Pith. sign in

Paper Citation Record · LEDGER

Decoupling Generation and Selection for Budget-Constrained Faithful Summarization

As of 8 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

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

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=2026-08-05T15:17:12.241561Z digest=sha256:58eefd51710b818fd817346751bd784e4b929014a5e012d9fa76ef44b64bef12

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

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.245098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.245098Z digest=sha256:b42b7d0ea84c80cf6eca54cc24ebbbf142ccdbb556786e3e80de89d9fed89c54

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

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.248531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.248531Z digest=sha256:f099cf7ea6d3f75e0f90f4526a9f15d4a0882c423dee9705dd41bd525c2a3ccd

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

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.251504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.251504Z digest=sha256:759837367d49fb916085c3182ee2c9aa08dfc9cd1310344a20e28ef9855a4cb6

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

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.255697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.255697Z digest=sha256:c6b41e78c7e4fad22e0ca1442d444525fd5c72591854925df1e8efdd054edefb

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

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.258788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.258788Z digest=sha256:caca2ef0509993005d87b78f67f51f70d8b5d8d7a26c9c5d9baab6bf3327a7ac

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

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.262070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.262070Z digest=sha256:64d33576f8c5f5a76d2b3f3f54a75f38830d39bcf09026a93b4aabcf9ef2669c

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

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.264880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.264880Z digest=sha256:684394f8dda72e46f70c120a00e1560e789f32fd764318c3a97436885bc43465

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:17:12.857747Z

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=sha256:8d26c1d444ea03460a49c463a599c4c27b6aa4c20675dce13a69bf57878ce99a

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

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.270614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.270614Z digest=sha256:a3abec34fd739854635dd97eb09b5f9fcb493a435998d452b1cb46738b5561d9

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

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.273410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.273410Z digest=sha256:18cd04b5e2e1d3aee4954570455660cdd595c9fb8401afb2415b7e0d06da2c1a

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

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.276243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.276243Z digest=sha256:f7c3cb3807bb4d7fa289a883ca91f82840504d91e9de3ef8d6389953df7ea5c0

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

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.280006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.280006Z digest=sha256:7c2e9f420b2df94c80533c5478199257f46214265b13fd3beecc4c56b7c2b3bb

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

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.282682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.282682Z digest=sha256:055641cbf589b003de7d1ebf85caba7768a196ab40b8677f970fd56fd607deed

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

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.285571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.285571Z digest=sha256:8129fe072eef5eb30a2425c93a3a2c1fa9225bfec60e9ee57ca4ebfc0c3429d7

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

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.289211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.289211Z digest=sha256:a4958a700249d61619fe25df18e3dd075d500b1d24c83c6dde45cecfee344f46

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

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.291994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.291994Z digest=sha256:66ca638166c831ac3b03f71ee2dd162974a6e46c56e265d288098feca4b80939

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

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.294860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.294860Z digest=sha256:b0230b1696c3654cebd91310f7ed55bd67938418292488ef04bf391b441471d2

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

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.297618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.297618Z digest=sha256:12a891afd14f3fb0ec1de00d7006e508de9c023c6b5f0eb532ab02119e80a498

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

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.300382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.300382Z digest=sha256:cd50414fd57035cde9fa968f72bdd496a7fd6b217bcef904e8f7838bc49a8148

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

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.303108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.303108Z digest=sha256:2b84cbc7893bcba1eaf627158593144ba4b9b244216fbf2848800d832cdb27a5

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

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.305990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.305990Z digest=sha256:6e014f2cf691f97b90151274f5e73ee140fb578bf7231879e1c2f9848fb6d6c4

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:17:12.835770Z

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=2026-08-05T15:17:12.308711Z digest=sha256:e430871eb0cfee95f89ba951fc3f44c6fb5cd623eee6badfd0d807db64b7bf6f

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

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.311596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.311596Z digest=sha256:92bee5ce1f5ecd72d39f429613935b25c10a521557f6279bcecf10d5904e05f3

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

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.314485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.314485Z digest=sha256:cf96f3c23617548471fd68a8fad0a550bfe22a705a6541047e3bcdb592f2ed98

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

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

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=2026-08-05T15:17:12.317425Z digest=sha256:d33878ebc171dd1bfc9090972794261669c7972d606ff9d79e9db7c2e2d3cf76

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

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

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=2026-08-05T15:17:12.320191Z digest=sha256:57b9d24483c704eab9b3560a8429a885ee3193577f76ceeac8bd6e4b24629048

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

Resolution
malformed identifier
no resolver link, observed 2026-08-05T15:17:12.323109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.323109Z digest=sha256:8e629cd420e237ed2812d2828a29bd678bb898aa8a2d9885c0f4cc8a8db1a970

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

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.326348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.326348Z digest=sha256:9a2122411641ca116b2242f98e2e5106e61e8097465be92747e07a32ab554360

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

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

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=2026-08-05T15:17:12.329176Z digest=sha256:cba6c3db37fe6f8af00c5060c334be9c4534fb7ce1c055e7cffad668cb78ee93

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

Resolution
verified exact
doi, observed 2026-08-05T15:17:12.554247Z

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=2026-08-05T15:17:12.331967Z digest=sha256:85d85e7c8b2af9e3ca9b50ba27a0b2daab85e544273631b1cfe3b172eebaa4ee

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

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

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=2026-08-05T15:17:12.334643Z digest=sha256:99ff5a09c9cbc70a460d366a5cc8ea62b12969fdee841c912263e1cc060f883c

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

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.337418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.337418Z digest=sha256:086d300a3d19009f066b1a68f5119fef481289c261ae3dabcd4f37244f9fe8c6

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

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.340349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.340349Z digest=sha256:fa2ed04ca20ace78997386db47e5fa225f016391b58400322457409adb7eb961

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

Resolution
unresolved
no resolver link, observed 2026-08-05T15:17:12.344101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.344101Z digest=sha256:2f31d94a557e9a88c81dc2f5d236b47f3a2404e2f8380a796b3e8731c401f726

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

Resolution
unresolved
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=sha256:72aef89215e9835bc23d44bbc1fcabf370804ce28f3870fb9309cd0233bbbf58

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
unresolved
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:de2ec61084b4e0288bc728ac78e9698c454bbaa7e0090107b3a0897007721355

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:e77a31afd66126a17a45742752784e7e6df0ab32eab4fae85a6fcc0bc0801328

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:af2c46ad17aeaf61fb742039904e453bcdf2bcdb020934337f9832500a305f3a

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
unresolved
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=sha256:85bd714df55438d8f28bd0d8e63f2fe33312ac880a21c03c0d779095d4ed9742

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.361410Z digest=sha256:8d41ef26c880703bfcd0805a79f3da33b0c06cc390dfbfc5395c1f7b7725c79b

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=sha256:89efe82575e24c81b609e28169629991e46474df8a1fd905ac7db42a87218ff2

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=sha256:892e61c2a414ae4dcbc2e76ad1a6f062b9d327cdaad224145619764f4ac8181b

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:c41f3ee2b00a5e2b29b2fa20baebf3a7069468a6f36da2913859846e618a78a3

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=sha256:43292b9588ecbd0fc10e5bd18c1dd2274d559264ed62587513b4bbb92b9e53bb

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:dec2a1e419a64bd97940ec636bd640e094c7bfd65ec53d210e317f7df0a8b597

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

Resolution
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:f2afacef3e6618399073e8cf354e68f4bb26d4c7fd8efe2cfd984c0ab04da396

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

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T15:17:12.382879Z digest=sha256:c2b62093c6dc10d74f401bebc87e6eabff05a6377fd4697f636f67f564fdf55c

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=sha256:36160626f202c7b28053538c09c10385046589870ed5379da3f542a4f9610b05

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=sha256:6090aed7c583e0e1a665985b5682467f79658cfed31913d15f361cf28cfe4758

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=sha256:961001e4e5d6525dc3cc0cb38a8ffea5410a8117dacfd99afa5114ff264e11d5

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:b05c2d04e5d2bb02832846dec181fdb5ef7c42a44e1a9f590a9a28af80680b08

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

Resolution
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:b010781132e01267faaacde2d962bddd27181031f88107289aac7424a813cf16

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=sha256:79adc18de385651bf1c83343132a48c2c94869037a8cab48910c707984e14613

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=sha256:58952cd4d3b11b0d58609faf79a1bde46f9b4d326f588fef6e4c36d64d75f18a

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=sha256:79268a82fb5851d8c6a2e104535ed90a2fcabc1cf865b6d541f87484ab42fc34

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:e0c0b616601fe9df37574e57bfc14eaea20db870303ac495d8b3dd993ca075b8

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=sha256:167e0cf5a3d9040b93b96d137fde65351a78b997131193d37803572df4876363

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=sha256:74da105163761291f8abdf9f7e40266b3eb2c8b050beedc186e4bfdb1c0e6e1c

Pith citing papers

No inbound Pith citation observations are available.