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Paper Citation Record · LEDGER

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization

As of 9 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 0 inbound Pith citation observations for arXiv:2507.08342.

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

pith.paper-citation-record.v1
2507.08342 v1

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:28:34.035061Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

57 of 57 outbound references displayed

  • verified exact10
  • verified fuzzy0
  • unresolved47
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dec766c6-d74a-4542-ad26-55a42e0878fa · outbound

This paper cites URL: " 'urlintro :=.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization URL: " 'urlintro :=

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T18:28:29.520671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 010ab025-d083-45b4-88d6-43c10c06c422 · outbound

This paper cites write newline.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization write newline

Reference 2

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unresolved
no resolver link, observed 2026-08-06T18:28:29.702241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:28:29.702241Z digest=sha256:7ed05987cd87259bfe110652307ab610cdeaefb0203d0818b44798d7829630db

Observation 4f785ef1-281d-44e1-a46e-69a557edad41 · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:28:40.618894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 2fe30f44-d90c-4603-82de-4e26a2b78c26 · outbound

This paper cites BgGPT 1.0: Extending English-centric LLMs to other languages.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization BgGPT 1.0: Extending English-centric LLMs to other languages

Reference 4

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unresolved
no resolver link, observed 2026-08-06T18:28:29.859948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:28:29.859948Z digest=sha256:13b291b08cb74943aaaf87b3136a635be54b9728a395d6ab18e068dd145406aa

Observation 541f30c2-942b-4050-ac33-ac646ed7784a · outbound

This paper cites LANS: Large-scale Arabic News Summarization Corpus.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization LANS: Large-scale Arabic News Summarization Corpus

Reference 5

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation a794e4b7-c3fe-4334-bc2f-3a16452b952e · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:28:40.493596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 938650f2-e27a-488f-be62-4f2803f4c8ed · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T18:28:30.106350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:28:30.106350Z digest=sha256:188b9dd2606e5d1c7eff860509e8aa95b5764c9b3cc0a42363060d694622fca9

Observation c0d83dc4-5c2d-4c73-b0c6-e7321f9ef8aa · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:28:40.316559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 2a3c1699-5397-4b03-963d-a05f9df64548 · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:28:40.089380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation b2967876-385b-4ff4-99a1-36e3902562b4 · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T18:28:30.308873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:28:30.308873Z digest=sha256:31c8e48a7517f14ed6ad4de23f8c8ec7ac47026e3fe3eabf6c85ecb76e302790

Observation 922653b1-e1a2-4bef-beec-4481f33405b1 · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 11

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 27b6f48b-e821-4431-9128-793f1b3201f5 · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 12

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation f96ff94d-dc92-43d4-8259-458c5832af10 · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:28:39.519227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 16dcd3b2-59ca-4bb7-801a-10ae00be8c8b · outbound

This paper cites Unsupervised Cross-lingual Representation Learning at Scale.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unsupervised Cross-lingual Representation Learning at Scale

Reference 14

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unresolved
no resolver link, observed 2026-08-06T18:28:30.651872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 8c945ee0-7efd-4775-9d14-4d6eeb1fc7b2 · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:28:39.307587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation e4166927-bec8-442f-abc8-bfcecb59b1a6 · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:28:39.153443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation b8622475-e41f-46bc-9546-a6ac7d57ca69 · outbound

This paper cites The Llama 3 Herd of Models.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization The Llama 3 Herd of Models

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T18:28:30.892336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ab289a01-d6c6-4403-974c-5e1375a20c80 · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 18

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unresolved
raw_fallback, observed 2026-08-06T18:28:39.001511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 24bbaec9-806f-4509-b2d1-3d39212fcad6 · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 19

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 8d30bbd3-f9a0-40cd-af07-f1668b8c0114 · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:28:38.816049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation db941f63-d611-49a1-bc8a-c501a1266584 · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:28:38.635814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 4178bf22-12ef-47cb-bc68-a1a5561fdd34 · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:28:38.501344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 246e2ed9-fa2d-4e61-9f48-b09687969282 · outbound

This paper cites CREAM: Comparison-Based Reference-Free ELO-Ranked Automatic Evaluation for Meeting Summarization.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization CREAM: Comparison-Based Reference-Free ELO-Ranked Automatic Evaluation for Meeting Summarization

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-08-06T18:28:35.863446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T18:28:31.329713Z digest=sha256:8b47da682c6e4bd48c6a5301a2290468ce951aa9ac0c2135e28eaaf2cd6942fb

Observation 2bc5e9a8-5aeb-4538-8e0e-6d236c8a036d · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:28:38.268997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T18:28:31.416065Z digest=sha256:0ab74e939b436e60de5ac80ff045c75c86601e124fdec64c43ce930878f92811

Observation 88639cd3-29e3-424b-82ea-99d972bf5899 · outbound

This paper cites XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-08-06T18:28:35.706929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation ff6f96d9-b449-4b95-9645-aaad322efce9 · outbound

This paper cites GPT-4o System Card.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization GPT-4o System Card

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T18:28:31.570734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 9f8c3f03-59d6-4897-8faf-90ade27b96dc · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:28:38.095502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation c93683b8-e637-4422-a540-4c06264232f0 · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 28

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 03e1cc26-6041-4c1d-973b-babd2c325e07 · outbound

This paper cites Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-08-06T18:28:35.444144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 99d365bc-b081-497d-87ae-3c10d30c3b15 · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:28:37.683168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 5be3e4ff-ff04-46be-9979-32fe9c7162d7 · outbound

This paper cites Evaluating the Efficacy of Summarization Evaluation across Languages.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Evaluating the Efficacy of Summarization Evaluation across Languages

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-08-06T18:28:35.314704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T18:28:31.931166Z digest=sha256:be623b1838a74a5dfd05e4bec65dafb11bd97ff9853be109c913b0bbb44e8a4a

Observation 07d04571-c572-4ffa-adff-8602b203ae4c · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-06T18:28:32.010264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:28:32.010264Z digest=sha256:d0d748da94103a1ced8b2c91773a39dc2c7c5148906f86f022d49dddaaa86d9b

Observation 2e2f0580-e2c2-465d-b0d3-aeac98db7459 · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:28:37.509349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation c7968cac-818d-4c61-a039-7c1bb5f2b279 · outbound

This paper cites ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T18:28:32.123364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:28:32.123364Z digest=sha256:acf7b00712c11e70f530e7b91e9dd33654829b0e312397965ce9cf52732ad0fb

Observation 45767712-0e56-4ba8-8e4f-8d6c672cce57 · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:28:37.307420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T18:28:32.196268Z digest=sha256:4679da732b8588af7aad9a29e247ea879d97273fee405011ef8a00fc2591840f

Observation d58c5d4f-7267-43fa-8657-fb9a19c16d9b · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T18:28:32.257605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:28:32.257605Z digest=sha256:ed57bc00f16ac380de9ec44a68aae3b6202f1d5df56c57b76fdb043f124699c8

Observation 660c339e-0ce0-4686-bc17-b6be3aff31c2 · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 37

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no resolver link, observed 2026-08-06T18:28:32.344873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:28:32.344873Z digest=sha256:ce4182d6d7596d135fbeba8b5ccb1de7af85e97576aff58080eafc3067de61b8

Observation 87b27da0-f1ba-4f8d-aaa0-7642f6513062 · outbound

This paper cites Few-shot Learning with Multilingual Language Models.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Few-shot Learning with Multilingual Language Models

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T18:28:32.409302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:28:32.409302Z digest=sha256:a0605d95de584192fb0d96b6a252b267aca1eab69cc20238850ce03251ca6453

Observation 2be78c29-db3a-4881-a588-6c971ed7da83 · outbound

This paper cites On the Challenges and Opportunities in Generative AI.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization On the Challenges and Opportunities in Generative AI

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T18:28:32.479772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:28:32.479772Z digest=sha256:3c23c35a3d605a4a733f53b6b664b2fa4bef23f2d3d3bcf860a63fc6076fd351

Observation 71807c38-8dc8-422f-b23e-13c81e05fa62 · outbound

This paper cites Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization

Reference 40

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unresolved
no resolver link, observed 2026-08-06T18:28:32.531883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:28:32.531883Z digest=sha256:a8fb04464f1f04ca4000ad17e8f4fd51103316379b663975f90b0d5aa66f96ec

Observation 558c3180-622a-46ce-9c4b-9c0d6f79503d · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:28:37.109094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T18:28:32.585493Z digest=sha256:103e6a75b1e6c06aec83753ac38a0fac8e66375fd01f24dfc93a8d4551c949cc

Observation b1e73fd0-cee7-4016-a4c0-012e0c8f34be · outbound

This paper cites Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T18:28:32.641395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:28:32.641395Z digest=sha256:c187c840803da5ffc182e19c5a96007397d440bc78fb17b6d514670d68d506d4

Observation 53f9f2c8-4e65-4f68-921e-944998083893 · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T18:28:32.697479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:28:32.697479Z digest=sha256:8de282f3b264f9ce8dc115a9f1dbcb7495dc4e1983be8aa5dea239ebf9449cb1

Observation 50858db6-591d-4d7a-a0f2-9855185ea953 · outbound

This paper cites HeSum: a Novel Dataset for Abstractive Text Summarization in Hebrew.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization HeSum: a Novel Dataset for Abstractive Text Summarization in Hebrew

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-08-06T18:28:35.084603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T18:28:32.778911Z digest=sha256:77fcd671ab915d7bf62011330a36c7d79eb4feba92019d72bb45658d9526aed5

Observation b8a56cdb-dda5-4505-888f-e0a1c91259cb · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:28:36.935782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T18:28:32.902612Z digest=sha256:550b8f834f2735a18f0950a7a8ba3134c22e2f9779b6593ac5974895676e03f8

Observation eab03a82-e2e6-402b-b26c-ad00b095ee39 · outbound

This paper cites COMET: A Neural Framework for MT Evaluation.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization COMET: A Neural Framework for MT Evaluation

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T18:28:33.001296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:28:33.001296Z digest=sha256:c1947d494b35196c4e4581b3dbf96aa5f26615c6fccfcf778aea4b433a36bfe8

Observation fe52c180-b216-40be-9807-2f6776467740 · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:28:36.734315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T18:28:33.077940Z digest=sha256:855193e20e5b8e63344107e184e0a3df16f78896f8caec14aafd958adbae991b

Observation 49637274-23b3-4159-be46-9c6caa2f9c0a · outbound

This paper cites DictaBERT: A State-of-the-Art BERT Suite for Modern Hebrew.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization DictaBERT: A State-of-the-Art BERT Suite for Modern Hebrew

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T18:28:33.170796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:28:33.170796Z digest=sha256:350b3ed9142b3ba03bb871cfd2e3458690f10900d6655af0b195d1b344228c29

Observation 413cda31-df93-4bb8-85fb-1229f5455449 · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:28:36.538420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T18:28:33.289836Z digest=sha256:2918194bfe77acfca0117af9f871de97e249f3400a910fb7f9766970e6b53597

Observation 960c3f2b-8ac5-4243-be44-7219472fbe11 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Gemini: A Family of Highly Capable Multimodal Models

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T18:28:33.391427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:28:33.391427Z digest=sha256:124c9670ed8d2412bd07437a6e0770bf41229253f9d7d9416d81398edbcde0ca

Observation 596aa1d2-e903-4d72-a640-45dc8da035ef · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T18:28:33.485260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:28:33.485260Z digest=sha256:366cdb2032e97f434886b9f8f636c7968c619eaf478f714494e3e290b0da92ef

Observation f7c21e91-a0b8-4fe1-9fee-e4bcb940a16b · outbound

This paper cites What's Wrong with Hebrew NLP? And How to Make it Right.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization What's Wrong with Hebrew NLP? And How to Make it Right

Reference 52

Resolution
verified exact
local_arxiv, observed 2026-08-06T18:28:34.815539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T18:28:33.561820Z digest=sha256:82e1fad693c12d155efba0c03b10f0234eaee3220f2414618073e617a3995674

Observation 74b239ae-f01b-4641-b8cb-192bf088b942 · outbound

This paper cites A new approach to calculating BERTScore for automatic assessment of translation quality.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization A new approach to calculating BERTScore for automatic assessment of translation quality

Reference 53

Resolution
verified exact
local_arxiv, observed 2026-08-06T18:28:34.618599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T18:28:33.629093Z digest=sha256:21762d30516b55b15a05c29ee33555d2bed8aad9a7659682735a7716e5c37af9

Observation 025a66df-4450-49f6-b298-a57739f74971 · outbound

This paper cites CNewSum: A Large-scale Chinese News Summarization Dataset with Human-annotated Adequacy and Deducibility Level.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization CNewSum: A Large-scale Chinese News Summarization Dataset with Human-annotated Adequacy and Deducibility Level

Reference 54

Resolution
verified exact
local_arxiv, observed 2026-08-06T18:28:34.448606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T18:28:33.705251Z digest=sha256:f462b7f88dcf0cb1aff6f490f4e086a175663c091f6bcfaa03d3c04d89c6737b

Observation 45726e79-b878-4a03-b8ac-848052de6596 · outbound

This paper cites an unresolved cited work.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:28:36.276543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T18:28:33.820011Z digest=sha256:942e0fc584f3e6b2de84bc0677c26c0f6c1bced6c57a44cfdf330ba53527864a

Observation a8cbf8d5-43a5-43ce-8fbe-d443411581ae · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization BERTScore: Evaluating Text Generation with BERT

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-06T18:28:33.946033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:28:33.946033Z digest=sha256:a17e17ac671b75d35ac1f7f1e9bcf4863f4e814c52977904ab4a859b86049550

Observation 1beff056-0a2a-4fde-b2b5-14a713357c90 · outbound

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

Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-06T18:28:34.035061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:28:34.035061Z digest=sha256:574673aa64a793247a7ac7729630bf96f5eaef995ae88e03c60a47c674fa9174

Pith citing papers

No inbound Pith citation observations are available.