Paper Citation Record · LEDGER

Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 31 inbound Pith citation observations for arXiv:2407.19825.

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

pith.paper-citation-record.v1
2407.19825 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 31 of 31 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T13:23:22.097225Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

4
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 4dfe1b38-fef0-47bc-bd51-4b4c8f9b8193 · inbound

When More is Less: Understanding Chain-of-Thought Length in LLMs cites this paper.

When More is Less: Understanding Chain-of-Thought Length in LLMs Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-08T13:23:22.097225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b40df78d-b6a9-43fa-bf23-9a1059c24e8d · inbound

Incorporating Token Usage into Prompting Strategy Evaluation cites this paper.

Incorporating Token Usage into Prompting Strategy Evaluation Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T15:33:59.054577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07b448b7-6c6c-4b88-a3c9-e8d072d6a389 · inbound

Prolonged Reasoning Is Not All You Need: Certainty-Based Adaptive Routing for Efficient LLM/MLLM Reasoning cites this paper.

Prolonged Reasoning Is Not All You Need: Certainty-Based Adaptive Routing for Efficient LLM/MLLM Reasoning Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T15:29:14.826650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abf27e81-4979-46ec-bfe9-c90a609f7654 · inbound

Thinking Fast and Right: Balancing Accuracy and Reasoning Length with Adaptive Rewards cites this paper.

Thinking Fast and Right: Balancing Accuracy and Reasoning Length with Adaptive Rewards Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:37:02.280834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc4c9f63-6ea9-4840-ad8f-86e120bf7afa · inbound

Efficient Long CoT Reasoning in Small Language Models cites this paper.

Efficient Long CoT Reasoning in Small Language Models Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:36:44.563203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c23190f-d2fc-46d2-8aa1-437fc0024244 · inbound

The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training cites this paper.

The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T14:24:00.191982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5621987e-1cbb-4c3b-abc2-49183719e93e · inbound

AdapThink: Adaptive Thinking Preferences for Reasoning Language Model cites this paper.

AdapThink: Adaptive Thinking Preferences for Reasoning Language Model Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:38.873840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cb5d714-993a-4e72-a0b2-1fb85c0d94ad · inbound

AALC: Large Language Model Efficient Reasoning via Adaptive Accuracy-Length Control cites this paper.

AALC: Large Language Model Efficient Reasoning via Adaptive Accuracy-Length Control Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T23:00:45.956715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4c14954-7ffb-4d1a-a828-2ee7cd8ce4bd · inbound

Reasoning on a Budget: A Survey of Adaptive and Controllable Test-Time Compute in LLMs cites this paper.

Reasoning on a Budget: A Survey of Adaptive and Controllable Test-Time Compute in LLMs Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T20:43:09.869520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfcf4f2b-7220-4148-a452-b9b23fce196d · 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 Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 139

Resolution: unresolved; no resolver link, observed 2026-08-06T17:54:17.519787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e286716-053e-4c03-9135-6d7fbbe643d0 · inbound

EAT: QoS-Aware Edge-Collaborative AIGC Task Scheduling via Attention-Guided Diffusion Reinforcement Learning cites this paper.

EAT: QoS-Aware Edge-Collaborative AIGC Task Scheduling via Attention-Guided Diffusion Reinforcement Learning Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:42.011758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d41f9fc1-155e-455a-83e2-f47493bfacc5 · inbound

REST: Stress Testing Large Reasoning Models by Asking Multiple Problems at Once cites this paper.

REST: Stress Testing Large Reasoning Models by Asking Multiple Problems at Once Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T17:35:31.557650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6f35880-4733-4a42-a274-a8d05ff05986 · inbound

Wisdom of the Crowd, Without the Crowd: A Socratic LLM for Asynchronous Deliberation on Perspectivist Data cites this paper.

Wisdom of the Crowd, Without the Crowd: A Socratic LLM for Asynchronous Deliberation on Perspectivist Data Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-05T20:48:30.957641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75ad4093-bc1d-45e1-b2ef-ce47d65f292b · inbound

Can Reasoning Path still be Effective as Input? Bridging Post-Reasoning to Chain-of-Thought Compression cites this paper.

Can Reasoning Path still be Effective as Input? Bridging Post-Reasoning to Chain-of-Thought Compression Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-04T10:56:59.860271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6774ae54-97c7-40a0-b548-13df847fa1d8 · inbound

Are Large Reasoning Models Interruptible? cites this paper.

Are Large Reasoning Models Interruptible? Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T10:07:52.534560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6286e33a-c11b-4bbc-a2b2-70036d1e1181 · inbound

R2-Router: A New Paradigm for LLM Routing with Reasoning cites this paper.

R2-Router: A New Paradigm for LLM Routing with Reasoning Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T05:17:30.180999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2343a1ee-dfb1-4a9c-b223-87f7055ca24e · inbound

Resource Consumption Threats in Large Language Models cites this paper.

Resource Consumption Threats in Large Language Models Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-07-28T01:22:17.782417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation daf92876-cd50-42a2-8779-a8dc3cfe8d6e · inbound

LightThinker++: From Reasoning Compression to Memory Management cites this paper.

LightThinker++: From Reasoning Compression to Memory Management Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-07-28T01:22:17.782417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4b7100dd-0445-4ff2-a348-9c12423d7210 · inbound

When Less is Enough: Efficient Inference via Collaborative Reasoning cites this paper.

When Less is Enough: Efficient Inference via Collaborative Reasoning Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-07-28T01:22:17.782417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7753fe70-dc94-48fd-a8d7-e525192dfe95 · inbound

Stop When Reasoning Converges: Semantic-Preserving Early Exit for Reasoning Models cites this paper.

Stop When Reasoning Converges: Semantic-Preserving Early Exit for Reasoning Models Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-07-28T01:22:17.782417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0d2c855d-7d77-4ffb-a7a7-7f5c5ca67f6f · inbound

Less Back-and-Forth: A Comparative Study of Structured Prompting cites this paper.

Less Back-and-Forth: A Comparative Study of Structured Prompting Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-28T01:22:17.782417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 509ff2d1-7256-4c24-9bb9-397838723096 · inbound

CLORE: Content-Level Optimization for Reasoning Efficiency cites this paper.

CLORE: Content-Level Optimization for Reasoning Efficiency Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-07-28T01:22:17.782417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation aaa17ffd-8b52-40db-8d7b-0ef5778b0daa · inbound

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

DyCon: Dynamic Reasoning Control via Evolving Difficulty Modeling Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-07-28T01:22:17.782417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation edea0f58-9e42-4e95-bf49-a9851ad1cd86 · inbound

When LLMs Develop Languages: Symbolic Communication for Efficient Multi-Agent Reasoning cites this paper.

When LLMs Develop Languages: Symbolic Communication for Efficient Multi-Agent Reasoning Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-07-28T01:22:17.782417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7cd18ff1-8639-4f07-a938-dcec62b13ccc · inbound

CAT: Confidence-Adaptive Thinking for Efficient Reasoning of Large Reasoning Models cites this paper.

CAT: Confidence-Adaptive Thinking for Efficient Reasoning of Large Reasoning Models Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 37

Resolution: metadata mismatch; arxiv_id, observed 2026-07-28T01:22:17.782417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b146f692-7ac8-478f-96fc-b247663a0ab1 · inbound

Revisiting Chain-of-Thought Reasoning under Limited Supervision: Semi-supervised Chain-of-Thought Learning cites this paper.

Revisiting Chain-of-Thought Reasoning under Limited Supervision: Semi-supervised Chain-of-Thought Learning Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-07-28T01:22:17.782417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4aabf6fe-6619-41a8-b022-e7d56fe47891 · inbound

LenGuard-GPC: Length Guarding with Guided-Prompt Consistency for Spatial Reasoning Reinforce Learning cites this paper.

LenGuard-GPC: Length Guarding with Guided-Prompt Consistency for Spatial Reasoning Reinforce Learning Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T18:40:14.410321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d6985be-4572-40fe-b205-e5ad8f2cbde7 · inbound

Contrastive On-Policy Distillation cites this paper.

Contrastive On-Policy Distillation Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T13:40:40.501299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3acdc5b-cd7d-4328-a55b-06d6228b4451 · inbound

LISA: Linear-Indexed Sparse Attention for Efficient Long-Context Reasoning cites this paper.

LISA: Linear-Indexed Sparse Attention for Efficient Long-Context Reasoning Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T12:48:48.354738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0596d7c2-5e46-4fd5-a709-2786388a2ad7 · inbound

NELSSA: A GPU-PNM Heterogeneous System for Mixed-Length LLM Serving via Length-based Request Placement cites this paper.

NELSSA: A GPU-PNM Heterogeneous System for Mixed-Length LLM Serving via Length-based Request Placement Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T12:00:24.359361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a0002bf-6639-46c2-bd20-44e0d630bdf3 · inbound

Fewer Tokens, Smaller Cache: Reward-Coordinated Efficient Reasoning cites this paper.

Fewer Tokens, Smaller Cache: Reward-Coordinated Efficient Reasoning Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T17:07:01.424636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.