Paper Citation Record · LEDGER

Curriculum Learning for Efficient Chain-of-Thought Distillation via Structure-Aware Masking and GRPO

As of 23 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2602.17686.

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

pith.paper-citation-record.v1
2602.17686 v4

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T04:22:10.826939Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

14 of 14 outbound references displayed

verified exact0
verified fuzzy0
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0d734869-655f-483c-ba19-07bf6b1aae8b · outbound

This paper cites Mcc-kd: Multi-cot consis- tent knowledge distillation.

Curriculum Learning for Efficient Chain-of-Thought Distillation via Structure-Aware Masking and GRPO Mcc-kd: Multi-cot consis- tent knowledge distillation

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T04:22:09.466073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11f4e598-4146-4909-aaa0-23a0b8ddf05f · outbound

This paper cites MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants.

Curriculum Learning for Efficient Chain-of-Thought Distillation via Structure-Aware Masking and GRPO MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T04:22:09.812983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8466175b-991c-4576-9db0-f5ce4d5952b6 · outbound

This paper cites Distilling step-by-step! outperforming larger language mod- els with less training data and smaller model sizes.

Curriculum Learning for Efficient Chain-of-Thought Distillation via Structure-Aware Masking and GRPO Distilling step-by-step! outperforming larger language mod- els with less training data and smaller model sizes

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T04:22:10.071077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2faa3d1-e98a-4da1-86b6-48af6ce1137f · outbound

This paper cites Implicit Reasoning in Large Language Models: A Comprehensive Survey.

Curriculum Learning for Efficient Chain-of-Thought Distillation via Structure-Aware Masking and GRPO Implicit Reasoning in Large Language Models: A Comprehensive Survey

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T04:22:10.213699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2667e53-be8e-46f9-981c-14079b6fe28c · outbound

This paper cites SuperRL: Reinforcement Learning with Supervision to Boost Language Model Reasoning.

Curriculum Learning for Efficient Chain-of-Thought Distillation via Structure-Aware Masking and GRPO SuperRL: Reinforcement Learning with Supervision to Boost Language Model Reasoning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T04:22:10.295612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4b873ae-18e6-42a4-8222-0d1f42210444 · outbound

This paper cites Qwen2.5 Technical Report.

Curriculum Learning for Efficient Chain-of-Thought Distillation via Structure-Aware Masking and GRPO Qwen2.5 Technical Report

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T04:22:10.495797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cd351bf-69f6-4c5a-86d7-067d9115c77d · outbound

This paper cites Masked-and-reordered self-supervision for reinforcement learn- ing from verifiable rewards.arXiv preprint arXiv:2511.17473,.

Curriculum Learning for Efficient Chain-of-Thought Distillation via Structure-Aware Masking and GRPO Masked-and-reordered self-supervision for reinforcement learn- ing from verifiable rewards.arXiv preprint arXiv:2511.17473,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T04:22:10.744393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b77da9d4-cbbc-40b2-831f-1360c70b88e5 · outbound

This paper cites Tokenskip: Controllable chain-of- thought compression in llms.

Curriculum Learning for Efficient Chain-of-Thought Distillation via Structure-Aware Masking and GRPO Tokenskip: Controllable chain-of- thought compression in llms

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T04:22:10.826939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d74edbc-3bb0-44fd-93cd-4bd10ff76d40 · outbound

This paper cites Mixed Distillation Helps Smaller Language Model Better Reasoning.

Curriculum Learning for Efficient Chain-of-Thought Distillation via Structure-Aware Masking and GRPO Mixed Distillation Helps Smaller Language Model Better Reasoning

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-03T04:22:10.152312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95ee30c0-11ab-4f82-a1d1-3615c9943127 · outbound

This paper cites Implicit Chain of Thought Reasoning via Knowledge Distillation.

Curriculum Learning for Efficient Chain-of-Thought Distillation via Structure-Aware Masking and GRPO Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-03T04:22:09.720279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebd6edff-21bb-44aa-ac5c-f3407636046c · outbound

This paper cites an unresolved cited work.

Curriculum Learning for Efficient Chain-of-Thought Distillation via Structure-Aware Masking and GRPO Unresolved cited work

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-03T04:22:10.378043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 479937a8-3623-4c43-9bf5-592299ad9f5a · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Curriculum Learning for Efficient Chain-of-Thought Distillation via Structure-Aware Masking and GRPO Training Verifiers to Solve Math Word Problems

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T04:22:09.581991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8333095e-d9a6-48d0-be76-cc7115c8e034 · outbound

This paper cites Codi: Compressing chain-of- thought into continuous space via self-distillation.

Curriculum Learning for Efficient Chain-of-Thought Distillation via Structure-Aware Masking and GRPO Codi: Compressing chain-of- thought into continuous space via self-distillation

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T04:22:10.636869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8be5630-6f60-48a6-8ba5-83962c57fced · outbound

This paper cites The Llama 3 Herd of Models.

Curriculum Learning for Efficient Chain-of-Thought Distillation via Structure-Aware Masking and GRPO The Llama 3 Herd of Models

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T04:22:09.986203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.