Paper Citation Record · LEDGER

Summarization is (Almost) Dead

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2309.09558.

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

pith.paper-citation-record.v1
2309.09558 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 15 of 15 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 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:14:09.836788Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T20:57:23.642023Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 3a16d8b9-c2e1-4b2a-8eac-9d70f3487760 · inbound

LaMSUM: Amplifying Voices Against Harassment through LLM Guided Extractive Summarization of User Incident Reports cites this paper.

LaMSUM: Amplifying Voices Against Harassment through LLM Guided Extractive Summarization of User Incident Reports Summarization is (Almost) Dead

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-05-24T00:13:39.343337Z

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 f605759f-2065-46b9-9b7a-4d8c89bd0626 · inbound

Fair Document Valuation in LLM Summaries via Shapley Values cites this paper.

Fair Document Valuation in LLM Summaries via Shapley Values Summarization is (Almost) Dead

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T13:14:09.836788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 165e51ed-e4e6-42dc-b9fa-6b5fdd462d6c · inbound

Summarization for Generative Relation Extraction in the Microbiome Domain cites this paper.

Summarization for Generative Relation Extraction in the Microbiome Domain Summarization is (Almost) Dead

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T05:09:25.419954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebf7254e-5de3-438c-a1bd-d70c5d650aec · inbound

Rethinking Hate Speech Detection on Social Media: Can LLMs Replace Traditional Models? cites this paper.

Rethinking Hate Speech Detection on Social Media: Can LLMs Replace Traditional Models? Summarization is (Almost) Dead

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T00:48:17.798534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6bcdafb-1bdc-4da7-9776-707df37bcb40 · inbound

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions cites this paper.

A Framework for Generating Conversational Recommendation Datasets from Behavioral Interactions Summarization is (Almost) Dead

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T00:51:43.456648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 331f0a74-7f7d-4b0e-a2f1-f3b7fed78823 · inbound

From Alerts to Intelligence: A Novel LLM-Aided Framework for Host-based Intrusion Detection cites this paper.

From Alerts to Intelligence: A Novel LLM-Aided Framework for Host-based Intrusion Detection Summarization is (Almost) Dead

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T17:29:56.545032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f69a1e93-994e-47f7-a94f-4ac252d47f1e · inbound

VA-Blueprint: Uncovering Building Blocks for Visual Analytics System Design cites this paper.

VA-Blueprint: Uncovering Building Blocks for Visual Analytics System Design Summarization is (Almost) Dead

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-05T22:10:57.131210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae424e57-4fc4-48cd-b8f9-2eb7999e54b0 · inbound

An Empirical Study of Many-Shot In-Context Learning for Machine Translation of Low-Resource Languages cites this paper.

An Empirical Study of Many-Shot In-Context Learning for Machine Translation of Low-Resource Languages Summarization is (Almost) Dead

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:48:15.196297Z

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 935ca82f-f102-4663-ac34-db23834e4af5 · inbound

An Empirical Study of Many-Shot In-Context Learning for Machine Translation of Low-Resource Languages cites this paper.

An Empirical Study of Many-Shot In-Context Learning for Machine Translation of Low-Resource Languages Summarization is (Almost) Dead

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-13T13:47:49.454442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 631a0f1b-6644-4a40-a962-6e986c04c624 · inbound

LLM-Based Automated Diagnosis Of Integration Test Failures At Google cites this paper.

LLM-Based Automated Diagnosis Of Integration Test Failures At Google Summarization is (Almost) Dead

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:16:05.434352Z

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 9fda089d-e31d-4fee-b51f-c26783874345 · inbound

Whose Story Gets Told? Positionality and Bias in LLM Summaries of Life Narratives cites this paper.

Whose Story Gets Told? Positionality and Bias in LLM Summaries of Life Narratives Summarization is (Almost) Dead

Reference 60

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T01:04:50.198615Z

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 7e902157-8d0b-45de-a2db-14a3ed5fc980 · inbound

Beyond Transcripts: Iterative Peer-Editing with Audio Unlocks High-Quality Human Summaries of Conversational Speech cites this paper.

Beyond Transcripts: Iterative Peer-Editing with Audio Unlocks High-Quality Human Summaries of Conversational Speech Summarization is (Almost) Dead

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-20T12:38:16.890021Z

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 268cf667-f59c-42d1-961e-dfe54c14c136 · inbound

Understanding LLM Behavior in Multi-Target Cross-Lingual Summarization cites this paper.

Understanding LLM Behavior in Multi-Target Cross-Lingual Summarization Summarization is (Almost) Dead

Reference 49

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T21:06:13.316747Z

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 bfb2fd37-dfee-4703-9a0a-b5485f33731d · inbound

Summarization is Not Dead Yet cites this paper.

Summarization is Not Dead Yet Summarization is (Almost) Dead

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T20:57:23.643650Z

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 60517d63-3b8e-49a9-85db-c9f9d68103ed · inbound

(Towards) Scalable Reliable Automated Evaluation with Large Language Models cites this paper.

(Towards) Scalable Reliable Automated Evaluation with Large Language Models Summarization is (Almost) Dead

Reference 59

Resolution: unresolved; no resolver link, observed 2026-07-31T12:20:07.078622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.