Paper Citation Record · LEDGER

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance

As of 19 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 15 inbound Pith citation observations for arXiv:1909.02622.

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

pith.paper-citation-record.v1
1909.02622 v2

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:49:38.608865Z

measured 69 of 69 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T01:03:16.741864Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-13T13:03:18.783013Z

Reference resolution

54 of 54 outbound references displayed

verified exact2
verified fuzzy3
unresolved45
parse uncertain0
malformed identifier3
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a4e1203d-fb3f-4bfb-bc08-61e991b54578 · outbound

This paper cites URL: " 'urlintro :=.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance URL: " 'urlintro :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-14T04:49:38.397507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1e44bdc-79b3-4dad-a751-89f85b853564 · outbound

This paper cites write newline.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-14T04:49:38.402231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2acd3be-4952-4ced-8679-140a31ed59b9 · outbound

This paper cites an unresolved cited work.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-14T04:49:38.407034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81501e39-1815-438b-b1fa-480f5335594d · outbound

This paper cites Meyer, Ori Shapira, Ido Dagan, and Iryna Gurevych.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Meyer, Ori Shapira, Ido Dagan, and Iryna Gurevych

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:49:39.490710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 61a42c05-91fc-4e9d-a12f-912e06dfd4b9 · outbound

This paper cites an unresolved cited work.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:39.477084Z

Source-reported events for the cited work

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Observation 919bab42-13bb-4fc3-8b74-463c3eececa9 · outbound

This paper cites an unresolved cited work.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:39.464205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d4ef384b-1c4f-45a6-a6a0-03fc10c2962c · outbound

This paper cites an unresolved cited work.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:39.449691Z

Source-reported events for the cited work

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Observation 11164ea5-c685-47fe-b1b9-0a8e5cdada85 · outbound

This paper cites an unresolved cited work.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:39.435156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8d2947f4-3482-4a8e-be22-27fada8e8b88 · outbound

This paper cites an unresolved cited work.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:39.423245Z

Source-reported events for the cited work

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Observation a0b0b504-e7df-4bec-9ac3-c8ea3806569b · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-14T04:49:38.437089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8584e356-34f3-4d7e-a292-4acabbad6f20 · outbound

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MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance o zde G \

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-14T04:49:38.441289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 681ff9d0-6c8d-48e4-be79-3f366c3f14d6 · outbound

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

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-14T04:49:38.445273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8e86872-1c4b-45db-a7aa-16c0fc358f9a · outbound

This paper cites Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-14T04:49:38.449780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0876f679-296e-44fb-b364-7fd7a48fcb06 · outbound

This paper cites an unresolved cited work.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:39.410425Z

Source-reported events for the cited work

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Observation 2f9f7464-f267-4b99-a2ef-be425acb1a14 · outbound

This paper cites Teaching Machines to Read and Comprehend.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Teaching Machines to Read and Comprehend

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-14T04:49:38.457288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6953d82-b6a4-40ce-a44d-51e0dc0c05bd · outbound

This paper cites an unresolved cited work.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Unresolved cited work

Reference 16

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Source-reported events for the cited work

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Observation 0f5eb076-b2eb-45db-81d5-7014ea515c49 · outbound

This paper cites Kusner, Yu Sun, Nicholas I.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Kusner, Yu Sun, Nicholas I

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T04:49:39.385322Z

Source-reported events for the cited work

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Observation 73085523-2862-42ea-83a8-afcbb9d62b1e · outbound

This paper cites an unresolved cited work.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-14T04:49:38.468293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33666e16-6e26-423b-ab84-7a77c7b7c07f · outbound

This paper cites A Diversity-Promoting Objective Function for Neural Conversation Models.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance A Diversity-Promoting Objective Function for Neural Conversation Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-14T04:49:38.471795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48fc0138-a8b0-44c0-bb87-961e70fa80fd · outbound

This paper cites an unresolved cited work.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:39.371525Z

Source-reported events for the cited work

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Observation 723f1882-6678-4b9c-9f9f-6b4e8d1c4136 · outbound

This paper cites an unresolved cited work.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:39.357001Z

Source-reported events for the cited work

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Observation cb0336ef-513e-4315-b217-b2da829f67bf · outbound

This paper cites How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-14T04:49:38.483155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd7e001a-049a-4d47-aefe-6ffc6a1ba49a · outbound

This paper cites an unresolved cited work.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:39.342981Z

Source-reported events for the cited work

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Observation 4abd8056-ef6c-4160-a117-c9d42a0306cb · outbound

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MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Linguistic Knowledge and Transferability of Contextual Representations

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-14T04:49:38.490619Z

Source-reported events for the cited work

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Observation 811eb833-e2a4-477b-bbe4-2ea2967e5e15 · outbound

This paper cites an unresolved cited work.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:39.324823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b67874a2-c5a8-40ab-b6f7-157d9c0798bb · outbound

This paper cites an unresolved cited work.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Unresolved cited work

Reference 26

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Source-reported events for the cited work

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Observation c1de2a72-52dc-4848-9aae-8bf21d490bb0 · outbound

This paper cites an unresolved cited work.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:39.310882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 164c4ef1-4271-4172-9171-8216f3c8327f · outbound

This paper cites an unresolved cited work.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:39.294776Z

Source-reported events for the cited work

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Observation 25423e37-3072-475c-b2bc-7575848b2d3a · outbound

This paper cites an unresolved cited work.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Unresolved cited work

Reference 29

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Observation 25f52da4-3056-4364-86a9-25c63820e6a6 · outbound

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MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Passonneau

Reference 30

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Observation ed07eef6-1ace-478d-bba6-10ec4560b5c6 · outbound

This paper cites an unresolved cited work.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Unresolved cited work

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Observation 7ea933ba-dd1b-4833-b6ee-9ea10308cc86 · outbound

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MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Unresolved cited work

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Observation 945bbcab-bc75-432d-bf51-86666eb57250 · outbound

This paper cites an unresolved cited work.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Unresolved cited work

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Source-reported events for the cited work

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MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Deep contextualized word representations

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This paper cites an unresolved cited work.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Unresolved cited work

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Observation 26b813f6-a329-4e15-85bb-8341400c711e · outbound

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MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Unresolved cited work

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Resolution: unresolved; raw_fallback, observed 2026-08-14T04:49:39.228710Z

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Observation f4ffb0cf-d4ab-4806-99be-734f36a569cc · outbound

This paper cites an unresolved cited work.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Unresolved cited work

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MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance A Call for Clarity in Reporting BLEU Scores

Reference 38

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This paper cites an unresolved cited work.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Unresolved cited work

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MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Unresolved cited work

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This paper cites Concatenated Power Mean Word Embeddings as Universal Cross-Lingual Sentence Representations.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Concatenated Power Mean Word Embeddings as Universal Cross-Lingual Sentence Representations

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MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Get To The Point: Summarization with Pointer-Generator Networks

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MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Unresolved cited work

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MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance What do you learn from context? Probing for sentence structure in contextualized word representations

Reference 44

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Source-reported events for the cited work

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Observation 0ddb2a1c-219e-433a-abb3-48b273ba6bc5 · outbound

This paper cites an unresolved cited work.

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This paper cites Lawrence Zitnick, and Devi Parikh.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Lawrence Zitnick, and Devi Parikh

Reference 46

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Observation 13d4f928-03b5-4175-afbf-8a6ace92af15 · outbound

This paper cites an unresolved cited work.

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Source-reported events for the cited work

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Observation 202b85d5-8fc0-4692-aa69-0f0899c04dcc · outbound

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MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding

Reference 48

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Source-reported events for the cited work

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Observation fd034449-e599-4cdf-8e11-06a3300ec529 · outbound

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MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems

Reference 49

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Source-reported events for the cited work

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MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Learning Neural Templates for Text Generation

Reference 50

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Source-reported events for the cited work

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Observation e2cffdcc-7ea5-4c48-804a-de06f78e338d · outbound

This paper cites Fast Dynamic Routing Based on Weighted Kernel Density Estimation.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Fast Dynamic Routing Based on Weighted Kernel Density Estimation

Reference 51

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Source-reported events for the cited work

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Observation e41d709d-43a4-4b46-9ad8-cca069ec54d6 · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance BERTScore: Evaluating Text Generation with BERT

Reference 52

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Source-reported events for the cited work

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Observation 0e436386-d591-4ddb-97b4-2bdee33f2200 · outbound

This paper cites an unresolved cited work.

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Reference 53

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 15abe309-b9f0-456a-8e1c-2f63561854ec · outbound

This paper cites an unresolved cited work.

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Unresolved cited work

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Resolution: verified exact; doi, observed 2026-08-14T04:49:38.643935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation b6e4cae4-37fb-4bb6-a299-01a432b9f94d · inbound

ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate cites this paper.

ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-13T13:03:18.785681Z

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Quantifying perturbation impacts for large language models cites this paper.

Quantifying perturbation impacts for large language models MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance

Reference 21

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EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents cites this paper.

EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance

Reference 2020

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Evaluate Summarization in Fine-Granularity: Auto Evaluation with LLM cites this paper.

Evaluate Summarization in Fine-Granularity: Auto Evaluation with LLM MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance

Reference 21

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Hierarchical Divide-and-Conquer for Fine-Grained Alignment in LLM-Based Medical Evaluation cites this paper.

Hierarchical Divide-and-Conquer for Fine-Grained Alignment in LLM-Based Medical Evaluation MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T20:53:56.278719Z

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Likelihood Training of Cascaded Diffusion Models via Hierarchical Volume-preserving Maps cites this paper.

Likelihood Training of Cascaded Diffusion Models via Hierarchical Volume-preserving Maps MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance

Reference 32

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SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation cites this paper.

SEval-Ex: A Statement-Level Framework for Explainable Summarization Evaluation MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance

Reference 22

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Decentralized Arena: Towards Democratic and Scalable Automatic Evaluation of Language Models cites this paper.

Decentralized Arena: Towards Democratic and Scalable Automatic Evaluation of Language Models MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance

Reference 22

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Statistical Hypothesis Testing for Auditing Robustness in Language Models cites this paper.

Statistical Hypothesis Testing for Auditing Robustness in Language Models MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance

Reference 18

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BioPars: A Pretrained Biomedical Large Language Model for Persian Biomedical Text Mining cites this paper.

BioPars: A Pretrained Biomedical Large Language Model for Persian Biomedical Text Mining MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance

Reference 51

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Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization cites this paper.

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

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Objective Metrics for Evaluating Large Language Models Using External Data Sources cites this paper.

Objective Metrics for Evaluating Large Language Models Using External Data Sources MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance

Reference 64

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AllSummedUp: un framework open-source pour comparer les metriques d'evaluation de resume cites this paper.

AllSummedUp: un framework open-source pour comparer les metriques d'evaluation de resume MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T14:23:38.228336Z

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Geometric Metrics and LLMs: What They Measure and When They Work cites this paper.

Geometric Metrics and LLMs: What They Measure and When They Work MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T15:47:42.930576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0ba7861-9793-4d82-b869-1e57250b3bc5 · inbound

AITP: Traffic Accident Responsibility Allocation via Multimodal Large Language Models cites this paper.

AITP: Traffic Accident Responsibility Allocation via Multimodal Large Language Models MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:16:00.254988Z

Source-reported events for the cited work

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