Difficulty Modeling Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-07-02T16:57:10.053551Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-27T22:16:01.457276Z digest=sha256:d3c77268e6c38290a8df4b27d5a0235acb1cab80b9f71bd3e5b4d31a23af695f