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Paper Citation Record · LEDGER

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

As of 7 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 2026-08-07T06:34:17.273281+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=sha256:6c6bea62102e64b8203de6ffdb32357c315bbcc280c0a058f0033b831ccc90b4

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 2026-08-07T06:34:17.273281+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=sha256:3de33e5dde9e10206d237d93c8740691837155a6ee628684589c805dae2a2a6c

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
local_arxiv, observed 2026-08-06T18:28:36.060681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+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

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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=sha256:052aa7c3553f99405fbbf4ddd238323d500346380037916de1735e9b7a1a7067

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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+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=sha256:45cf11a9cc77ffd9fc726fef22d87c92d9705bb5d377962a10434231baf8451d

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 2026-08-07T06:34:17.273281+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
raw_fallback, observed 2026-08-06T18:28:39.698462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T18:28:30.437619Z digest=sha256:01478d3c0a088d3f14d93dcebb70f406b5a8ea97ae3be17f453e855f5095b63f

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T18:28:30.516518Z digest=sha256:6aa3a045ce72bc9543edc37b48454bdb3239a9ee1b17cea128b80af802d9a4bd

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

Resolution
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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+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

Resolution
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 2026-08-07T06:34:17.273281+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
doi, observed 2026-08-06T18:28:34.227614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T18:28:31.059270Z digest=sha256:ddb57c719cbf9d6b36e5705ff82344600fd1dba816bd6bfce9084cfadb6e867a

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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T18:28:31.329713Z digest=sha256:ef91dd8ef189ebeb233b9ca4b22e3c1755b88e62e0940808acf8ae1dba772d66

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T18:28:31.416065Z digest=sha256:3bc76b3d92e0fd48e064463e55f477ebf6a138fc91a44084aba046dddface0a0

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 2026-08-07T06:34:17.273281+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.

source=arxiv_source observed=2026-08-06T18:28:31.570734Z digest=sha256:1e4bdd93bc3d3e5cf91413ebe648281505bf85ed397905e0f75afaaec4cac33d

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 2026-08-07T06:34:17.273281+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
raw_fallback, observed 2026-08-06T18:28:37.890807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T18:28:31.765661Z digest=sha256:c29ea42311ad4b2b3e1d4c7693e5058e82abe6c27916a8253e74adc4f9459a9f

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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

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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=sha256:0e6e7c0f2e40f9601ad957a3e43df20c1eba0744edbc63f6afa086d692059691

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 2026-08-07T06:34:17.273281+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:b7e7dbeb2450588d8675b5165aaa64e62ef0b2fae6aadb4853beb0ef5892ec51

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T18:28:32.196268Z digest=sha256:594eda9e73686bbac59638ffd91459f1aed5d3b779dd1c0e8e821a69d6368601

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

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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=sha256:7267b2cd8df8d1273596a52ae2dd585fd766a056fe19798e71cf5654eef35a48

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

Resolution
unresolved
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=sha256:2910a21f5c955b6d093e6029ce624e90e34aa62e7fbda3392f422c5e1a38e60b

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=sha256:7f1724d6e7ec54eb11b76873df100f87b15fed67dec3bebb97a5921cac57d5c0

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=sha256:50fbaa412ce574fb4cdf878cd53c302e0d72a7c323b80eae1fbb9e431040eef0

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

Resolution
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:ee13b26152fa00708209e1c8c47e8f2fbc7ee8e3c821129e6797ae9cbfe58e08

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T18:28:32.585493Z digest=sha256:68b61a9f1879a3d7462063182b5a68319e308eb40d273eb5c140d95ed032286b

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=sha256:50e8540cc5909885eda9174c66eaa7e743d8e9e15919e448954b4b1ead3d4cb2

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=sha256:5c319749346a0b06ca050ffe825eeee4dd06ddcf553a293f4ac33236e047155a

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T18:28:32.778911Z digest=sha256:d8fe34cb866192c9a7d627435f7a5280d5738eec7238e701edfbd085ca16d03d

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T18:28:32.902612Z digest=sha256:6f4b7b1c0c2aa4166d3a970a965da16d5f6ea50e3a77aa062aef2bb269c0e4c8

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:f910c8404259df9efa8aa2c181fec61a42eb069d03016a5ed2b7b0b78383ca66

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T18:28:33.077940Z digest=sha256:f6edac4f0f37b6a190a8ac9e1c02434615bb20ff751e0c51d6b26f7fc38fee72

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:e7c30b3427ff33dd07f757e6e6bfc9e45bda013feea6c191bc0cb2f5cbbae06e

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T18:28:33.289836Z digest=sha256:ebc05f92c1c260d61eb0c2d900d79d28043bccdadfcf3344c724ccab090eabcd

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=sha256:421408ceef7ebd09fae8539d87bc38553597e84d78d74b1919cef6f9368616bf

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=sha256:6424bd8bec56fe6feeb8a09de7b2d4f20f1ecd3a37ea3692e0b18e97daf843a0

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T18:28:33.561820Z digest=sha256:ec56681289258fd8c0b72d90db195b08c2f40c561450193e2df2b6439b9deb80

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T18:28:33.629093Z digest=sha256:2f1f4d3e95d928df5e4ed7c317dfe50fa1c0a26a516186d3a69cea02da77b4a7

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T18:28:33.705251Z digest=sha256:d9e17be6386c45a00de5e3e8819a1c620ad039c03a2768eb25c6f0b269408565

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 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-06T18:28:33.820011Z digest=sha256:9593a7ab230e14803b7a6b9a3961aef647394c21597cfef50b5bee105dea8065

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=sha256:0003020f17f051897d4005a6c4b61b047e34a67eab8f00489258afe191c4a20a

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:ac974e481cb4adf0837f16ec893542c9fdf433017dca6437f54e0dcfcb3241ff

Pith citing papers

No inbound Pith citation observations are available.