Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:28:34.035061Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:28:34.035061Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
57 of 57 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation dec766c6-d74a-4542-ad26-55a42e0878fa · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization URL: " 'urlintro :=
Reference 1
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Observation 010ab025-d083-45b4-88d6-43c10c06c422 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization write newline
Reference 2
Source-reported events for the cited work
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Observation 4f785ef1-281d-44e1-a46e-69a557edad41 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 3
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.
Observation 2fe30f44-d90c-4603-82de-4e26a2b78c26 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization BgGPT 1.0: Extending English-centric LLMs to other languages
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 541f30c2-942b-4050-ac33-ac646ed7784a · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization LANS: Large-scale Arabic News Summarization Corpus
Reference 5
Source-reported events for the cited work
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Observation a794e4b7-c3fe-4334-bc2f-3a16452b952e · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 6
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Observation 938650f2-e27a-488f-be62-4f2803f4c8ed · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 7
Source-reported events for the cited work
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Observation c0d83dc4-5c2d-4c73-b0c6-e7321f9ef8aa · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 8
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Observation 2a3c1699-5397-4b03-963d-a05f9df64548 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 9
Source-reported events for the cited work
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Observation b2967876-385b-4ff4-99a1-36e3902562b4 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 922653b1-e1a2-4bef-beec-4481f33405b1 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 11
Source-reported events for the cited work
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Observation 27b6f48b-e821-4431-9128-793f1b3201f5 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 12
Source-reported events for the cited work
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Observation f96ff94d-dc92-43d4-8259-458c5832af10 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 13
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.
Observation 16dcd3b2-59ca-4bb7-801a-10ae00be8c8b · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unsupervised Cross-lingual Representation Learning at Scale
Reference 14
Source-reported events for the cited work
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Observation 8c945ee0-7efd-4775-9d14-4d6eeb1fc7b2 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 15
Source-reported events for the cited work
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Observation e4166927-bec8-442f-abc8-bfcecb59b1a6 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 16
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.
Observation b8622475-e41f-46bc-9546-a6ac7d57ca69 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization The Llama 3 Herd of Models
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab289a01-d6c6-4403-974c-5e1375a20c80 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 18
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.
Observation 24bbaec9-806f-4509-b2d1-3d39212fcad6 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 19
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.
Observation 8d30bbd3-f9a0-40cd-af07-f1668b8c0114 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 20
Source-reported events for the cited work
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Observation db941f63-d611-49a1-bc8a-c501a1266584 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 21
Source-reported events for the cited work
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Observation 4178bf22-12ef-47cb-bc68-a1a5561fdd34 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 22
Source-reported events for the cited work
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Observation 246e2ed9-fa2d-4e61-9f48-b09687969282 · outbound
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
Source-reported events for the cited work
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Observation 2bc5e9a8-5aeb-4538-8e0e-6d236c8a036d · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 24
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.
Observation 88639cd3-29e3-424b-82ea-99d972bf5899 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages
Reference 25
Source-reported events for the cited work
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Observation ff6f96d9-b449-4b95-9645-aaad322efce9 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization GPT-4o System Card
Reference 26
Source-reported events for the cited work
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Observation 9f8c3f03-59d6-4897-8faf-90ade27b96dc · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 27
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.
Observation c93683b8-e637-4422-a540-4c06264232f0 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 28
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.
Observation 03e1cc26-6041-4c1d-973b-babd2c325e07 · outbound
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
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.
Observation 99d365bc-b081-497d-87ae-3c10d30c3b15 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 30
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.
Observation 5be3e4ff-ff04-46be-9979-32fe9c7162d7 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Evaluating the Efficacy of Summarization Evaluation across Languages
Reference 31
Source-reported events for the cited work
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Observation 07d04571-c572-4ffa-adff-8602b203ae4c · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 32
Source-reported events for the cited work
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Observation 2e2f0580-e2c2-465d-b0d3-aeac98db7459 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 33
Source-reported events for the cited work
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Observation c7968cac-818d-4c61-a039-7c1bb5f2b279 · outbound
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
Source-reported events for the cited work
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Observation 45767712-0e56-4ba8-8e4f-8d6c672cce57 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 35
Source-reported events for the cited work
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Observation d58c5d4f-7267-43fa-8657-fb9a19c16d9b · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 660c339e-0ce0-4686-bc17-b6be3aff31c2 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87b27da0-f1ba-4f8d-aaa0-7642f6513062 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Few-shot Learning with Multilingual Language Models
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2be78c29-db3a-4881-a588-6c971ed7da83 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization On the Challenges and Opportunities in Generative AI
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71807c38-8dc8-422f-b23e-13c81e05fa62 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 558c3180-622a-46ce-9c4b-9c0d6f79503d · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 41
Source-reported events for the cited work
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Observation b1e73fd0-cee7-4016-a4c0-012e0c8f34be · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 53f9f2c8-4e65-4f68-921e-944998083893 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50858db6-591d-4d7a-a0f2-9855185ea953 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization HeSum: a Novel Dataset for Abstractive Text Summarization in Hebrew
Reference 44
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.
Observation b8a56cdb-dda5-4505-888f-e0a1c91259cb · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 45
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.
Observation eab03a82-e2e6-402b-b26c-ad00b095ee39 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization COMET: A Neural Framework for MT Evaluation
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe52c180-b216-40be-9807-2f6776467740 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 47
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.
Observation 49637274-23b3-4159-be46-9c6caa2f9c0a · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 413cda31-df93-4bb8-85fb-1229f5455449 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 49
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.
Observation 960c3f2b-8ac5-4243-be44-7219472fbe11 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Gemini: A Family of Highly Capable Multimodal Models
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 596aa1d2-e903-4d72-a640-45dc8da035ef · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7c21e91-a0b8-4fe1-9fee-e4bcb940a16b · outbound
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
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.
Observation 74b239ae-f01b-4641-b8cb-192bf088b942 · outbound
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
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.
Observation 025a66df-4450-49f6-b298-a57739f74971 · outbound
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
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.
Observation 45726e79-b878-4a03-b8ac-848052de6596 · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization Unresolved cited work
Reference 55
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.
Observation a8cbf8d5-43a5-43ce-8fbe-d443411581ae · outbound
Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization BERTScore: Evaluating Text Generation with BERT
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1beff056-0a2a-4fde-b2b5-14a713357c90 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.