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Paper Citation Record · LEDGER

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics

As of 13 August 2026, this Paper Citation Record lists 100 of 120 outbound references and 0 inbound Pith citation observations for arXiv:2412.17165.

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

pith.paper-citation-record.v1
2412.17165 v1

Coverage vector

measured 100 of 120 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:46:59.066791Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

100 of 120 outbound references displayed

  • verified exact1
  • verified fuzzy42
  • unresolved57
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 353231dd-18ea-4722-a2c9-59d894fc315a · outbound

This paper cites Text summarization sota experiment.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Text summarization sota experiment

Reference 1

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Observation 5a1da1fb-5e8d-4924-a828-1dc01d793f75 · outbound

This paper cites World report: Citable documents, 2022.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics World report: Citable documents, 2022

Reference 2

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Observation bd32f8e7-5efe-498c-9d2e-32c45ba1d366 · outbound

This paper cites Report of all scientific articles on covid published from 2015 to 2024.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Report of all scientific articles on covid published from 2015 to 2024

Reference 3

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source=pdf_text observed=2026-08-11T05:46:58.692860Z digest=sha256:72148838a5530f24379ba72e3e0fce36ce96e5ee56e65ab612665dd502e1f6c0

Observation 22a9bd21-1b1c-428d-96c0-30afb1130e3a · outbound

This paper cites an unresolved cited work.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Unresolved cited work

Reference 4

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source=pdf_text observed=2026-08-11T05:46:58.697196Z digest=sha256:d32338245613c8ef275d8558900fe00509ddcb47df9d8213269a54313d16309e

Observation 4742749e-deb2-44b5-b3d0-d619ff364423 · outbound

This paper cites an unresolved cited work.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Unresolved cited work

Reference 5

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source=pdf_text observed=2026-08-11T05:46:58.701251Z digest=sha256:b66e0521721ffebe7d35e55bc9c3d37f0b39128da75286144e026972c1090748

Observation 2e8f6691-8639-4baf-8b22-4e26404e3d8a · outbound

This paper cites Bart: Denoising sequence-to-sequence pre-training for natural language generation, translation, and comprehension.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Bart: Denoising sequence-to-sequence pre-training for natural language generation, translation, and comprehension

Reference 6

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source=pdf_text observed=2026-08-11T05:46:58.706018Z digest=sha256:3e8e4eab78d253233e5a3766d23f1df0a982eb70addf063a453a66b328d0f178

Observation e0c746e8-c07d-4777-832b-8e7c3fe49345 · outbound

This paper cites an unresolved cited work.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Unresolved cited work

Reference 7

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source=pdf_text observed=2026-08-11T05:46:58.710277Z digest=sha256:865b26543f923279dd4848202e386933e96f9b2de40096f9b3d4698b46a103a4

Observation 26e2a130-9d0b-493a-8fd3-69e4e7b83f93 · outbound

This paper cites Peters, and Arman Cohan.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Peters, and Arman Cohan

Reference 8

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source=pdf_text observed=2026-08-11T05:46:58.714039Z digest=sha256:f28a60c6e4504de3d69177c7d13d48f4443008375d620b1efae44a7d06e96daa

Observation f19ba97d-c80c-4b78-80d8-c0c6a83dd579 · outbound

This paper cites Big bird: Transformers for longer sequences.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Big bird: Transformers for longer sequences

Reference 9

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source=pdf_text observed=2026-08-11T05:46:58.717448Z digest=sha256:88c79d8f6855e26ca9346e35c6da22330637d1fe00ef4dc9c725a07bb24dace7

Observation 25c02cc3-2cf0-4078-a110-7175eec2cb21 · outbound

This paper cites Longt5: Efficient text-to-text transformer for long sequences.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Longt5: Efficient text-to-text transformer for long sequences

Reference 10

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source=pdf_text observed=2026-08-11T05:46:58.720986Z digest=sha256:0c22fd0a21ab8e6870f7eb667ccc9f32bbb122902e4686122c1a8238046c62bc

Observation 150ac847-3624-4354-adcf-d7e43041103f · outbound

This paper cites Gomez, Łukasz Kaiser, and Illia Polosukhin.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Gomez, Łukasz Kaiser, and Illia Polosukhin

Reference 11

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source=pdf_text observed=2026-08-11T05:46:58.725599Z digest=sha256:096918da5ff7ec053df23327f9d289ffdb742e870b8b3c56490eb28096b17ebd

Observation 896e0915-5384-4fdd-a0e3-259ff1cd3565 · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Bert: Pre-training of deep bidirectional transformers for language understanding

Reference 12

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Observation df267f3f-03c4-4faa-942b-a9eb5090057d · outbound

This paper cites Primera: Pyramid-based masked sentence pre-training for multi-document summarization.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Primera: Pyramid-based masked sentence pre-training for multi-document summarization

Reference 13

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source=pdf_text observed=2026-08-11T05:46:58.733379Z digest=sha256:754bd675fc85d44adad77a125502d3f1716467561f0fa9209034465d9541c35e

Observation cf33f31b-16aa-48dd-84d5-219badd09329 · outbound

This paper cites Antognini and B.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Antognini and B

Reference 14

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source=pdf_text observed=2026-08-11T05:46:58.737083Z digest=sha256:7a73eb4656d8999e4e2804d3968a03e828258d98a33a9af23afdd680d7b304f9

Observation 21bf5a07-dd94-4677-8f44-3ac6a935849f · outbound

This paper cites an unresolved cited work.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Unresolved cited work

Reference 15

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source=pdf_text observed=2026-08-11T05:46:58.740991Z digest=sha256:7920b3e663ea0dad7e65bb7b46b7cf29e5339391a185bf818cd549298968d26a

Observation 825e47cd-398f-41dc-a4c8-8098d15bce00 · outbound

This paper cites Yasunaga, R.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Yasunaga, R

Reference 16

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source=pdf_text observed=2026-08-11T05:46:58.744799Z digest=sha256:0e73f4649c5ec1f8f0a9106392b4465c8c392be1c7a592bc9b8aba8b0707ab16

Observation 488db030-195c-4083-b508-b7af7ed980ee · outbound

This paper cites Song, Y .-S.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Song, Y .-S

Reference 17

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Observation ae528bdd-9041-4223-abf4-9a7d961747b3 · outbound

This paper cites Efficiently summarizing text and graph encodings of multi-document clusters.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Efficiently summarizing text and graph encodings of multi-document clusters

Reference 18

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source=pdf_text observed=2026-08-11T05:46:58.752076Z digest=sha256:75a43cb17bcf62b14acab9653f40c27e99df0f7340ef89009cbcd6dd381769b7

Observation f5239014-4a20-4f3b-9b7e-8c4c921a8f17 · outbound

This paper cites Learning to extract coherent summary via deep reinforcement learning.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Learning to extract coherent summary via deep reinforcement learning

Reference 19

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Observation 625b1f4e-4d3a-4c29-bdd2-849879a61516 · outbound

This paper cites Banditsum: Extractive summarization as a contextual bandit.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Banditsum: Extractive summarization as a contextual bandit

Reference 20

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Observation 6bb241cd-0f54-4a45-aa59-6f4e9cf9f0fd · outbound

This paper cites Neural document summa- rization by jointly learning to score and select sentences.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Neural document summa- rization by jointly learning to score and select sentences

Reference 21

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source=pdf_text observed=2026-08-11T05:46:58.762932Z digest=sha256:05820cbadc91987792aefb886f93180241ea3239e0640db46a47bad447015e52

Observation fff0fa95-ec67-4b4d-b923-5191c7741a51 · outbound

This paper cites Neural latent extractive document summarization.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Neural latent extractive document summarization

Reference 22

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Observation 86627f57-8de4-42c8-85bb-e8f812ae17ba · outbound

This paper cites Cohen, and Mirella Lapata.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Cohen, and Mirella Lapata

Reference 23

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source=pdf_text observed=2026-08-11T05:46:58.773807Z digest=sha256:32baa058773d4cef9648ede379f04241a1bcfa25a967e2ccf2d0174bcc6f7bd5

Observation 91bb26c8-5f0a-4be8-aaa0-aefaaf7fd90a · outbound

This paper cites Williams.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Williams

Reference 24

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source=pdf_text observed=2026-08-11T05:46:58.777349Z digest=sha256:e578c616666be2ed1b1496daff1c793b39481d28a7fdb3a67e9754ffc197ab39

Observation fa489f2c-27f5-4384-8577-334198b0f70f · outbound

This paper cites Neural extractive text summarization with syntactic compression.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Neural extractive text summarization with syntactic compression

Reference 25

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source=pdf_text observed=2026-08-11T05:46:58.780822Z digest=sha256:e73a7788767db0f726540feb7672aa08b248ae8dbb96a7d95185135da8d5d09c

Observation a307b5bf-2c63-4be1-88fb-877281063fcb · outbound

This paper cites Strass: A light and effective method for extractive summarization based on sentence embeddings.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Strass: A light and effective method for extractive summarization based on sentence embeddings

Reference 26

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source=pdf_text observed=2026-08-11T05:46:58.784495Z digest=sha256:a544783c0420a07151ab37ed4db325c91de3db9ff7cff974234b3a5cfc6498a0

Observation 9f4f8761-da18-4bb5-94be-11e8d5d3b66b · outbound

This paper cites A novel extractive multi-document text summarization system using quantum-inspired genetic algorithm: Mtsqiga.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics A novel extractive multi-document text summarization system using quantum-inspired genetic algorithm: Mtsqiga

Reference 27

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Observation 68c58e78-13d9-4bff-9bae-4919a5b73869 · outbound

This paper cites Alguliev, R.M.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Alguliev, R.M

Reference 28

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source=pdf_text observed=2026-08-11T05:46:58.791897Z digest=sha256:0d359f876d0b7e309a9c4514bd2cc8a5128d89113f778aed0e34491d08d367b8

Observation d33e32c5-c0f1-49aa-b50d-556512afef9e · outbound

This paper cites Alguliyev, R.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Alguliyev, R

Reference 29

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source=pdf_text observed=2026-08-11T05:46:58.795586Z digest=sha256:feaa12fa62abf75c3bd8eef102e456b8128d2d333d6792641f2636be2686511c

Observation 76b21e75-5eac-4db9-9f1d-70c44ec7716a · outbound

This paper cites Alguliyev, R.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Alguliyev, R

Reference 30

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Observation 98bd759a-adee-4cb5-8b42-ae6152adfce4 · outbound

This paper cites an unresolved cited work.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Unresolved cited work

Reference 31

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source=pdf_text observed=2026-08-11T05:46:58.803068Z digest=sha256:964149082c4472f4b6c22d45e2eaa723b1295fa4c4b3abed48f2c270a62131ab

Observation 64be9a48-9fdf-45f1-ac5c-920fa49ff951 · outbound

This paper cites Alguliyev, R.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Alguliyev, R

Reference 32

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source=pdf_text observed=2026-08-11T05:46:58.806946Z digest=sha256:8bb75d81d10bce01f238f4a2b5ecc4ed8a82158bc291631b4315459117877525

Observation fd499467-b5e0-4fe0-a29a-7720561f68e6 · outbound

This paper cites Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, and Luke Zettlemoyer.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, and Luke Zettlemoyer

Reference 33

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source=pdf_text observed=2026-08-11T05:46:58.810711Z digest=sha256:bdfeb7952afc4c5d5944fa351a1e624d1d30c0197c9a0fd4cc7e5898e9c28e2d

Observation d6eb8714-3b2e-48a6-807e-24377d58ead6 · outbound

This paper cites Abstractive text summarization using sequence-to-sequence rnns and beyond.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Abstractive text summarization using sequence-to-sequence rnns and beyond

Reference 34

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source=pdf_text observed=2026-08-11T05:46:58.814330Z digest=sha256:59f72dacd58ac65b518e7e12a279f325bc367d81ff4b9d1b6f79ae35c5036159

Observation cc09e84c-8982-4488-be40-07a74e2f5325 · outbound

This paper cites Newsroom: A dataset of 1.3 million summaries with diverse extractive strategies.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Newsroom: A dataset of 1.3 million summaries with diverse extractive strategies

Reference 35

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:46:58.818734Z digest=sha256:e55cfa1ab06172d8497200154d3c8b20d1998d45a9834f124b8e65287a58bbbc

Observation aeefb43b-950f-48aa-83bd-f98d2478b6cb · outbound

This paper cites Narayan, S.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Narayan, S

Reference 36

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source=pdf_text observed=2026-08-11T05:46:58.822615Z digest=sha256:8839c8742bda3c1dfc72c3247447350e25bdd3c9ddc10e3c91193d7b3ef6ab89

Observation e4c2ea52-6884-476c-9ac0-ab0056262555 · outbound

This paper cites An entity-driven framework for abstractive summarization.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics An entity-driven framework for abstractive summarization

Reference 37

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source=pdf_text observed=2026-08-11T05:46:58.826454Z digest=sha256:588abea881d7923bf0cb01022a2fa399a5445f51983e4bd3e0ba8841fb834ea3

Observation d544e580-3dd8-46e6-88ce-4dd60d6410c4 · outbound

This paper cites Hierarchical transformers for multi-document summarization.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Hierarchical transformers for multi-document summarization

Reference 38

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source=pdf_text observed=2026-08-11T05:46:58.829947Z digest=sha256:169193fcd04d686c828d21d5d956f34cbfbe8e165d348fd999e94516e31ce287

Observation e42b3dc7-c547-4836-837c-932972dd9bf3 · outbound

This paper cites Text summarization with pretrained encoders.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Text summarization with pretrained encoders

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-11T05:46:58.833695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:46:58.833695Z digest=sha256:02a8242184ba5978ddc609c4fa73207d1dbb9ad1e4f1132af954efcb8397d1ed

Observation 16b3f720-a8e5-46e3-94ef-16830c5638ed · outbound

This paper cites Liu, and Christopher D.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Liu, and Christopher D

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:47:00.130058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.837270Z digest=sha256:230c9e2b871c2b9160ffb1b720c733c957880ee80134d954cfd66e2d21c17e08

Observation 453d4c9b-005b-434d-848c-09b1141ed9e5 · outbound

This paper cites Cohan, F.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Cohan, F

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:47:00.118129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.840781Z digest=sha256:67749d27dc11ffe05d377791c66214e5cb7dc3f72eefdec39602d934c8c52b71

Observation c250905f-9a5c-430f-9151-b50d720a775e · outbound

This paper cites Soft layer-specific multi-task summarization with entailment and question generation.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Soft layer-specific multi-task summarization with entailment and question generation

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:47:00.105549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.844290Z digest=sha256:e951e7b74b626979525e611f2be4f6c86577c7c861ed832c15d9dd90878a8b58

Observation 40fb2390-20a9-418d-876d-57c7d67dad90 · outbound

This paper cites Improving abstraction in text summarization.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Improving abstraction in text summarization

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:47:00.093653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.848035Z digest=sha256:50beaa4aed8be29bd1c14afc66ba2864a25b1aa1eac80a357c7ef0da0b016e6d

Observation fed40d47-fbd9-40e3-b07d-1c9c9add38cf · outbound

This paper cites Raffel, N.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Raffel, N

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:47:00.080291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.851407Z digest=sha256:eadba547f9ea932cf9d09d3e1d5a20b32950a976f8ff1cbd3c8c984e5619a730

Observation 5ec93ba8-311e-44bc-a484-d392cdac4c4f · outbound

This paper cites Distillation knowledge applied on pegasus for summarization, 2019–2020.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Distillation knowledge applied on pegasus for summarization, 2019–2020

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:47:00.066680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.854886Z digest=sha256:ba1e291b148e10d61a1fff866abd0524febb206ec88e671d73e79c4d1d7de9ab

Observation 315d0e98-09b8-4bd1-b49c-57e95b47eb6a · outbound

This paper cites Faithful to the original: Fact aware neural abstractive summarization.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Faithful to the original: Fact aware neural abstractive summarization

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:47:00.052738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.858325Z digest=sha256:93b8e63c0d30ff7647b3a62f3e347ae3bc392c88ad079e85107db71955510fdf

Observation 64c412e2-92af-408e-adb3-07c9c896dc1b · outbound

This paper cites Liu, and Mohammad Saleh.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Liu, and Mohammad Saleh

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:47:00.034772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.861676Z digest=sha256:5c64b0523f211de36b423a5dff2fdbe4ad9ca32071558c4da5ca73579a38868d

Observation 794e48dd-26b9-46dd-852f-54ad1f373e46 · outbound

This paper cites an unresolved cited work.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:47:00.016138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.864862Z digest=sha256:e78e9114715f9fe6498202ef891ee63e4a59f639ba8e3a0da861b5196fb727e0

Observation a7cd131b-9b07-4a85-8cc5-1b50ee5f21b3 · outbound

This paper cites Neural text summarization: A critical evaluation.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Neural text summarization: A critical evaluation

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.998779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.868377Z digest=sha256:d8abe1ad7306ac15be743416c094d74a7883726f2309a43248e4d56c14038a1d

Observation f954d62f-2f72-4465-87dc-6a867c818ce6 · outbound

This paper cites Long short-term memory.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Long short-term memory

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-11T05:46:58.871763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:46:58.871763Z digest=sha256:47b9f044f0937e12b8c440a5e30f92228158e2f2399ff21b1157ba73ba965a9f

Observation 12b07d45-9069-465b-a2e7-9d1e46fdad8f · outbound

This paper cites Review summarization with pointer gen and bert, 2020.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Review summarization with pointer gen and bert, 2020

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.978753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.875556Z digest=sha256:14332519ba07e4ef95fe030e60d0925cfdda6bbb46c262cd33fd87e04f479f41

Observation a8f46f5e-ceba-4781-ba92-007f4ac36cb0 · outbound

This paper cites A Deep Reinforced Model for Abstractive Summarization.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics A Deep Reinforced Model for Abstractive Summarization

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-11T05:46:58.879109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:46:58.879109Z digest=sha256:9052514741b941c451c36e814384d0a42b7ce231f367fa04597127e9d4b8c256

Observation 34e09012-850f-4417-abc8-f11ce0e9e264 · outbound

This paper cites Multi-reward reinforced summarization with saliency and entailment.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Multi-reward reinforced summarization with saliency and entailment

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.966906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.883213Z digest=sha256:32455136a6713725bf77482747ff5aae61db88d02092b81d6f2e197f650dc758

Observation badc18f7-fb6f-4580-a0a7-22a66d5ec0cb · outbound

This paper cites Closed-book training to improve summarization encoder memory.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Closed-book training to improve summarization encoder memory

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.955000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.886794Z digest=sha256:3b8427d5f478333e8bec66bbc8daab56fad062ea4a45b38050ce22bf523221c4

Observation 79b06991-64bd-4b2c-8ba5-951aab5e35c4 · outbound

This paper cites Ziegler, Nisan Stiennon, Jeffrey Wu, Tom B.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Ziegler, Nisan Stiennon, Jeffrey Wu, Tom B

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.943316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.890457Z digest=sha256:f98e7fb2cfe066ceef8c422351519453ccb66504c5f58c5844fb2bd595d4665b

Observation f946c8cd-3fb3-4cfe-a2e2-080deb282c38 · outbound

This paper cites Unified language model pre-training for natural language understanding and generation.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Unified language model pre-training for natural language understanding and generation

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.930802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.893911Z digest=sha256:885775681f0b42da8e1da2fcaca0eb22d318d109c65622a78d17656cd9ddb1c1

Observation c1521ceb-1803-4344-9bce-007a53ca07f7 · outbound

This paper cites Deep communicating agents for abstractive summarization.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Deep communicating agents for abstractive summarization

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.918901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.897457Z digest=sha256:b3f175dd2e25cc2e1735b3afaae3a2f4dec15f4cb67ede2fbb4ba860cf059545

Observation beabc8a4-6d47-49fb-8e82-d6c16a4d5c8a · outbound

This paper cites an unresolved cited work.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:46:59.906250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.901030Z digest=sha256:8acae30f40b7abbb7775abb7d73515014e72eb090b25d3bc3231c68c4ac98eba

Observation a9af3755-6123-488d-8ce5-b2084edb7727 · outbound

This paper cites Fast abstractive summarization with reinforce-selected sentence rewriting.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Fast abstractive summarization with reinforce-selected sentence rewriting

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.895146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.904995Z digest=sha256:6c941c069974823912712491932774c6896ceed35067d8fc6133bc8a4eb32313

Observation 6c9cfd59-bf29-4ed3-97db-cb680dfa3ae6 · outbound

This paper cites an unresolved cited work.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:46:59.884210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.908719Z digest=sha256:2c9b3a7b61289efedf223c8f018fab25e7498319094395ffd99304651bf071ca

Observation 9bad44f4-faaf-4c85-90dc-e6273e13b67c · outbound

This paper cites A unified model for extractive and abstractive summarization using inconsistency loss.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics A unified model for extractive and abstractive summarization using inconsistency loss

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.872702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.912460Z digest=sha256:b9606dc0805728691648543503e3dc1871eb8d1396d948e77d132c277663e88e

Observation 20cfca97-fd87-467a-804f-3bf04c4fb08b · outbound

This paper cites Improving multi-document summarization through referenced flexible extraction with credit-awareness.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Improving multi-document summarization through referenced flexible extraction with credit-awareness

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.859897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.916279Z digest=sha256:f35b63359fa7de814cd4cfe92a9dfc98ebcb7f698ae363d93ef703f5a0772ed7

Observation 51823c6a-dec6-48ad-84c0-9a92b5fa28a9 · outbound

This paper cites an unresolved cited work.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:46:59.848024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.922230Z digest=sha256:e2ae21cbc0a282d2d49e5f5ef68ac1e43b4ed51cabee5e436c8402d41705af8b

Observation 0e330c01-e826-47f7-b68f-ff78e5e16235 · outbound

This paper cites Efficient estimation of word representations in vector space.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Efficient estimation of word representations in vector space

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.836135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.926554Z digest=sha256:0c88fc4eccfc0799a328179dc708c73e561e7672f56907c8586aef83b83acc00

Observation 2d95a7a4-6c93-41d0-a24e-7562bde86a43 · outbound

This paper cites an unresolved cited work.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:46:59.823890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.930328Z digest=sha256:b6d8e4f4310eea6e1c9be77df2299f6605c2b501aacdf17b45ce7aaec4e49451

Observation 34bb39cd-0bdd-42d5-a92a-3fdabbc11277 · outbound

This paper cites An introduction to convolutional neural networks.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics An introduction to convolutional neural networks

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.811981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.934186Z digest=sha256:284628d0ba6521560194653d3da5b80543ebca5b351b65a20d33c708370ae705

Observation d43505cf-6357-40f4-ba16-6b2c37db1820 · outbound

This paper cites an unresolved cited work.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Unresolved cited work

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-11T05:46:58.938434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:46:58.938434Z digest=sha256:af79bd3c1acdfb7acba2f1b43910188d49cb22fcdadc53f6520fda81f2da5224

Observation 14607ad7-ea88-4787-a7ad-c1aceacffd35 · outbound

This paper cites Huggingface.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Huggingface

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.793686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.942763Z digest=sha256:190dc1bd559665c44d5d09d47918a072e0d3a77d4c5b76bbdfb55e54486f7fca

Observation ecd6bc2f-5b25-4cef-b4ac-6d771b91c21d · outbound

This paper cites Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-11T05:46:58.946747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:46:58.946747Z digest=sha256:16aabf58b8301308fcb4eef517b8bad2eb8dd9091177a94204b76c1a0c19457a

Observation a2be189f-1b86-49bb-b862-c85e63d98910 · outbound

This paper cites Rouge: A package for automatic evaluation of summaries, 2004.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Rouge: A package for automatic evaluation of summaries, 2004

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-11T05:46:58.951006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:46:58.951006Z digest=sha256:54ec2295d5bc74b0257af0e5cb8397e590e6255ffd50956cc3e143ec5c55ca05

Observation 1e79026e-9ce9-427a-aeb8-291b34dfba46 · outbound

This paper cites Learning to score system summaries for better content selection evaluation.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Learning to score system summaries for better content selection evaluation

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.775540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.954904Z digest=sha256:c9b40ed29c99323046ee045666b297a9cafe8bfbd59e314468d83d6db44cbf76

Observation 3b2f3b31-8855-4220-b130-7572027e40e9 · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics BERTScore: Evaluating Text Generation with BERT

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-11T05:46:58.958699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:46:58.958699Z digest=sha256:39cec0e1f331e9533aa64399438dbea2751aef6c2dfb2b7a7ef2cc83921e7d74

Observation c99c3467-77d6-408c-b947-4c3360fa89e5 · outbound

This paper cites Meyer, and Steffen Eger.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Meyer, and Steffen Eger

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.764420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.963340Z digest=sha256:f6f1289ae17893d9831ffc8678d6b43aad376d8f8944268db60f63a537be47b8

Observation 10758d3e-05b0-4205-a2d6-43a09cdf36c7 · outbound

This paper cites Speeding up word mover’s distance and its variants via properties of distances between embeddings, 12 2019.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Speeding up word mover’s distance and its variants via properties of distances between embeddings, 12 2019

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.753511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.967073Z digest=sha256:6f50664070d7fa6f7524346c571911efe4ddc28111c54b0799be869aeec9a220

Observation ab309c0d-ffb3-4cd0-be90-13190ce929c9 · outbound

This paper cites an unresolved cited work.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:46:59.742129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.970968Z digest=sha256:d69d581b4c187b87d43e3688de041d19ab82ec60dc0fdd75a2a3ac62b1bc67aa

Observation fa25e71b-f424-44eb-a8df-7331c3b2ea1a · outbound

This paper cites Answers unite! unsupervised metrics for reinforced summarization models.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Answers unite! unsupervised metrics for reinforced summarization models

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.731562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.974536Z digest=sha256:25a4fa8b577f134e25dc14ce68eecebbdedaa273f907dedcd3a9a94dbd9d785a

Observation c5550f85-0f36-45e4-8260-f013da18b150 · outbound

This paper cites Fill in the BLANC: Human-free quality estimation of document summaries.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Fill in the BLANC: Human-free quality estimation of document summaries

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-11T05:46:58.978075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:46:58.978075Z digest=sha256:d1f5392140335f8f80345f8b9edf41666c64d01894d4d6122f3e0bec8567171f

Observation 01c8e5ae-4ebf-4a50-9511-d7f825c7799c · outbound

This paper cites Supert: towards new frontiers in unsupervised evaluation metrics for multi document summarization.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Supert: towards new frontiers in unsupervised evaluation metrics for multi document summarization

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.720655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.982129Z digest=sha256:5c591e402a5ca73a1995d509d77d0da231e8a9e4c68df40ca53c5237b4421f86

Observation 753e29ba-24e1-49e9-a5df-1a50271d0049 · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Bleu: a method for automatic evaluation of machine translation

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.709378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.985839Z digest=sha256:d3a859ee7759bb39c6b12b28e1ac0a37c01401ba0e1ea6be0d1d68c16d5bbade

Observation a1808f9b-794a-4a4d-b193-9dbd8b4c2aa4 · outbound

This paper cites Chrf: Character n-gram f-score for automatic mt evaluation.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Chrf: Character n-gram f-score for automatic mt evaluation

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.697920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.989302Z digest=sha256:e0d8b5d4cd9dcdc74fa14f689abe7d69540350ac1a16421a0d2585cc000a1367

Observation a89eadb1-52b8-44ea-ba81-421b63855013 · outbound

This paper cites Meteor: An automatic metric for mt evaluation with high levels of correlation with human judgments.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Meteor: An automatic metric for mt evaluation with high levels of correlation with human judgments

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.686705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.992870Z digest=sha256:d3c00a57d3b0a56b5cebd7aebf8e4e50480c9cb2ff7050a73141f935a9845524

Observation 51ebb77b-33f0-4b7d-a475-34c6d06e90b1 · outbound

This paper cites Lawrence Zitnick, and Devi Parikh.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Lawrence Zitnick, and Devi Parikh

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.675154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:58.996467Z digest=sha256:7f09976511d077d803d9faa734e913c14106979d2ccf7e7510d1f862f9eee174

Observation eba0a1df-22b2-44eb-a86f-59918b470948 · outbound

This paper cites Evaluating the factual consistency of abstractive text summarization.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Evaluating the factual consistency of abstractive text summarization

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.664006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:59.000607Z digest=sha256:1f81882faf325d8a071cb8c3bad8198ca43bc66525584db7228541d48da03bc2

Observation e4f3e728-7efd-430f-a5b4-5e48f3ca4493 · outbound

This paper cites Entity-level factual consistency of abstractive text summarization.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Entity-level factual consistency of abstractive text summarization

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.652994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:59.004259Z digest=sha256:5a1fc3a8eb216c5032f799a78979fde0e82c309c63f62905e4804da6366881e4

Observation 34ee355a-ddf5-4d5e-9db9-05ebeb95c43b · outbound

This paper cites Fact-checking.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Fact-checking

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.640968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:59.008224Z digest=sha256:ba085280fed345c6d2131453385f75155ef4d4950cf62e7441c035081e4eee47

Observation eb253ff8-8fda-4d98-812c-8efb9820e87b · outbound

This paper cites Fabbri, Wojciech Kry´sci´nski, Bryan McCann, Caiming Xiong, Richard Socher, and Dragomir Radev.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Fabbri, Wojciech Kry´sci´nski, Bryan McCann, Caiming Xiong, Richard Socher, and Dragomir Radev

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.628845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:59.012003Z digest=sha256:061cd3bb644daae8b00e3780ff7f5a9a7a685d90670aeafed2e09a423975cfd3

Observation 0f4c6382-a8ca-498f-9d56-960939735722 · outbound

This paper cites Generating Representative Headlines for News Stories.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Generating Representative Headlines for News Stories

Reference 87

Resolution
verified exact
local_arxiv, observed 2026-08-11T05:46:59.271592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:59.015526Z digest=sha256:1e7b8a5ee57b80dc691c983acbf23f563578c1438f5100d43420aace76471cd7

Observation 62785ebf-8006-4648-937b-dd71027d8c1e · outbound

This paper cites an unresolved cited work.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:46:59.616723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:59.019665Z digest=sha256:11f0b72b275ef13f2c22d9f7b25495746e962dc886b25ba0f8bf0de8cd2697e1

Observation 3367d8c9-55d6-48b1-b110-ec5d0c7d6746 · outbound

This paper cites Newsroom: A dataset of 1.3 million summaries with diverse extractive strategies.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Newsroom: A dataset of 1.3 million summaries with diverse extractive strategies

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.605675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:59.023519Z digest=sha256:9f727e3d82080d3a16896823bceff98a25fa61a36a5ead7a985eceff746d27a3

Observation cd59e727-86ae-47ef-bcc5-0e0926a51eab · outbound

This paper cites an unresolved cited work.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Unresolved cited work

Reference 90

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:46:59.595186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:59.027140Z digest=sha256:e052513371af0da1f25315ebc0bdc59dc1f7da928d8c106606592e9b440da46f

Observation 2a820a03-ed89-4523-b9b8-89b94b14cae7 · outbound

This paper cites Graff, J.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Graff, J

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.584493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:59.031077Z digest=sha256:290bb16ae5b2510203335660c37081c7959fae1160c1d7276a7e736b65672905

Observation d6fc6dda-c77d-4403-835f-574161680697 · outbound

This paper cites Sharma, C.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Sharma, C

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.573101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:59.034919Z digest=sha256:2d709d0e92bbe7396ab6ca0f92603293c8edb66fe484e70de355f97ea72a9587

Observation 9e1a8548-6f0c-4e9a-b41d-d7550234f816 · outbound

This paper cites WikiHow: A Large Scale Text Summarization Dataset.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics WikiHow: A Large Scale Text Summarization Dataset

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-11T05:46:59.038766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:46:59.038766Z digest=sha256:a69a1fb5169b6fe296a122947c2e5c7c071cb28d040437d59e2e30408313a731

Observation 95f43f94-87c7-4dc4-9f81-9c2918bec38e · outbound

This paper cites an unresolved cited work.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Unresolved cited work

Reference 94

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:46:59.561199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:59.043366Z digest=sha256:317474a141a552901f2f7e345456a243ff9d965373c788369468bfd749f9f756

Observation e076b283-07d8-4bb4-9841-cba582478775 · outbound

This paper cites Zhang and J.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Zhang and J

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.544068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:59.047242Z digest=sha256:bf77216ccde5f533a4a95a1e1dc47004ebb98249af14d8d29ffd943d439b107d

Observation d27ed675-d7ba-4264-9307-3774d3f22944 · outbound

This paper cites The enron corpus: A new dataset for email classification research.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics The enron corpus: A new dataset for email classification research

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.531171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:59.051714Z digest=sha256:4a04afbb59129bb8b3a7836d8345f179a809751e08c90f2e3788bc2cf0dcd90b

Observation d11ce5a1-07d9-44cb-b8ac-4e5cd298d8e3 · outbound

This paper cites Kornilova and V.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Kornilova and V

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.519378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:59.055326Z digest=sha256:7e1f41b26a47a99cb1952050df8e9fc90218fc342e83f4d46e751afc418d9b5c

Observation ad65ca52-ea6e-40c1-84d8-ead6ce34d98b · outbound

This paper cites BookSum: A Collection of Datasets for Long-form Narrative Summarization.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics BookSum: A Collection of Datasets for Long-form Narrative Summarization

Reference 98

Resolution
unresolved
no resolver link, observed 2026-08-11T05:46:59.058964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:46:59.058964Z digest=sha256:c2045f47c9ac733e4708da78a357fd6e225082352de18435764d5f37b9402cb3

Observation 0b7d7ce2-dc84-46ac-b407-cc74648724f6 · outbound

This paper cites Efficient attentions for long document summarization.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Efficient attentions for long document summarization

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.507650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:59.063088Z digest=sha256:3c624daeea8a0590dc8310291bc889d3d060cd88fe522cac44971f7da03b8d0d

Observation b681b70d-7443-483a-b87a-b7b028ddd8fb · outbound

This paper cites Multi-lexsum: Real-world summaries of civil rights lawsuits at multiple granularities, 06 2022.

Survey on Abstractive Text Summarization: Dataset, Models, and Metrics Multi-lexsum: Real-world summaries of civil rights lawsuits at multiple granularities, 06 2022

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:46:59.495342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T05:46:59.066791Z digest=sha256:0f3f8cb426536cf3ab3aa560453c685d7d7ad7900c1bcd2a616ddee992f6fb83

Pith citing papers

No inbound Pith citation observations are available.