Paper Citation Record · LEDGER

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning

As of 8 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2507.00246.

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

pith.paper-citation-record.v1
2507.00246 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:25:04.556386Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

33 of 33 outbound references displayed

verified exact0
verified fuzzy9
unresolved23
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 15e262eb-3b4b-49a6-afff-f265e793ad0f · outbound

This paper cites L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:01.706270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96dc6c19-44a1-4207-99f2-d80823584f85 · outbound

This paper cites 2023 amc 12a.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning 2023 amc 12a

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:05.219266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7e579538-49b2-433c-898b-b3fb75d4a88f · outbound

This paper cites 2023 amc 12b, 2023 b.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning 2023 amc 12b, 2023 b

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:05.202733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0715bb87-c609-4d3d-9898-7a8c4130ba27 · outbound

This paper cites 2025 aime i, 2025 a.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning 2025 aime i, 2025 a

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:05.186807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d2863ea3-f5c8-480d-9644-7b08d1c2805d · outbound

This paper cites 2025 aime ii, 2025 b.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning 2025 aime ii, 2025 b

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:05.172279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c68f9afb-8c0f-4b73-8bf9-a9ab799cfdb7 · outbound

This paper cites Multilingual Test-Time Scaling via Initial Thought Transfer.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning Multilingual Test-Time Scaling via Initial Thought Transfer

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:02.205229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f001fba9-acb6-49b0-b7aa-371b3187e8ab · outbound

This paper cites Evaluating Large Language Models Trained on Code.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning Evaluating Large Language Models Trained on Code

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:02.301680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff896182-6010-44ea-9fff-6d4d9d5fc258 · outbound

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

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:02.380510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10523124-a015-49c1-8721-8e415a1b2aa7 · outbound

This paper cites The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:02.539956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cfae8fb-2fa6-458e-878f-3cbebc397df1 · outbound

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

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:02.680131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61a86427-8a32-4d80-9fff-7aa8da155ddd · outbound

This paper cites Could Thinking Multilingually Empower LLM Reasoning?.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning Could Thinking Multilingually Empower LLM Reasoning?

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:02.802112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a0b05d8-96b5-495e-a35c-f673cfb75d0f · outbound

This paper cites Chinese and english mathematics language: The relation between linguistic clarity and mathematics performance.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning Chinese and english mathematics language: The relation between linguistic clarity and mathematics performance

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:05.155552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e3340c46-7c29-4a73-9d63-d865f276c979 · outbound

This paper cites DNR Bench: Benchmarking Over-Reasoning in Reasoning LLMs.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning DNR Bench: Benchmarking Over-Reasoning in Reasoning LLMs

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:03.027916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffff94bc-016a-45cb-a25e-346ef9687586 · outbound

This paper cites Bag of Tricks for Efficient Text Classification.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning Bag of Tricks for Efficient Text Classification

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:03.111327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b71fe97-41ba-4bef-84a3-6468ff15bec1 · outbound

This paper cites Understand, Solve and Translate: Bridging the Multilingual Mathematical Reasoning Gap.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning Understand, Solve and Translate: Bridging the Multilingual Mathematical Reasoning Gap

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:03.269853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0aa89a8f-75b0-4495-9418-d86cad524719 · outbound

This paper cites Let's Verify Step by Step.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning Let's Verify Step by Step

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:03.390910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29ac2557-94b7-4f1d-93ed-691b3ef2bdcb · outbound

This paper cites Reasoning Models Can Be Effective Without Thinking.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning Reasoning Models Can Be Effective Without Thinking

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:03.572111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22bfe443-9fe0-4d17-a5d0-72d76b292241 · outbound

This paper cites Deepseek-r1 thoughtology: Let's think about llm reasoning, 2025.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning Deepseek-r1 thoughtology: Let's think about llm reasoning, 2025

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:03.692437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4742346b-bcd7-431a-9e64-e1a1d32bbfda · outbound

This paper cites GPT-4o System Card.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning GPT-4o System Card

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:03.794772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffd4bcec-95ac-41fa-be5f-541f2b0b9d3a · outbound

This paper cites OpenAI o1 System Card.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning OpenAI o1 System Card

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:03.868643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 559e9c28-ccf5-42d7-b822-c4b96a2e7d03 · outbound

This paper cites Cross-lingual prompting: Improving zero-shot chain-of-thought reasoning across languages.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning Cross-lingual prompting: Improving zero-shot chain-of-thought reasoning across languages

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:03.999849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b3c51a0-3b1e-458d-b1a7-1c002bcc5e99 · outbound

This paper cites Language Models are Multilingual Chain-of-Thought Reasoners.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning Language Models are Multilingual Chain-of-Thought Reasoners

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:04.180908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d8735ce-f630-4bf9-be90-9e4523b9ec67 · outbound

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

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:04.422429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56170b86-84e3-49db-9b3e-353143d32512 · outbound

This paper cites Qwen3, April 2025 a.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning Qwen3, April 2025 a

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:05.139608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c488218a-7bbc-4bdc-831c-b666162bc447 · outbound

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

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning Qwq-32b: Embracing the power of reinforcement learning, March 2025 b

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:05.123693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d3536d58-657e-4f89-b86f-cf8c31b15163 · outbound

This paper cites Aime problem set 1983-2024, 2023.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning Aime problem set 1983-2024, 2023

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:04.523859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b281e5a-ec8e-495a-b750-e3c216963509 · outbound

This paper cites Do llamas work in english? on the latent language of multilingual transformers.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning Do llamas work in english? on the latent language of multilingual transformers

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:05.096137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ba81b964-c9d5-45b9-9e89-92df9fb176a5 · outbound

This paper cites Qwen2.5 Technical Report.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning Qwen2.5 Technical Report

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:04.531908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 457cd4e3-9ce6-49a4-9b58-0dac3e98095b · outbound

This paper cites Gonzalez, Clark Barrett, and Ying Sheng.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning Gonzalez, Clark Barrett, and Ying Sheng

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:25:05.077687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0cec8626-d8ed-4bf4-8cb0-04d9842eeb26 · outbound

This paper cites write newline.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning write newline

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:04.540758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87a34784-6b50-421d-9f57-873dc4788787 · outbound

This paper cites @esa (Ref.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning @esa (Ref

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:04.546043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f5db0a1-9be5-4776-ada1-3108fd07508e · outbound

This paper cites an unresolved cited work.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T21:25:04.550906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e7501e0-7e8d-4970-b09a-8d4d35fdfd2d · outbound

This paper cites better\_response\_label.

EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning better\_response\_label

Reference 35

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T21:25:04.680298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.