Paper Citation Record · LEDGER

The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 17 inbound Pith citation observations for arXiv:2305.14045.

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

pith.paper-citation-record.v1
2305.14045 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 17 of 17 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:19:27.166399Z

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 4cb269ae-5665-4634-8d5f-f10d082dff19 · inbound

A Comprehensive Overview of Large Language Models cites this paper.

A Comprehensive Overview of Large Language Models The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning

Reference 101

Resolution: verified exact; arxiv_id, observed 2026-05-19T20:28:39.353888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 43023fa7-bcb9-42e3-8aa6-689400914efd · inbound

Retrieval-Augmented Generation for Large Language Models: A Survey cites this paper.

Retrieval-Augmented Generation for Large Language Models: A Survey The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning

Reference 144

Resolution: verified exact; arxiv_id, observed 2026-05-24T05:13:56.585198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1b9e3a6a-b9fb-4a75-8f2c-162baf55fe80 · inbound

FD-LLM: Large Language Model for Fault Diagnosis of Machines cites this paper.

FD-LLM: Large Language Model for Fault Diagnosis of Machines The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T04:37:42.605152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1fb6030-8428-470b-8f18-2fa3c53d3c28 · inbound

Thinking with Knowledge Graphs: Enhancing LLM Reasoning Through Structured Data cites this paper.

Thinking with Knowledge Graphs: Enhancing LLM Reasoning Through Structured Data The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T15:47:29.423340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d6738cd-ca8b-403e-9842-e9e8cf350082 · inbound

LicenseGPT: A Fine-tuned Foundation Model for Publicly Available Dataset License Compliance cites this paper.

LicenseGPT: A Fine-tuned Foundation Model for Publicly Available Dataset License Compliance The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning

Reference 88

Resolution: verified exact; arxiv_id, observed 2026-05-23T06:02:37.800924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6cca35c4-060e-4932-a5e8-3a0e5209f7cd · inbound

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning cites this paper.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:32.870675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59002708-9812-4eab-84d0-e4f1ad5c7d74 · inbound

Injecting Knowledge Graphs into Large Language Models cites this paper.

Injecting Knowledge Graphs into Large Language Models The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T22:19:27.166399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bcaf26b-bdac-486f-a506-64f00da1daaa · inbound

MASTER: Enhancing Large Language Model via Multi-Agent Simulated Teaching cites this paper.

MASTER: Enhancing Large Language Model via Multi-Agent Simulated Teaching The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:50.545408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23d2646a-217e-416e-ae61-bd547cfa140c · inbound

Investigating the Effects of Cognitive Biases in Prompts on Large Language Model Outputs cites this paper.

Investigating the Effects of Cognitive Biases in Prompts on Large Language Model Outputs The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T00:56:28.692853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acb2e506-e131-447f-94ed-88dc8803f8c3 · inbound

ChatModel: Automating Reference Model Design and Verification with LLMs cites this paper.

ChatModel: Automating Reference Model Design and Verification with LLMs The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T19:48:43.140306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 271f1dc7-ed58-40f1-ab73-30cc6d3171f5 · inbound

One Token to Fool LLM-as-a-Judge cites this paper.

One Token to Fool LLM-as-a-Judge The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T18:15:37.426858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7236b47-a1d3-460d-8c57-eabcea247270 · inbound

ReaLM: Reflection-Enhanced Autonomous Reasoning with Small Language Models cites this paper.

ReaLM: Reflection-Enhanced Autonomous Reasoning with Small Language Models The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T17:30:10.119254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c4724f4-3333-4399-b6d4-ab39314c09ba · inbound

AI Reasoning for Wireless Communications and Networking: A Survey and Perspectives cites this paper.

AI Reasoning for Wireless Communications and Networking: A Survey and Perspectives The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-04T19:34:27.749346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79e7630e-34d2-44af-8cc6-11f0639764cd · inbound

The System Description of CPS Team for Track on Driving with Language of CVPR 2024 Autonomous Grand Challenge cites this paper.

The System Description of CPS Team for Track on Driving with Language of CVPR 2024 Autonomous Grand Challenge The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T17:11:16.234451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 709f6c24-5819-4d92-94e2-88bddfef57af · inbound

HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering cites this paper.

HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning

Reference 134

Resolution: verified exact; arxiv_id, observed 2026-05-09T23:54:45.392542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 663598fe-8c50-4fc6-a4b6-ed18abc771ae · inbound

AdapShot: Adaptive Many-Shot In-Context Learning with Semantic-Aware KV Cache Reuse cites this paper.

AdapShot: Adaptive Many-Shot In-Context Learning with Semantic-Aware KV Cache Reuse The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:36:31.106961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ac12faa2-87ff-4a43-9987-4823ff706783 · inbound

MetaEvo: A Meta-Optimization Framework for Experience-Driven Agent Evolution cites this paper.

MetaEvo: A Meta-Optimization Framework for Experience-Driven Agent Evolution The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning

Reference 34

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T23:42:49.713185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.