Paper Citation Record · LEDGER

Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models

As of 20 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 1 inbound Pith citation observation for arXiv:2411.14272.

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

pith.paper-citation-record.v1
2411.14272 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T15:24:17.568513Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:57:34.662506Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-16T11:57:34.926938Z

Reference resolution

15 of 15 outbound references displayed

verified exact0
verified fuzzy3
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2fc12df9-ea74-4247-9e9a-1a9a102d287a · outbound

This paper cites an unresolved cited work.

Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:24:17.832010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 924dd9ba-7df1-47bb-9c47-d0e7f9eec654 · outbound

This paper cites an unresolved cited work.

Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:24:17.815271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f25bf4d2-f46a-4561-8278-5a9e3b3eb817 · outbound

This paper cites an unresolved cited work.

Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:24:17.797840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e47c97a8-0d6a-4606-9f5b-df64ce3e53a1 · outbound

This paper cites an unresolved cited work.

Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:24:17.779135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 37002980-938e-47b7-8b1e-2ece3c0d7b26 · outbound

This paper cites In Findings of the Association for Computational Linguistics: ACL 2023 , pages 4381–4401, Toronto, Canada.

Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models In Findings of the Association for Computational Linguistics: ACL 2023 , pages 4381–4401, Toronto, Canada

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:24:17.866091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3bef2131-7c17-4502-84fe-de67ec2299b7 · outbound

This paper cites Transactions of the Associa- tion for Computational Linguistics, 12:39–57.

Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models Transactions of the Associa- tion for Computational Linguistics, 12:39–57

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:24:17.848808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ff3b3327-e4b8-4c53-bc8c-e21413a286b7 · outbound

This paper cites an unresolved cited work.

Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:24:17.723747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fa37e95b-1d40-4fef-baca-03c647715027 · outbound

This paper cites an unresolved cited work.

Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:24:17.705933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 01b2a5a3-b3ce-42c8-9696-96f1a138bc22 · outbound

This paper cites All the models run between 2.5 and 10 hours, depending on model size and length of generated summaries: no sampling was applied for replicability.

Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models All the models run between 2.5 and 10 hours, depending on model size and length of generated summaries: no sampling was applied for replicability

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T15:24:17.688089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f2e72c43-431e-4a43-a05e-9f7150040ceb · outbound

This paper cites an unresolved cited work.

Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:24:17.759426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation addc8a72-ef34-4e5f-bbbb-c72eab1c5b80 · outbound

This paper cites an unresolved cited work.

Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-12T15:24:17.741309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0186c8f0-debe-4845-9eed-0016f7fe07d2 · outbound

This paper cites MiniLLM: On-Policy Distillation of Large Language Models.

Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models MiniLLM: On-Policy Distillation of Large Language Models

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-12T15:24:17.487310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 800b0c35-e041-41ee-a7e2-eb250efebd82 · outbound

This paper cites Mistral 7B.

Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models Mistral 7B

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-12T15:24:17.494045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf420812-4688-4c52-b5ee-e2036cb1865b · outbound

This paper cites GPT-4 Technical Report.

Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models GPT-4 Technical Report

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-12T15:24:17.500604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00bab622-5de5-4eaf-ad4d-0c121f53aa78 · outbound

This paper cites LLM Evaluators Recognize and Favor Their Own Generations.

Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models LLM Evaluators Recognize and Favor Their Own Generations

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-12T15:24:17.506298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation becffdaf-8f6a-4f4d-b952-ca94259da70d · inbound

Template-Based Financial Report Generation in Agentic and Decomposed Information Retrieval cites this paper.

Template-Based Financial Report Generation in Agentic and Decomposed Information Retrieval Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-16T11:57:34.933610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.