Paper Citation Record · LEDGER

SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation

As of 19 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 2 inbound Pith citation observations for arXiv:2505.02235.

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

pith.paper-citation-record.v1
2505.02235 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T01:03:16.762769Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-21T15:45:20.394551Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T15:50:19.435181Z

Reference resolution

23 of 23 outbound references displayed

verified exact0
verified fuzzy7
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dc1a4ed5-5354-4eca-8313-3acf6c2abe42 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation On the Opportunities and Risks of Foundation Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T01:03:16.616768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a228863d-00f2-470d-af94-199f85e983f3 · outbound

This paper cites Language Models are Few-Shot Learners.

SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation Language Models are Few-Shot Learners

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T01:03:16.623155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab4b40c4-b509-4c11-90c1-adf93473a674 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T01:03:16.628203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7f60f4a-981c-4209-b95f-5e46298853d3 · outbound

This paper cites Ragas: Automated Evaluation of Retrieval Augmented Generation.

SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation Ragas: Automated Evaluation of Retrieval Augmented Generation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T01:03:16.634222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 855f3c29-5168-4c1b-8ae0-0477aacaa8db · outbound

This paper cites Transactions of the Association for Computational Linguistics9, 391–409 (2021).

SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation Transactions of the Association for Computational Linguistics9, 391–409 (2021)

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:03:17.175269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ccad3b03-f95a-4739-9d66-f4cdc432e304 · outbound

This paper cites GPTScore: Evaluate as You Desire.

SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation GPTScore: Evaluate as You Desire

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T01:03:16.643890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c41d1ef3-55e6-4321-ae1a-6beab0529a89 · outbound

This paper cites SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization.

SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T01:03:16.649302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15c13a07-a6e6-444f-9e21-8440222e0c04 · outbound

This paper cites In: Proceedings of the Sixth Conference on Machine Translation.

SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation In: Proceedings of the Sixth Conference on Machine Translation

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:03:17.154858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2de94f05-dfbd-41fb-85ae-8c71e48a2f86 · outbound

This paper cites ACM Transactions on Information Systems (2023).

SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation ACM Transactions on Information Systems (2023)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:03:17.139119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 78cf0011-e524-4bbf-80f0-8a943e2ff3c2 · outbound

This paper cites Mistral 7B.

SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation Mistral 7B

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T01:03:16.662264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7ac3520-4983-48c9-af19-26f5a4941b5a · outbound

This paper cites Evaluating the Factual Consistency of Abstractive Text Summarization.

SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation Evaluating the Factual Consistency of Abstractive Text Summarization

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T01:03:16.667227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71726c2e-e8f8-48e0-8164-aa3e813cd492 · outbound

This paper cites Transactions of the Association for Computational Linguistics10, 163–177 (2022) 12 T.

SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation Transactions of the Association for Computational Linguistics10, 163–177 (2022) 12 T

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:03:17.124501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 91a144b6-337b-4f86-8e91-4d3a486de752 · outbound

This paper cites In: Text Summarization Branches Out.

SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation In: Text Summarization Branches Out

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:03:17.105490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 527183b5-c8e7-44ab-b520-ee1518f53331 · outbound

This paper cites In: Proceedings of the AAAI conference on artificial intelligence.

SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation In: Proceedings of the AAAI conference on artificial intelligence

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:03:17.088483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d8c84c43-5aaa-4c53-91a4-07f75327f110 · outbound

This paper cites G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment.

SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T01:03:16.687660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 516ec8b6-1971-47bd-b76e-c677d67cfbf1 · outbound

This paper cites In: Proceedings of the 40th annual meeting of the Association for Computational Linguistics.

SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation In: Proceedings of the 40th annual meeting of the Association for Computational Linguistics

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T01:03:16.692484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c34acbcc-7c02-4cff-b4fa-3c85f2c07ea0 · outbound

This paper cites QuestEval: Summarization Asks for Fact-based Evaluation.

SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation QuestEval: Summarization Asks for Fact-based Evaluation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T01:03:16.698277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34a4703a-3273-455e-bbd9-84b465907893 · outbound

This paper cites In: Pro- ceedings of the AAAI Conference on Artificial Intelligence.

SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation In: Pro- ceedings of the AAAI Conference on Artificial Intelligence

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:03:17.059815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 879b829f-92ca-42cd-862b-10b618662996 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T01:03:16.706767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8caab745-18bd-42ce-8c0c-29a3c8d34829 · outbound

This paper cites Asking and Answering Questions to Evaluate the Factual Consistency of Summaries.

SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation Asking and Answering Questions to Evaluate the Factual Consistency of Summaries

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T01:03:16.711083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 307930b6-4114-4b9e-9e9e-7fb2befc8385 · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation BERTScore: Evaluating Text Generation with BERT

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T01:03:16.725298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f85921e-2182-4465-afcb-18245d7245e2 · outbound

This paper cites MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance.

SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T01:03:16.741864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcc6145c-c8f7-4799-82b6-76f33b54e612 · outbound

This paper cites Towards a Unified Multi-Dimensional Evaluator for Text Generation.

SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation Towards a Unified Multi-Dimensional Evaluator for Text Generation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T01:03:16.762769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b44e485e-543a-438e-a83c-a4009bbc9bb7 · inbound

On the Factual Consistency of Text-based Explainable Recommendation Models cites this paper.

On the Factual Consistency of Text-based Explainable Recommendation Models SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-21T15:50:19.437069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5a2e6140-5b5d-4b51-b316-eae99dc9ef0e · inbound

TR-EduVSum: A Turkish-Focused Dataset and Consensus Framework for Educational Video Summarization cites this paper.

TR-EduVSum: A Turkish-Focused Dataset and Consensus Framework for Educational Video Summarization SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:10:59.511392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.