Paper Citation Record · LEDGER

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization

As of 14 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2608.04307.

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

pith.paper-citation-record.v1
2608.04307 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T20:09:41.869145Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

31 of 31 outbound references displayed

verified exact2
verified fuzzy13
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e9ee2872-4e4e-46c9-ad67-cee2ee93ac68 · outbound

This paper cites Dataset, Kaggle (2026), https://www.kaggle.com/datasets/tobiasbueck/multilingual-customer-support- tickets.

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization Dataset, Kaggle (2026), https://www.kaggle.com/datasets/tobiasbueck/multilingual-customer-support- tickets

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:09:42.532984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5ec2fda8-4db2-4364-b440-a7ae751049dd · outbound

This paper cites LLM Prompt Duel Optimizer: Efficient Label-Free Prompt Optimization.

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization LLM Prompt Duel Optimizer: Efficient Label-Free Prompt Optimization

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T20:09:41.765014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b517aaba-2527-40c8-bf13-e2b6129e52d9 · outbound

This paper cites Technical report, Forrester Consulting (2023).

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization Technical report, Forrester Consulting (2023)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:09:42.522886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a1cbc839-f12d-4b51-80ec-c6925a68e1d8 · outbound

This paper cites In: Proceedings of the International Conference on Learning Representations (ICLR) (2024).

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization In: Proceedings of the International Conference on Learning Representations (ICLR) (2024)

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:09:42.512465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6058665d-e824-4cc8-a963-82bfc238b6fd · outbound

This paper cites In: AAAI Conference on Artificial Intelligence (2024), https://api.semanticscholar.org/CorpusID:273098751.

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization In: AAAI Conference on Artificial Intelligence (2024), https://api.semanticscholar.org/CorpusID:273098751

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:09:42.501983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2d90df4b-8748-4327-93ae-0c17bcb5deb0 · outbound

This paper cites In: Proceedings of the KDD Workshop on Generative AI for Recommendation and Personalization (GenAIRecP) (2024).

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization In: Proceedings of the KDD Workshop on Generative AI for Recommendation and Personalization (GenAIRecP) (2024)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:09:42.491393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1f70f720-9744-4457-b1c9-315c59d142d9 · outbound

This paper cites In: Text Summarization Branches Out.

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization In: Text Summarization Branches Out

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:09:42.481520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b994860f-b4aa-4d98-bf41-b530a74caf11 · outbound

This paper cites In: Annual Meeting of the Association for Computational Linguistics (2004), https://api.semanticscholar.org/CorpusID:964287.

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization In: Annual Meeting of the Association for Computational Linguistics (2004), https://api.semanticscholar.org/CorpusID:964287

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:09:42.471322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 25183148-2650-4a06-a0c7-7bb9f2de9845 · outbound

This paper cites A Comparative Study of Quality Evaluation Methods for Text Summarization.

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization A Comparative Study of Quality Evaluation Methods for Text Summarization

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T20:09:41.790404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 151c5fe8-b8e7-467a-9655-de08273f2705 · outbound

This paper cites arXiv preprint arXiv:2407.05033 (2024).

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization arXiv preprint arXiv:2407.05033 (2024)

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T20:09:41.793763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0080ebaf-2183-4f3e-a91a-d1fc8d9f07e1 · outbound

This paper cites Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models.

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T20:09:41.797465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2904d505-9a92-479d-9d0a-5ee94b219fd6 · outbound

This paper cites In: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL).

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization In: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:09:42.461503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a5b3620c-fa9e-4239-9cd0-b5b4669991fa · outbound

This paper cites arXiv preprint arXiv:2505.16307 (2025).

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization arXiv preprint arXiv:2505.16307 (2025)

Reference 13

Resolution: verified exact; raw_fallback, observed 2026-08-08T20:09:42.208161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation de39894e-ae3f-4b91-96a7-d034c116a7bf · outbound

This paper cites arXiv preprint arXiv:2506.05305 (2025).

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization arXiv preprint arXiv:2506.05305 (2025)

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T20:09:41.807461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3900f73-bae3-4089-bb8e-478e215b5889 · outbound

This paper cites In: Proceedings of the Advances in Neural Information Pro- cessing Systems (NeurIPS).

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization In: Proceedings of the Advances in Neural Information Pro- cessing Systems (NeurIPS)

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:09:42.450963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c810eff6-db50-457f-9905-8325596f16fc · outbound

This paper cites arXiv preprint arXiv:2509.18158 (2025).

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization arXiv preprint arXiv:2509.18158 (2025)

Reference 16

Resolution: verified exact; raw_fallback, observed 2026-08-08T20:09:42.057479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 036308a8-c992-4555-8a16-b11fffd8d68f · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization BERTScore: Evaluating Text Generation with BERT

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T20:09:41.817337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93c792a5-3c5d-4c17-afde-77bf08d02edd · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering (2025).

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization IEEE Transactions on Knowledge and Data Engineering (2025)

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:09:42.439606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d92b6b04-d45f-4a26-9fb5-c2a02b586930 · outbound

This paper cites A Survey of Large Language Models.

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization A Survey of Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T20:09:41.824382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37b1c4fa-d49b-415d-ac65-ecaabd49bfef · outbound

This paper cites In: Proceedings of the Inter- national Conference on Learning Representations (ICLR) (2023).

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization In: Proceedings of the Inter- national Conference on Learning Representations (ICLR) (2023)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:09:42.428279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation be0445dc-8522-4b47-8903-ac5274d0df43 · outbound

This paper cites Provide summary following the format of reference summary.

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization Provide summary following the format of reference summary

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:09:42.417068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6e1ec90f-cf17-4acf-83cc-92eecdfcc7b3 · outbound

This paper cites an unresolved cited work.

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:09:42.406937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f219d434-b92f-4fe4-8e2a-85194e5029ad · outbound

This paper cites an unresolved cited work.

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:09:42.396621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c88068c4-f654-499d-979e-5600b142d2f1 · outbound

This paper cites an unresolved cited work.

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:09:42.387359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c23e7de0-e34c-4df4-b0a2-db7b71dd0ebc · outbound

This paper cites an unresolved cited work.

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:09:42.377028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1d2afbc1-5a5b-425b-825e-f27c1d6d3199 · outbound

This paper cites an unresolved cited work.

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:09:42.367148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3c3174d1-ee0c-4202-8da8-92f7819d8eda · outbound

This paper cites an unresolved cited work.

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:09:42.356223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4e3a78ca-dd1c-42e2-859c-aaaa7ee36882 · outbound

This paper cites "".strip() A.4 Scorer LLM Template LLM_EVALUATION_PROMPT_TEMPLATE =.

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization "".strip() A.4 Scorer LLM Template LLM_EVALUATION_PROMPT_TEMPLATE =

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:09:42.346869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 481702b4-56d1-499e-a47a-e29641291edc · outbound

This paper cites an unresolved cited work.

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:09:42.336324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9405dd30-e226-46d7-9083-118eab91c829 · outbound

This paper cites an unresolved cited work.

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:09:42.326957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b7fd51d1-9c3a-4973-b8ef-ee2fc49068d2 · outbound

This paper cites an unresolved cited work.

MIDAS: Multi-LLM Iterative Data-Adaptive Summarization Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:09:42.316454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

No inbound Pith citation observations are available.