Paper Citation Record · LEDGER

DiffScore: Text Evaluation Beyond Autoregressive Likelihood

As of 7 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2605.11601.

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

pith.paper-citation-record.v1
2605.11601 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-13T01:39:12.423063Z

measured 28 of 28 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

28 of 28 outbound references displayed

verified exact1
verified fuzzy24
unresolved2
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 11c65e5a-641a-46a2-98be-7a67b21a0f15 · outbound

This paper cites an unresolved cited work.

DiffScore: Text Evaluation Beyond Autoregressive Likelihood Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:37:54.891762Z

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 050372c7-3fa2-47d8-b640-73eb50919aaa · outbound

This paper cites Repairing the cracked foundation: A survey of obstacles in evaluation practices for generated text.Journal of Artificial Intelligence Research, 77:103–166.

DiffScore: Text Evaluation Beyond Autoregressive Likelihood Repairing the cracked foundation: A survey of obstacles in evaluation practices for generated text.Journal of Artificial Intelligence Research, 77:103–166

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.885680Z

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 3baf671e-ca0a-428f-8e6c-de1aee70fe4f · outbound

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

DiffScore: Text Evaluation Beyond Autoregressive Likelihood Bleu: a method for automatic evaluation of machine translation

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.894807Z

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 6384ec8d-6623-4bc6-b993-4fac83028723 · outbound

This paper cites ROUGE: A package for automatic evaluation of summaries.

DiffScore: Text Evaluation Beyond Autoregressive Likelihood ROUGE: A package for automatic evaluation of summaries

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.888812Z

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 cf400633-d312-40ab-8c2f-8b96449278ab · outbound

This paper cites Weinberger, and Yoav Artzi.

DiffScore: Text Evaluation Beyond Autoregressive Likelihood Weinberger, and Yoav Artzi

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.897667Z

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 9dc3ea84-4339-4abc-baa6-5cda3ac661af · outbound

This paper cites Meyer, and Steffen Eger.

DiffScore: Text Evaluation Beyond Autoregressive Likelihood Meyer, and Steffen Eger

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.829689Z

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 afbbda74-6f10-411f-965a-5151887a4034 · outbound

This paper cites Bartscore: Evaluating generated text as text generation.

DiffScore: Text Evaluation Beyond Autoregressive Likelihood Bartscore: Evaluating generated text as text generation

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.825875Z

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 5afaa97c-82ee-4334-9bda-fda8ae59170f · outbound

This paper cites GPTScore: Evaluate as you desire.

DiffScore: Text Evaluation Beyond Autoregressive Likelihood GPTScore: Evaluate as you desire

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.882527Z

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 9dfb1fa4-4c78-4cc4-8814-4baf5d9e7375 · outbound

This paper cites G-eval: NLG evaluation using gpt-4 with better human alignment.

DiffScore: Text Evaluation Beyond Autoregressive Likelihood G-eval: NLG evaluation using gpt-4 with better human alignment

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.849917Z

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 eae08f61-9ef6-4480-af0a-c5652bce2211 · outbound

This paper cites a is b” fail to learn “b is a.

DiffScore: Text Evaluation Beyond Autoregressive Likelihood a is b” fail to learn “b is a

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.852938Z

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 81e17690-3cee-4072-8106-e7abba8b5f9b · outbound

This paper cites Simple and effective masked diffusion language models.

DiffScore: Text Evaluation Beyond Autoregressive Likelihood Simple and effective masked diffusion language models

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.844565Z

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 38c3b285-7f6c-40dd-b50e-2992b123ca92 · outbound

This paper cites Large language diffusion models.

DiffScore: Text Evaluation Beyond Autoregressive Likelihood Large language diffusion models

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.856377Z

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 9eaaf188-9cb0-426b-9669-0006618f970d · outbound

This paper cites Dream 7B: Diffusion Large Language Models.

DiffScore: Text Evaluation Beyond Autoregressive Likelihood Dream 7B: Diffusion Large Language Models

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-05-13T01:42:03.849581Z

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 574b3959-f25d-4f72-b95d-047df4ff795d · outbound

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

DiffScore: Text Evaluation Beyond Autoregressive Likelihood BART: Denoising sequence-to-sequence pre-training for natural language generation, translation, and comprehension

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.818688Z

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 77b032d3-3143-4049-8d13-3f7b5232d14c · outbound

This paper cites Summeval: Re-evaluating summarization evaluation.Transactions of the Association for Computa- tional Linguistics, 9:391–409.

DiffScore: Text Evaluation Beyond Autoregressive Likelihood Summeval: Re-evaluating summarization evaluation.Transactions of the Association for Computa- tional Linguistics, 9:391–409

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.822530Z

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 59ece68f-7ebd-4418-8005-7c51466fbda8 · outbound

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

DiffScore: Text Evaluation Beyond Autoregressive Likelihood Newsroom: A dataset of 1.3 million summaries with diverse extractive strategies

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.838142Z

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 f516807a-2f75-4f74-8146-d6daf2cb642a · outbound

This paper cites Re-evaluating evaluation in text summarization.

DiffScore: Text Evaluation Beyond Autoregressive Likelihood Re-evaluating evaluation in text summarization

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.840729Z

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 40d661dc-dcaa-4730-84a4-6f607075f04a · outbound

This paper cites an unresolved cited work.

DiffScore: Text Evaluation Beyond Autoregressive Likelihood Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-05-13T14:37:54.835302Z

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 ae2363d4-aa42-4dc2-9ae6-0ebceaa105fb · outbound

This paper cites Asking and answering questions to evaluate the factual consistency of summaries.

DiffScore: Text Evaluation Beyond Autoregressive Likelihood Asking and answering questions to evaluate the factual consistency of summaries

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.847342Z

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 860e02bc-7165-411a-b973-49d87b310ef9 · outbound

This paper cites Results of the WMT19 metrics shared task: Segment-level and strong MT systems pose big challenges.

DiffScore: Text Evaluation Beyond Autoregressive Likelihood Results of the WMT19 metrics shared task: Segment-level and strong MT systems pose big challenges

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.871913Z

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 98af3e25-7848-407e-a5c4-7ce52e2b1ad6 · outbound

This paper cites Phrase-based statistical language generation using graphical models and active learning.

DiffScore: Text Evaluation Beyond Autoregressive Likelihood Phrase-based statistical language generation using graphical models and active learning

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.874743Z

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 eed99294-7860-4422-8c27-fd7a09c5e875 · outbound

This paper cites Semanti- cally conditioned LSTM-based natural language generation for spoken dialogue systems.

DiffScore: Text Evaluation Beyond Autoregressive Likelihood Semanti- cally conditioned LSTM-based natural language generation for spoken dialogue systems

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.877480Z

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 e5380966-3549-4b60-ac67-a9f545763262 · outbound

This paper cites METEOR: An automatic metric for MT evaluation with improved correlation with human judgments.

DiffScore: Text Evaluation Beyond Autoregressive Likelihood METEOR: An automatic metric for MT evaluation with improved correlation with human judgments

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.880105Z

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 94c68239-2ade-4960-aaf8-37639a326921 · outbound

This paper cites Towards a unified multi-dimensional evaluator for text generation.

DiffScore: Text Evaluation Beyond Autoregressive Likelihood Towards a unified multi-dimensional evaluator for text generation

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.866061Z

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 ad641a0f-89ac-476e-96c3-c6c6f7d4feb8 · outbound

This paper cites AlignScore: Evaluating factual consistency with a unified alignment function.

DiffScore: Text Evaluation Beyond Autoregressive Likelihood AlignScore: Evaluating factual consistency with a unified alignment function

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.832527Z

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 563c3c3f-4efa-4f5d-a4d3-a8bca64bb0c4 · outbound

This paper cites QuestEval: Summarization asks for fact-based evaluation.

DiffScore: Text Evaluation Beyond Autoregressive Likelihood QuestEval: Summarization asks for fact-based evaluation

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.859870Z

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 75720381-d888-473f-9fb2-4a51cfa64bd0 · outbound

This paper cites The comparison of regression variables.Journal of the Royal Statistical Society: Series B (Methodological), 21(2):396–399.

DiffScore: Text Evaluation Beyond Autoregressive Likelihood The comparison of regression variables.Journal of the Royal Statistical Society: Series B (Methodological), 21(2):396–399

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-13T14:37:54.863047Z

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 809694c5-48e9-48ae-967a-aa90b35b6ef8 · outbound

This paper cites timestep.

DiffScore: Text Evaluation Beyond Autoregressive Likelihood timestep

Reference 28

Resolution: malformed identifier; raw_fallback, observed 2026-05-13T14:37:54.869118Z

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.

Pith citing papers

No inbound Pith citation observations are available.