Paper Citation Record · LEDGER

Specializing Smaller Language Models towards Multi-Step Reasoning

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2301.12726.

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

pith.paper-citation-record.v1
2301.12726 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 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 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:27:49.818904Z

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

43
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 6cbc83c2-32d8-49d0-8e2c-eb1b6fea6922 · inbound

Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes cites this paper.

Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes Specializing Smaller Language Models towards Multi-Step Reasoning

Reference 73

Resolution: verified exact; arxiv_id, observed 2026-05-21T20:50:09.403274Z

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 a94054c0-4264-4d11-aef2-f0a2a3be1626 · inbound

ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models cites this paper.

ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models Specializing Smaller Language Models towards Multi-Step Reasoning

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:15:55.770686Z

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 3ebb5148-dbcf-4655-a8b9-0c957dafe162 · inbound

Scaling Relationship on Learning Mathematical Reasoning with Large Language Models cites this paper.

Scaling Relationship on Learning Mathematical Reasoning with Large Language Models Specializing Smaller Language Models towards Multi-Step Reasoning

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-05-15T00:22:11.054426Z

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 c85c56d4-a652-44f8-b8b2-077205e1c253 · inbound

Will LLMs Scaling Hit the Wall? Breaking Barriers via Distributed Resources on Massive Edge Devices cites this paper.

Will LLMs Scaling Hit the Wall? Breaking Barriers via Distributed Resources on Massive Edge Devices Specializing Smaller Language Models towards Multi-Step Reasoning

Reference 72

Resolution: verified exact; arxiv_id, observed 2026-05-23T01:05:16.391216Z

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 d80d2367-28ca-4496-964d-aa9e971b0b74 · inbound

Enhancing LLMs' Reasoning-Intensive Multimedia Search Capabilities through Fine-Tuning and Reinforcement Learning cites this paper.

Enhancing LLMs' Reasoning-Intensive Multimedia Search Capabilities through Fine-Tuning and Reinforcement Learning Specializing Smaller Language Models towards Multi-Step Reasoning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:27:49.818904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77e6884c-daba-4d96-9769-98329c303322 · inbound

MaskSearch: A Universal Pre-Training Framework to Enhance Agentic Search Capability cites this paper.

MaskSearch: A Universal Pre-Training Framework to Enhance Agentic Search Capability Specializing Smaller Language Models towards Multi-Step Reasoning

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T13:59:19.139140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55d64ad1-a4c2-4cb8-8a2a-f7342e66b8b9 · inbound

Rationales Are Not Silver Bullets: Measuring the Impact of Rationales on Model Performance and Reliability cites this paper.

Rationales Are Not Silver Bullets: Measuring the Impact of Rationales on Model Performance and Reliability Specializing Smaller Language Models towards Multi-Step Reasoning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:40:21.135948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c3287e3-f3af-47aa-ba73-385d04c27556 · inbound

On-Policy Distillation with Best-of-N Teacher Rollout Selection cites this paper.

On-Policy Distillation with Best-of-N Teacher Rollout Selection Specializing Smaller Language Models towards Multi-Step Reasoning

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:31:38.586569Z

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 31ed2a02-1463-4d64-9de4-ea2aeb46c4e1 · inbound

On-Policy Distillation with Best-of-N Teacher Rollout Selection cites this paper.

On-Policy Distillation with Best-of-N Teacher Rollout Selection Specializing Smaller Language Models towards Multi-Step Reasoning

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:12:58.989926Z

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 493f486d-2228-46bc-82c5-fe60901b5146 · inbound

Toward Calibrated, Fair, and accurate Deepfake Detection cites this paper.

Toward Calibrated, Fair, and accurate Deepfake Detection Specializing Smaller Language Models towards Multi-Step Reasoning

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-06-28T07:11:45.311425Z

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 9119cf91-ec90-4693-ad4e-8be8c5b030c0 · inbound

LLM-as-a-Coach: Experiential Learning for Non-Verifiable Tasks cites this paper.

LLM-as-a-Coach: Experiential Learning for Non-Verifiable Tasks Specializing Smaller Language Models towards Multi-Step Reasoning

Reference 273

Resolution: unresolved; no resolver link, observed 2026-08-01T16:08:01.185697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.