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Paper Citation Record · LEDGER

MM-Eval: A Multilingual Meta-Evaluation Benchmark for LLM-as-a-Judge and Reward Models

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2410.17578.

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

pith.paper-citation-record.v1
2410.17578 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:26:09.535726Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

2
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation aaaaff09-b013-4962-823d-53722368e49a · inbound

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods cites this paper.

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods MM-Eval: A Multilingual Meta-Evaluation Benchmark for LLM-as-a-Judge and Reward Models

Reference 209

Resolution
verified exact
arxiv_id, observed 2026-05-11T23:08:34.764278Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-11T23:08:34.312466Z digest=sha256:b4b2acb3ea2f95cd7a3adf7fe397987ebe62d0d2471cd0255946baecfa801955

Observation a5a099c4-8d9f-457a-9cf1-4728329dce4f · inbound

Controlling Language Confusion in Multilingual LLMs cites this paper.

Controlling Language Confusion in Multilingual LLMs MM-Eval: A Multilingual Meta-Evaluation Benchmark for LLM-as-a-Judge and Reward Models

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T14:26:09.535726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T14:26:09.535726Z digest=sha256:7e4ab8b85aa68938af4a332465d3a3ded4e5bb2984a95c138d41855729b768b5

Observation 6f53474a-1f8d-47e8-b372-0baa0c5980b3 · inbound

IMPACT: Inflectional Morphology Probes Across Complex Typologies cites this paper.

IMPACT: Inflectional Morphology Probes Across Complex Typologies MM-Eval: A Multilingual Meta-Evaluation Benchmark for LLM-as-a-Judge and Reward Models

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T21:45:13.985961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T21:45:13.985961Z digest=sha256:60a91edda4ecf935f75537ff134b50a22fd0fac52d408c060712d763bf4044ce

Observation 80d65daf-bf30-4c19-a3bb-6c5f5417cd2a · inbound

Med-RewardBench: Benchmarking Reward Models and Judges for Medical Multimodal Large Language Models cites this paper.

Med-RewardBench: Benchmarking Reward Models and Judges for Medical Multimodal Large Language Models MM-Eval: A Multilingual Meta-Evaluation Benchmark for LLM-as-a-Judge and Reward Models

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-05T14:21:55.894317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:21:55.894317Z digest=sha256:7c04efe06e39c71bca9ebcbf4943f6dfd86bd791c5b5d150ce0d5302cf8a3f98

Observation 55aa138a-6109-4068-afdf-a06fcc171e31 · inbound

Multilingual Prompt Localization for Agent-as-a-Judge: Language and Backbone Sensitivity in Requirement-Level Evaluation cites this paper.

Multilingual Prompt Localization for Agent-as-a-Judge: Language and Backbone Sensitivity in Requirement-Level Evaluation MM-Eval: A Multilingual Meta-Evaluation Benchmark for LLM-as-a-Judge and Reward Models

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-10T20:05:45.566099Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-05-10T20:02:40.980538Z digest=sha256:a2fb282ff5fdd1dfc46261e7c321e000b4bf9665ac3f4d56b969a27e8de52c05

Observation 1ac2f856-344c-4bd4-b0fc-19e7e828ad40 · inbound

ReflectMT: Internalizing Reflection for Efficient and High-Quality Machine Translation cites this paper.

ReflectMT: Internalizing Reflection for Efficient and High-Quality Machine Translation MM-Eval: A Multilingual Meta-Evaluation Benchmark for LLM-as-a-Judge and Reward Models

Reference 47

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T02:48:27.341395Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-05-10T02:45:59.473429Z digest=sha256:9030714f769990339b5f457b55172f052309727d91298ea235a1cc33a84dc6fc

Observation 5eee0f55-d720-4fea-b851-e1af78d24fd6 · inbound

JuICE: A Benchmark for Evaluating LLM-Judge in Identifying Cultural Errors cites this paper.

JuICE: A Benchmark for Evaluating LLM-Judge in Identifying Cultural Errors MM-Eval: A Multilingual Meta-Evaluation Benchmark for LLM-as-a-Judge and Reward Models

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-06-29T17:53:47.404546Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-29T17:47:11.338622Z digest=sha256:94f3dd3a6e5b2e4254dff9c6035daaf1e719f004d2c7662c2008059297a42589

Observation f7425033-3a6d-401a-ad10-585a4367b12a · inbound

Safety is Contextual, LLM-Judges Are Not: Navigating the Rigid Priors of Evaluators cites this paper.

Safety is Contextual, LLM-Judges Are Not: Navigating the Rigid Priors of Evaluators MM-Eval: A Multilingual Meta-Evaluation Benchmark for LLM-as-a-Judge and Reward Models

Reference 58

Resolution
metadata mismatch
arxiv_id, observed 2026-06-27T21:41:18.596975Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-06-27T21:39:26.268337Z digest=sha256:a98919f80a04f050ca9d7a633f369e91854fec46aa24211b05a4eec333c664ac

Observation 466da1dc-1a78-458c-ac5b-b9df4a8e6a57 · inbound

Challenges and Recommendations for LLMs-as-a-Judge in Multilingual Settings and Low-Resource Languages cites this paper.

Challenges and Recommendations for LLMs-as-a-Judge in Multilingual Settings and Low-Resource Languages MM-Eval: A Multilingual Meta-Evaluation Benchmark for LLM-as-a-Judge and Reward Models

Reference 195

Resolution
verified exact
arxiv_id, observed 2026-07-03T14:38:28.718799Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-07-03T14:31:49.214297Z digest=sha256:b77e8a0bcbf65173c0764f72195c5e767046f439576d6f979a57fcb4842b1886