Paper Citation Record · LEDGER

QQSUM: A Novel Task and Model of Quantitative Query-Focused Summarization for Review-based Product Question Answering

As of 9 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2506.04020.

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

pith.paper-citation-record.v1
2506.04020 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:55:29.682268Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

12 of 12 outbound references displayed

verified exact1
verified fuzzy4
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 60a2cd43-94e1-48b9-8c46-31a2677e9d6c · outbound

This paper cites an unresolved cited work.

QQSUM: A Novel Task and Model of Quantitative Query-Focused Summarization for Review-based Product Question Answering Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:55:29.877540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation deb358e7-3b6e-4881-a794-0e30205ac22b · outbound

This paper cites good" or “bad.

QQSUM: A Novel Task and Model of Quantitative Query-Focused Summarization for Review-based Product Question Answering good" or “bad

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:55:29.887788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5f4c37b3-4241-4f1c-af2f-5cfb7f8ab844 · outbound

This paper cites an unresolved cited work.

QQSUM: A Novel Task and Model of Quantitative Query-Focused Summarization for Review-based Product Question Answering Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:55:29.813726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0ac4da4c-13c4-4936-b3f7-c4bedbfc2156 · outbound

This paper cites Scenario-based.

QQSUM: A Novel Task and Model of Quantitative Query-Focused Summarization for Review-based Product Question Answering Scenario-based

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:55:29.867609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6e5e241b-3280-46bc-89a9-13e4adeb4835 · outbound

This paper cites an unresolved cited work.

QQSUM: A Novel Task and Model of Quantitative Query-Focused Summarization for Review-based Product Question Answering Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:55:29.857492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9664a97e-dc9d-496c-9b37-26fb0ad2069e · outbound

This paper cites Below are some few−shot examples: Questions: Can I use these for running/working out? Do they handle sweat? Answers: ['I have seen other people using these for running/working out.

QQSUM: A Novel Task and Model of Quantitative Query-Focused Summarization for Review-based Product Question Answering Below are some few−shot examples: Questions: Can I use these for running/working out? Do they handle sweat? Answers: ['I have seen other people using these for running/working out

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:55:29.846112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d258cdae-4341-4521-bc5c-ebd4ff8be109 · outbound

This paper cites Listing 5: Zero-shot prompt for G-EVALredundancy evaluation of generated KPs, supportingRDcalculation.

QQSUM: A Novel Task and Model of Quantitative Query-Focused Summarization for Review-based Product Question Answering Listing 5: Zero-shot prompt for G-EVALredundancy evaluation of generated KPs, supportingRDcalculation

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:55:29.803773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cd3a2a37-2596-4433-b5b0-6a4c0de03de5 · outbound

This paper cites an unresolved cited work.

QQSUM: A Novel Task and Model of Quantitative Query-Focused Summarization for Review-based Product Question Answering Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:55:29.834490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 60f612ce-e077-4b98-8bfa-741a94ae5d36 · outbound

This paper cites an unresolved cited work.

QQSUM: A Novel Task and Model of Quantitative Query-Focused Summarization for Review-based Product Question Answering Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:55:29.824167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 384cc43e-e2b0-4a9e-b060-5504d80a7eaa · outbound

This paper cites an unresolved cited work.

QQSUM: A Novel Task and Model of Quantitative Query-Focused Summarization for Review-based Product Question Answering Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:55:29.792707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9eac9244-e68d-479e-bceb-de46619712d3 · outbound

This paper cites I came for a company event.

QQSUM: A Novel Task and Model of Quantitative Query-Focused Summarization for Review-based Product Question Answering I came for a company event

Reference 14

Resolution: verified exact; raw_fallback, observed 2026-08-07T10:55:29.771635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a5f5b3cf-ec73-4edb-af90-aba0e00b7efe · outbound

This paper cites AmazonQA: A Review-Based Question Answering Task.

QQSUM: A Novel Task and Model of Quantitative Query-Focused Summarization for Review-based Product Question Answering AmazonQA: A Review-Based Question Answering Task

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T10:55:29.636399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.