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Paper Citation Record · LEDGER

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization

As of 9 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2608.03655.

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

pith.paper-citation-record.v1
2608.03655 v1

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:17:12.415810Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

59 of 59 outbound references displayed

  • verified exact13
  • verified fuzzy6
  • unresolved39
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d0bdef60-67ad-4383-96b3-039ffaa09922 · outbound

This paper cites Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling

Reference 1

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doi, observed 2026-08-05T15:17:12.678535Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T15:17:12.241561Z digest=sha256:0590229e34e26a7b574d379a74e0472f39b66c1c840afa4772436306cd1fc0da

Observation ed0818a0-480c-4a2c-b4bb-5082501b913e · outbound

This paper cites BART : Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization BART : Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension

Reference 2

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source=arxiv_source observed=2026-08-05T15:17:12.245098Z digest=sha256:bfd887773da3bc2ea5bbd4fc7f92f7f81005622568adcceea55913ffee07b256

Observation 91bb2c49-91fe-4af1-ad19-5015505aaee4 · outbound

This paper cites 2026 , eprint=.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization 2026 , eprint=

Reference 3

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source=arxiv_source observed=2026-08-05T15:17:12.248531Z digest=sha256:c5ec626f5725c5b8c0cb90534bb4ea3b2f858ce838b6e6d39e4c36abf633210b

Observation dfc6da6b-c7b2-476f-9aa0-ba217bdda616 · outbound

This paper cites S im CLS : A Simple Framework for Contrastive Learning of Abstractive Summarization.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization S im CLS : A Simple Framework for Contrastive Learning of Abstractive Summarization

Reference 4

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source=arxiv_source observed=2026-08-05T15:17:12.251504Z digest=sha256:d8d1b32bdce937f38cff6e6dc2f051adeac96a185e9a1e56818ccd1390154df8

Observation 4a7b902c-c709-42bc-b6b8-ad1e36276898 · outbound

This paper cites BRIO : Bringing Order to Abstractive Summarization.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization BRIO : Bringing Order to Abstractive Summarization

Reference 5

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source=arxiv_source observed=2026-08-05T15:17:12.255697Z digest=sha256:311c1d3fe2f352bf666b2288737ce584955560b4be011b2a3d688777408d8a12

Observation 561e91b5-a361-447d-abe5-3f843374c70c · outbound

This paper cites Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality

Reference 6

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source=arxiv_source observed=2026-08-05T15:17:12.258788Z digest=sha256:a015f49b844045201ee22d60c9b5d61e43c670af5e893471ce9b2e664c80910e

Observation a2f997ce-09aa-43ea-9095-89c8fd96b69f · outbound

This paper cites S umma R eranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization S umma R eranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization

Reference 7

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source=arxiv_source observed=2026-08-05T15:17:12.262070Z digest=sha256:2042beaa919aa4e89dc7b67f79210ba1bed0ef3f9e8d2f83695d3acf83c1762c

Observation 0e5ef8ab-271b-4c26-98c8-3d849df852a9 · outbound

This paper cites 2025 , eprint=.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization 2025 , eprint=

Reference 8

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source=arxiv_source observed=2026-08-05T15:17:12.264880Z digest=sha256:217c896854531054ea2c7762116fee70ce855f405bde025ba6331e6fefb72655

Observation 8a04d43e-5c40-41f0-83e6-956d8cbf2726 · outbound

This paper cites 2026 , howpublished =.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization 2026 , howpublished =

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T15:17:12.267574Z digest=sha256:cdd3b277db19b935e744187c16c0db919c567e67905613eee1d435e1f70652df

Observation 4ef1fb1c-99a7-49b1-bf3b-465a16462516 · outbound

This paper cites 2024 , url =.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization 2024 , url =

Reference 10

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source=arxiv_source observed=2026-08-05T15:17:12.270614Z digest=sha256:2b1a96a9ee91e6fa16a7c16988f01a44ea47b4d2975b01f02046edd473557538

Observation 6a2146a1-3235-4ad5-b9cc-1b22d90f9f09 · outbound

This paper cites Abstractive Text Summarization using Sequence-to-sequence RNN s and Beyond.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization Abstractive Text Summarization using Sequence-to-sequence RNN s and Beyond

Reference 11

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source=arxiv_source observed=2026-08-05T15:17:12.273410Z digest=sha256:8abb822b501bdce214c8ba68007f1bcd089d4b78f2b6cf6c064e633ed8220f52

Observation 448f3efd-0db2-4a39-96c5-85f2379f2b3f · outbound

This paper cites Multi-News: A Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical Model.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization Multi-News: A Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical Model

Reference 12

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source=arxiv_source observed=2026-08-05T15:17:12.276243Z digest=sha256:06d0449781120bb1f65babdb8f39d41697aa6031483f6fc026262523abf943a8

Observation 41fc546d-ac46-4490-bfb6-15e2b2bebc5e · outbound

This paper cites ROUGE : A Package for Automatic Evaluation of Summaries.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization ROUGE : A Package for Automatic Evaluation of Summaries

Reference 13

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source=arxiv_source observed=2026-08-05T15:17:12.280006Z digest=sha256:e879129aa57e07514b0708fc0f329a035102fc01c862a8b380ef247108fdaa29

Observation 9cf958d0-6a52-4c60-9a2f-c0f894e79fca · outbound

This paper cites 2020 , eprint=.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization 2020 , eprint=

Reference 14

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source=arxiv_source observed=2026-08-05T15:17:12.282682Z digest=sha256:61610cc0c3bbd64df263462c60ce8cc96c2765924346a06a152b0da809a3b798

Observation 5fc850d4-dc24-454b-92e1-d91d1de1b325 · outbound

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

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization Evaluating the Factual Consistency of Abstractive Text Summarization

Reference 15

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source=arxiv_source observed=2026-08-05T15:17:12.285571Z digest=sha256:d7b5ed341296d59aad5cb42876fc30e316767f45f7d3cf61859684b26317a832

Observation 4fc1b004-97d7-44be-9287-295ef41aa19e · outbound

This paper cites M ini C heck: Efficient Fact-Checking of LLM s on Grounding Documents.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization M ini C heck: Efficient Fact-Checking of LLM s on Grounding Documents

Reference 16

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source=arxiv_source observed=2026-08-05T15:17:12.289211Z digest=sha256:2c26dc298320b2592d34b7b8df891a69db961c702b6d1f960d23b68384a2a486

Observation 715a23a5-e334-4ae4-a71c-fcd5c84ec888 · outbound

This paper cites A lign S core: Evaluating Factual Consistency with A Unified Alignment Function.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization A lign S core: Evaluating Factual Consistency with A Unified Alignment Function

Reference 17

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source=arxiv_source observed=2026-08-05T15:17:12.291994Z digest=sha256:6544c2f44e1de3f0cad3932d9530ac85cae1ec64150eafd034e052249475bdaf

Observation 3c3ee78b-00d2-43e7-8dc4-a1f689c16aae · outbound

This paper cites F act KB : Generalizable Factuality Evaluation using Language Models Enhanced with Factual Knowledge.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization F act KB : Generalizable Factuality Evaluation using Language Models Enhanced with Factual Knowledge

Reference 18

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source=arxiv_source observed=2026-08-05T15:17:12.294860Z digest=sha256:f9825bceb8dcfc69f681b6fec90a350fef63e56147b720d9792b9e29ed1e199b

Observation 6cdf95a9-49e3-41f2-8f96-273fb9d557dc · outbound

This paper cites PRIMERA : Pyramid-based Masked Sentence Pre-training for Multi-document Summarization.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization PRIMERA : Pyramid-based Masked Sentence Pre-training for Multi-document Summarization

Reference 19

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source=arxiv_source observed=2026-08-05T15:17:12.297618Z digest=sha256:92ee87f9d3bd582f2024ccd91697548a98634f6001b62d33c46b3894233989b2

Observation ba6e7720-cb09-480b-bb5f-2ae5aca73c12 · outbound

This paper cites Benchmarking Large Language Models for News Summarization.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization Benchmarking Large Language Models for News Summarization

Reference 20

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source=arxiv_source observed=2026-08-05T15:17:12.300382Z digest=sha256:92cfe5c98a5087d670573a11a9b39e2fc36e5f40c0ac779aa220e2268de12bb4

Observation 85d5fe07-a314-455b-bca4-251f143ca55a · outbound

This paper cites On Context Utilization in Summarization with Large Language Models.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization On Context Utilization in Summarization with Large Language Models

Reference 21

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source=arxiv_source observed=2026-08-05T15:17:12.303108Z digest=sha256:cb2d0eeecde7c0689dac86aa708f1a1cf6f731423ebc240666d24ccf452be6be

Observation 8cf06c02-d6ab-4332-b0e8-e804265fc6aa · outbound

This paper cites Revisiting Zero-Shot Abstractive Summarization in the Era of Large Language Models from the Perspective of Position Bias.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization Revisiting Zero-Shot Abstractive Summarization in the Era of Large Language Models from the Perspective of Position Bias

Reference 22

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source=arxiv_source observed=2026-08-05T15:17:12.305990Z digest=sha256:ed26545218ff58452794c1910c0a329277195ad5bdd51298d044813d6ed5c7db

Observation 0cfa136e-1b58-4267-b484-23e07bf9bfa2 · outbound

This paper cites Discrete Mathematics, Algorithms and Applications , volume=.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization Discrete Mathematics, Algorithms and Applications , volume=

Reference 23

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source=arxiv_source observed=2026-08-05T15:17:12.308711Z digest=sha256:f242265a6b96cd86e41dd01e2c3a5bc9eabbdad66daa10ea04e32b745cb9f7c4

Observation c7a0ce48-b2c0-48d7-a1ad-e976eba6f3ca · outbound

This paper cites On Learning to Summarize with Large Language Models as References.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization On Learning to Summarize with Large Language Models as References

Reference 24

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source=arxiv_source observed=2026-08-05T15:17:12.311596Z digest=sha256:f47d6a8e0e1462457f1e2d8147135cf9a6075025dbf17ca6133e63b335a22d1e

Observation ce7719e4-d8bc-4440-a7ec-3b2994ed6058 · outbound

This paper cites Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization

Reference 25

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source=arxiv_source observed=2026-08-05T15:17:12.314485Z digest=sha256:7001d108c29d9f0f83023ff09480b00221221068a93e738dfec2ede0bbce2eef

Observation 68c0867a-5862-4d05-b379-a960e78239e4 · outbound

This paper cites Exploring Iterative Controllable Summarization with Large Language Models.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization Exploring Iterative Controllable Summarization with Large Language Models

Reference 26

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doi, observed 2026-08-05T15:17:12.590975Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T15:17:12.317425Z digest=sha256:3460defe6a2f9785bfa4769d24ff7717be682181d2d1d809d9820353cb6a0d58

Observation bce61a39-8255-4503-95e5-810a683a2c31 · outbound

This paper cites and Marshall, Iain J.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization and Marshall, Iain J

Reference 27

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doi, observed 2026-08-05T15:17:12.581884Z

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source=arxiv_source observed=2026-08-05T15:17:12.320191Z digest=sha256:163d23bdb0a7ac9addbaf34ab004f7aacae2cc7b383c777aa4279a60fa0ae932

Observation 55714447-8f80-4713-af0b-444de5d1e96f · outbound

This paper cites Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles

Reference 28

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source=arxiv_source observed=2026-08-05T15:17:12.323109Z digest=sha256:d730dffa92a208aaeb6c70307faac837192c572a1ee2d98c03f21897b9493ccf

Observation bd66de29-6058-4649-a503-71bb84b88b65 · outbound

This paper cites Tell me what I need to know: Exploring LLM -based (Personalized) Abstractive Multi-Source Meeting Summarization.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization Tell me what I need to know: Exploring LLM -based (Personalized) Abstractive Multi-Source Meeting Summarization

Reference 29

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source=arxiv_source observed=2026-08-05T15:17:12.326348Z digest=sha256:9c1dac034c5104557899a7b2c12fae5d3f4235d0717a1ab096b2abc451beabd4

Observation e6fc24b2-0bbb-47ff-89d0-872006405474 · outbound

This paper cites Structure-Aware Chunking for Abstractive Summarization of Long Legal Documents.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization Structure-Aware Chunking for Abstractive Summarization of Long Legal Documents

Reference 30

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doi, observed 2026-08-05T15:17:12.564082Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T15:17:12.329176Z digest=sha256:8a02832ccfeeaa3fd3565dff30e026a8118530b80b43117915d74e36abe190aa

Observation c1dbb37f-b75f-4071-9d2f-d7e48e6e36fb · outbound

This paper cites CCS um: A Large-Scale and High-Quality Dataset for Abstractive News Summarization.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization CCS um: A Large-Scale and High-Quality Dataset for Abstractive News Summarization

Reference 31

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source=arxiv_source observed=2026-08-05T15:17:12.331967Z digest=sha256:c1a2c6c5b5a36eb5a7958dbe53ac3d7a12b922448fe1d2c354a756a541f25c5b

Observation bb014db6-9b53-438b-8273-1df25e639edb · outbound

This paper cites Extractive Summarization with Text Generator.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization Extractive Summarization with Text Generator

Reference 32

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doi, observed 2026-08-05T15:17:12.545635Z

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source=arxiv_source observed=2026-08-05T15:17:12.334643Z digest=sha256:b787cba62672b0473377ad2f5016b213678f5e239074ecf9c8d75f579101a6d1

Observation 723c4b83-9c00-499e-a028-337c547ed5b4 · outbound

This paper cites Extract, Select and Rewrite: A Modular Sentence Summarization Method.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization Extract, Select and Rewrite: A Modular Sentence Summarization Method

Reference 33

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source=arxiv_source observed=2026-08-05T15:17:12.337418Z digest=sha256:a3c4318bf76b0d9b4f0085685299836f2ee1268414dda64d67b24e67dfb4781c

Observation c6864895-bc67-4618-ab0a-89defe5e40e6 · outbound

This paper cites On Faithfulness and Factuality in Abstractive Summarization.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization On Faithfulness and Factuality in Abstractive Summarization

Reference 34

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source=arxiv_source observed=2026-08-05T15:17:12.340349Z digest=sha256:0ecbc98382ada342bfdef5be8eba39e3cd986a632d7366812b3ac98720feb5fb

Observation e379a448-1de7-4be2-a707-70102b74b730 · outbound

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

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization Asking and Answering Questions to Evaluate the Factual Consistency of Summaries

Reference 35

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source=arxiv_source observed=2026-08-05T15:17:12.344101Z digest=sha256:0158901abf9941f18946aae1a7e674a0e555cadecd0fa712f4be25aa422528ea

Observation 9fbaa908-a5ef-4770-b2ec-a3acb62a1ae3 · outbound

This paper cites QAF act E val: Improved QA -Based Factual Consistency Evaluation for Summarization.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization QAF act E val: Improved QA -Based Factual Consistency Evaluation for Summarization

Reference 36

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no resolver link, observed 2026-08-05T15:17:12.346817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.346817Z digest=sha256:7a40c3f37316850af7f1b370aac7414e76be9339328582d471f321d57942a8af

Observation 0814b907-b678-4ec2-bfce-971d744f7b55 · outbound

This paper cites Evaluating the Factual Consistency of Large Language Models Through News Summarization.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization Evaluating the Factual Consistency of Large Language Models Through News Summarization

Reference 37

Resolution
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no resolver link, observed 2026-08-05T15:17:12.349620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.349620Z digest=sha256:0beadafee280fc6072ae7ebd6a02f825f5e5f22b7b2bc5205538772dca494042

Observation 64fe6f94-31b2-447e-ab26-eee30230be85 · outbound

This paper cites Improving Faithfulness of Large Language Models in Summarization via Sliding Generation and Self-Consistency.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization Improving Faithfulness of Large Language Models in Summarization via Sliding Generation and Self-Consistency

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:17:12.826568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T15:17:12.352281Z digest=sha256:db7807355ae13e77bc7f09c9d2d205092730723c99b31c7aa0dafd6cafa04fd4

Observation d3ea6f23-d512-45fc-94de-fa63f1638b15 · outbound

This paper cites F aith B ench: A Diverse Hallucination Benchmark for Summarization by M odern LLM s.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization F aith B ench: A Diverse Hallucination Benchmark for Summarization by M odern LLM s

Reference 39

Resolution
verified exact
doi, observed 2026-08-05T15:17:12.817996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T15:17:12.355296Z digest=sha256:e601371fb5fb5e3b730b531095c45e61637361f01c0d9a1f537007c3fefd1d05

Observation 0b35909d-352d-4749-aac6-36a581fee045 · outbound

This paper cites On Positional Bias of Faithfulness for Long-form Summarization.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization On Positional Bias of Faithfulness for Long-form Summarization

Reference 40

Resolution
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no resolver link, observed 2026-08-05T15:17:12.358000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.358000Z digest=sha256:1be5b2364d81472edb50844f7ffb65c057dcd6983ddbd8fc02e40a6c5492099e

Observation 0ca18627-9ea1-4d4d-90d1-74a4cd2908bf · outbound

This paper cites Dynamic Attention-Guided Context Decoding for Mitigating Context Faithfulness Hallucinations in Large Language Models.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization Dynamic Attention-Guided Context Decoding for Mitigating Context Faithfulness Hallucinations in Large Language Models

Reference 41

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unresolved
no resolver link, observed 2026-08-05T15:17:12.361410Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-05T15:17:12.361410Z digest=sha256:43f245e3629242e186631a412f7026cf38d92cd44714244f01084cfce9bee17b

Observation 0a052b8c-54d4-4057-a11e-2ea26884df18 · outbound

This paper cites Mitigating Hallucination in Abstractive Summarization with Domain-Conditional Mutual Information.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization Mitigating Hallucination in Abstractive Summarization with Domain-Conditional Mutual Information

Reference 42

Resolution
verified exact
doi, observed 2026-08-05T15:17:12.503643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T15:17:12.364292Z digest=sha256:b1e9cded8776bfd09e66b72ba128005f45b2d22901755cd0d7f7aa2a90999130

Observation 10ef083f-b865-4fc7-87be-89beea22e537 · outbound

This paper cites Hallucination Diversity-Aware Active Learning for Text Summarization.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization Hallucination Diversity-Aware Active Learning for Text Summarization

Reference 43

Resolution
verified exact
doi, observed 2026-08-05T15:17:12.494415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T15:17:12.368230Z digest=sha256:8fea402a2ab4cbf55e12bdf10097c771455d06ea05bf6e323d5779e9706355a0

Observation 38f8f831-2759-4315-8172-efafdf73a365 · outbound

This paper cites MAMM -Refine: A Recipe for Improving Faithfulness in Generation with Multi-Agent Collaboration.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization MAMM -Refine: A Recipe for Improving Faithfulness in Generation with Multi-Agent Collaboration

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.370946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.370946Z digest=sha256:c0d68036bae367b8fd9929460c743437017b0c947879d27ce4a054d4572fb2a4

Observation 9a60eb26-dd5f-4f75-b7a4-fa2b7f3291bb · outbound

This paper cites 1998 , isbn =.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization 1998 , isbn =

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.374526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.374526Z digest=sha256:39c563b8e4d5be736cc575ce09655ec07db752afd3ea2c7124bc314f63dd9cfe

Observation f274b393-51cb-4c13-9584-de0223f02b8c · outbound

This paper cites A Scalable Global Model for Summarization.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization A Scalable Global Model for Summarization

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:17:12.808951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T15:17:12.377352Z digest=sha256:e93e74c0773378aa38ce4e0a0dc1c3c9b8e6283b0a63c1f34d942d9c1c88d24d

Observation 49a91c78-9e23-41fb-80e0-92e3a6d09242 · outbound

This paper cites A Class of Submodular Functions for Document Summarization.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization A Class of Submodular Functions for Document Summarization

Reference 47

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unresolved
no resolver link, observed 2026-08-05T15:17:12.380155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.380155Z digest=sha256:a30615642ee71e84961f4ca5039575f4dfbd15776d78a17baec8b5266987be86

Observation 1552e94d-7d6b-496b-848a-f23e9833b8b8 · outbound

This paper cites Foundations and Trends in Machine Learning , volume =.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization Foundations and Trends in Machine Learning , volume =

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.382879Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-05T15:17:12.382879Z digest=sha256:14eb6651829016a8ae36bbcee616ffd386ee24356d6060bc1946088239e6a53d

Observation 0137e1a4-f35f-4930-8323-bbd3a04996bd · outbound

This paper cites Lightweight reranking for language model generations.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization Lightweight reranking for language model generations

Reference 49

Resolution
verified exact
doi, observed 2026-08-05T15:17:12.474905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T15:17:12.385636Z digest=sha256:1711de3a8ca8a80aebd23df29db92b38fd645ab9c24f47c6bf721811c8d8be68

Observation e2ec1368-c559-42ce-8ff8-ee80f7aca9ca · outbound

This paper cites Reranking-based Generation for Unbiased Perspective Summarization.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization Reranking-based Generation for Unbiased Perspective Summarization

Reference 50

Resolution
verified exact
doi, observed 2026-08-05T15:17:12.465193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T15:17:12.388590Z digest=sha256:4a3c3bc2d80f2617d7ab68d6ebb1f268d316e08a156c09965ab2d0a82d69b8c4

Observation 96a726b5-6c57-467e-94c2-651c301d4193 · outbound

This paper cites Submodular-based In-context Example Selection for LLM s-based Machine Translation.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization Submodular-based In-context Example Selection for LLM s-based Machine Translation

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:17:12.795977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T15:17:12.391693Z digest=sha256:8b58f4a5c85c4756be34e27c5d6a427585fd55b7e993176fcfcd4c5d05d22b8f

Observation a41c5faa-0f16-430b-bdbc-ed47bbc36d79 · outbound

This paper cites An End-to-End Submodular Framework for Data-Efficient In-Context Learning.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization An End-to-End Submodular Framework for Data-Efficient In-Context Learning

Reference 52

Resolution
verified exact
doi, observed 2026-08-05T15:17:12.455822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T15:17:12.394345Z digest=sha256:5a53c30cbbeaf0db950afba842161297666639895d7011cc18f7e1f970d65e2c

Observation 2468d7be-7820-4fd9-b3f3-44387fc86a7a · outbound

This paper cites SMART : Submodular Data Mixture Strategy for Instruction Tuning.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization SMART : Submodular Data Mixture Strategy for Instruction Tuning

Reference 53

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unresolved
no resolver link, observed 2026-08-05T15:17:12.398050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.398050Z digest=sha256:e36389e3088a5b40bedbb477d2b90558b149d2595ab670054b950b730d3d0e41

Observation 41a53e36-9d15-4d58-99f0-12138558c53e · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization BERTScore: Evaluating Text Generation with BERT

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.400877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.400877Z digest=sha256:b49a76d0484ed06bbdd72894e7bc5179582786dd4b49232c26e4a5d5a7a2c164

Observation f9e076fa-0447-4bd9-ba24-86b26a085510 · outbound

This paper cites Journal of social computing , volume=.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization Journal of social computing , volume=

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:17:12.787454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T15:17:12.404063Z digest=sha256:73f37e17d5fc723b71b005c74dcb0aded5f1f5815ef5988410b9624bfde0a4cd

Observation 7eefd3b6-8baf-446a-bacf-77eea208ce4e · outbound

This paper cites 2020 , editor =.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization 2020 , editor =

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.406680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.406680Z digest=sha256:0021b18ff5739167ed82a1fcea901263ecc6bf05979797e233d3f23da1030fa9

Observation ec7dae35-2e3e-488c-b4cc-699f32c5f5e5 · outbound

This paper cites FABLES: Evaluating faithfulness and content selection in book-length summarization.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization FABLES: Evaluating faithfulness and content selection in book-length summarization

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.409509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.409509Z digest=sha256:c518191713b77a599ca916e6d8f9efa75820101a4a4f97fad528fc693af8a5c5

Observation a8f6b331-f44e-45a9-aedf-7b2ddacc02a1 · outbound

This paper cites T ofu E val: Evaluating Hallucinations of LLM s on Topic-Focused Dialogue Summarization.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization T ofu E val: Evaluating Hallucinations of LLM s on Topic-Focused Dialogue Summarization

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.413049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.413049Z digest=sha256:626074edafd5fc0d61da9baf6ea1fb96a17ea81c0b1ce0c2d36ebd5612d50b85

Observation 3dc41cfd-14a7-41d1-9920-ce46e84242fd · outbound

This paper cites F aith L ens: Detecting and Explaining Faithfulness Hallucination.

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization F aith L ens: Detecting and Explaining Faithfulness Hallucination

Reference 59

Resolution
verified exact
doi, observed 2026-08-05T15:17:12.440843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T15:17:12.415810Z digest=sha256:1dde1b3892cfd5c8daef5e95371d5a09e97912f4b82f57079e1138c5d4fdd65f

Pith citing papers

No inbound Pith citation observations are available.