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Paper Citation Record · LEDGER

FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2005.03754.

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

pith.paper-citation-record.v1
2005.03754 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 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 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T04:23:01.073360Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T01:04:50.306455Z

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 baa7a0fc-5d07-4ea3-a242-76cfd9e1eba2 · inbound

REALEDIT: Reddit Edits As a Large-scale Empirical Dataset for Image Transformations cites this paper.

REALEDIT: Reddit Edits As a Large-scale Empirical Dataset for Image Transformations FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-09T04:23:01.073360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T04:23:01.073360Z digest=sha256:c33df401b2f41fbde3bede1b29481d3ee34b62efc259cef1898fee6ccc81b033

Observation ce45beb1-19b9-4322-b7a2-8bbc41e63008 · inbound

Fact-Controlled Diagnosis of Hallucinations in Medical Text Summarization cites this paper.

Fact-Controlled Diagnosis of Hallucinations in Medical Text Summarization FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T12:09:15.898814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:09:15.898814Z digest=sha256:ce991fdea6269c13cf89c22310b39f0df14d84ed9dd320497e8fb379ca45094b

Observation 71bf8bab-2498-4174-9156-a9a6985a0b29 · inbound

Contextual Candor: Enhancing LLM Trustworthiness Through Hierarchical Unanswerability Detection cites this paper.

Contextual Candor: Enhancing LLM Trustworthiness Through Hierarchical Unanswerability Detection FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T11:55:47.388439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:55:47.388439Z digest=sha256:1a8d494a9df84fce42ee5cf4da66f3bde0c27031766390f8b396fd88f4493100

Observation 050088d2-1526-4938-9c6d-9c021bdaec2e · inbound

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation cites this paper.

OpenFActScore: Open-Source Atomic Evaluation of Factuality in Text Generation FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T19:20:16.513779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:20:16.513779Z digest=sha256:0c5e054ccce87091b5f103b70c64747d8e3593bccc6a2efac3f40c7f43b339a8

Observation 1d828476-64a0-4a1a-8d20-8b649506da3f · inbound

Direct-Scoring NLG Evaluators Can Use Pairwise Comparisons Too cites this paper.

Direct-Scoring NLG Evaluators Can Use Pairwise Comparisons Too FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-05T05:28:19.871440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:28:19.871440Z digest=sha256:1da7562e3b7b092db221027cfe6a69c1878d2558a80266abe69968d635c83f61

Observation da6a4c85-28e7-4649-b44e-3df23c2d1740 · inbound

Investigating Symbolic Triggers of Hallucination in Gemma Models Across HaluEval and TruthfulQA cites this paper.

Investigating Symbolic Triggers of Hallucination in Gemma Models Across HaluEval and TruthfulQA FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-04T22:18:43.891818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:18:43.891818Z digest=sha256:7b6ce98fd4f92ed1b70de09e04dc0a1630f782353363cc0d0e0e0be71396e317

Observation 6b5b36d2-e652-4c6d-88ba-3eb4755626c5 · 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 FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization

Reference 167

Resolution
verified exact
arxiv_id, observed 2026-05-10T01:04:50.307702Z

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.

source=arxiv_source observed=2026-05-10T01:00:41.543394Z digest=sha256:72648b8af49d386792abf7321b18c5c906e36910b39ff42fb319f0265afada6f