Paper Citation Record · LEDGER

Building Russian Benchmark for Evaluation of Information Retrieval Models

As of 17 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 2 inbound Pith citation observations for arXiv:2504.12879.

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

pith.paper-citation-record.v1
2504.12879 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:24:13.382089Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T13:59:01.680794Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T05:18:39.622864Z

Reference resolution

29 of 29 outbound references displayed

verified exact1
verified fuzzy19
unresolved8
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 78c3161d-cc32-4abd-962b-016022d59599 · outbound

This paper cites Hindi-BEIR : A Large Scale Retrieval Benchmark in Hindi.

Building Russian Benchmark for Evaluation of Information Retrieval Models Hindi-BEIR : A Large Scale Retrieval Benchmark in Hindi

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-16T12:24:13.531116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation dd32ad24-8f79-486b-ab52-adfd3079aa2c · outbound

This paper cites On th e Cross-lingual Transferability of Monolingual Representations.

Building Russian Benchmark for Evaluation of Information Retrieval Models On th e Cross-lingual Transferability of Monolingual Representations

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:24:13.810598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4c9d490a-4ff5-43ec-bde0-ef8844e69a5f · outbound

This paper cites MS MARCO: A Human Generated MAchine Reading COmprehension Dataset.

Building Russian Benchmark for Evaluation of Information Retrieval Models MS MARCO: A Human Generated MAchine Reading COmprehension Dataset

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T12:24:13.268253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 833d2810-6f07-4a90-b8b7-3ba9e2dea1dc · outbound

This paper cites BEIR-NL: Zero-shot Information Retrieval Benchmark for the Dutch Language.

Building Russian Benchmark for Evaluation of Information Retrieval Models BEIR-NL: Zero-shot Information Retrieval Benchmark for the Dutch Language

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T12:24:13.273340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe01af2b-64e4-4d95-b45a-7fd8aff6e94d · outbound

This paper cites mMARCO: A Multilingual Version of the MS MARCO Passage Ranking Dataset.

Building Russian Benchmark for Evaluation of Information Retrieval Models mMARCO: A Multilingual Version of the MS MARCO Passage Ranking Dataset

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T12:24:13.278215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 187c0a2c-9de3-4b51-8c42-392318d8a5b7 · outbound

This paper cites M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation.

Building Russian Benchmark for Evaluation of Information Retrieval Models M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T12:24:13.282949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11546d25-37e6-4377-897a-980bfb32ba23 · outbound

This paper cites Tydi qa: A benchmark for informat ion-seeking question answering in ty pologically di verse languages.

Building Russian Benchmark for Evaluation of Information Retrieval Models Tydi qa: A benchmark for informat ion-seeking question answering in ty pologically di verse languages

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:24:13.797469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5110db8a-e87e-4a71-b7a1-175cf2e6a3a3 · outbound

This paper cites PIRB: A Comprehensive Benchmark of Polish Dense and Hybrid Text Retrieval Methods.

Building Russian Benchmark for Evaluation of Information Retrieval Models PIRB: A Comprehensive Benchmark of Polish Dense and Hybrid Text Retrieval Methods

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:24:13.784035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f53f926e-366b-496d-a079-76acebbe8f7a · outbound

This paper cites BERT: Pre-training of Deep Bidirect ional Transformers for Language Under- standing.

Building Russian Benchmark for Evaluation of Information Retrieval Models BERT: Pre-training of Deep Bidirect ional Transformers for Language Under- standing

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T12:24:13.296762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5a27f3b-66d4-4048-9d4d-8804db8d4846 · outbound

This paper cites Russian Information Retrieval Ev aluation Seminar.

Building Russian Benchmark for Evaluation of Information Retrieval Models Russian Information Retrieval Ev aluation Seminar

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:24:13.770484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 554b4531-1691-479c-9caf-e6d68de3926f · outbound

This paper cites Sberquad–russian reading comprehe nsion dataset: Description and analysis.

Building Russian Benchmark for Evaluation of Information Retrieval Models Sberquad–russian reading comprehe nsion dataset: Description and analysis

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:24:13.756996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8331d87e-aeca-4999-a488-301690017be7 · outbound

This paper cites Language-agnostic BERT Senten ce Embedding.

Building Russian Benchmark for Evaluation of Information Retrieval Models Language-agnostic BERT Senten ce Embedding

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:24:13.743730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation cbd60e34-e6f9-4962-8dcf-d475a524810d · outbound

This paper cites Proceedings of the 15th Annual Meeting of the Forum for Infor mation Retrieval Evaluation.

Building Russian Benchmark for Evaluation of Information Retrieval Models Proceedings of the 15th Annual Meeting of the Forum for Infor mation Retrieval Evaluation

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:24:13.730281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e3789c01-79e2-4d10-8322-ad2830eaa80a · outbound

This paper cites Self-attentive model for headline genera- tion.

Building Russian Benchmark for Evaluation of Information Retrieval Models Self-attentive model for headline genera- tion

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:24:13.716642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f65f1ed9-4831-4f17-9688-10dd5d9a20e6 · outbound

This paper cites Natural language processing: python and NLTK.

Building Russian Benchmark for Evaluation of Information Retrieval Models Natural language processing: python and NLTK

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:24:13.702551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d7b0e520-c664-46bc-b974-c4fa3cc1d017 · outbound

This paper cites PolEval 2022/23 challenge tasks and results.

Building Russian Benchmark for Evaluation of Information Retrieval Models PolEval 2022/23 challenge tasks and results

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:24:13.688786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5feacf5b-3330-48a2-b19f-3a9bf3123bfd · outbound

This paper cites Morphological analyzer and generat or for Russian and Ukrainian languages.

Building Russian Benchmark for Evaluation of Information Retrieval Models Morphological analyzer and generat or for Russian and Ukrainian languages

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:24:13.674571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d6b2ae38-1a19-4305-bd77-668b7310c692 · outbound

This paper cites Fact-checking benchmark for the Russian Large Language Models.

Building Russian Benchmark for Evaluation of Information Retrieval Models Fact-checking benchmark for the Russian Large Language Models

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:24:13.660624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 481fda7b-21c3-458f-9f7f-11c9a3c63c73 · outbound

This paper cites MTEB: Massive Text Embedding Benchmark.

Building Russian Benchmark for Evaluation of Information Retrieval Models MTEB: Massive Text Embedding Benchmark

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:24:13.646756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3f280bd3-50dc-4371-b065-817647f4fc49 · outbound

This paper cites chrF: character n-gram F-score for automatic MT evaluat ion.

Building Russian Benchmark for Evaluation of Information Retrieval Models chrF: character n-gram F-score for automatic MT evaluat ion

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:24:13.633223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e7958d9a-5535-4546-bb3b-5588d7db98c3 · outbound

This paper cites SQuAD: 100,000+ Questions for Machine Comprehension of Text.

Building Russian Benchmark for Evaluation of Information Retrieval Models SQuAD: 100,000+ Questions for Machine Comprehension of Text

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T12:24:13.348370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddf866c6-4c9f-41ed-b7ee-118603c37094 · outbound

This paper cites RuBQ 2.0: an innovated Russian questi on answering dataset.

Building Russian Benchmark for Evaluation of Information Retrieval Models RuBQ 2.0: an innovated Russian questi on answering dataset

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:24:13.619653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5321c2e6-3625-45d7-9cd4-20ea33cde713 · outbound

This paper cites The Russian-focused embedders’ exploration: ruMTEB benchmark and Russian embedding model design.

Building Russian Benchmark for Evaluation of Information Retrieval Models The Russian-focused embedders’ exploration: ruMTEB benchmark and Russian embedding model design

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:24:13.603668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b85f163c-25ea-4b00-82d0-8edfbeb8d1bf · outbound

This paper cites BEIR: A Heterogeneous Benchmark f or Zero-shot Evalu- ation of Information Retrieval Models.

Building Russian Benchmark for Evaluation of Information Retrieval Models BEIR: A Heterogeneous Benchmark f or Zero-shot Evalu- ation of Information Retrieval Models

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:24:13.588915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1bd1d979-c19a-48f9-a79b-426313fb939c · outbound

This paper cites Multilingual E5 Text Embeddings: A Technical Report.

Building Russian Benchmark for Evaluation of Information Retrieval Models Multilingual E5 Text Embeddings: A Technical Report

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T12:24:13.365273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd35748d-4b3b-4aa6-8290-af17166f0037 · outbound

This paper cites Text Embeddings by Weakly-Supervised Contrastive Pre-training.

Building Russian Benchmark for Evaluation of Information Retrieval Models Text Embeddings by Weakly-Supervised Contrastive Pre-training

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T12:24:13.369580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 771d537f-cd0b-45de-8713-1b6e32a616ef · outbound

This paper cites BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Lan- guage.

Building Russian Benchmark for Evaluation of Information Retrieval Models BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Lan- guage

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:24:13.575213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 374f7a42-591c-477d-85c3-23a01a447cc4 · outbound

This paper cites Miracl: A multilingual retrieval da taset covering 18 diverse languages.

Building Russian Benchmark for Evaluation of Information Retrieval Models Miracl: A multilingual retrieval da taset covering 18 diverse languages

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:24:13.560442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2d12c0b2-c72e-4f78-a30e-f2c89aa4330b · outbound

This paper cites A Family of Pretrained Transf ormer Language Models for Russian.

Building Russian Benchmark for Evaluation of Information Retrieval Models A Family of Pretrained Transf ormer Language Models for Russian

Reference 29

Resolution: malformed identifier; raw_fallback, observed 2026-08-16T12:24:13.546283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

Observation a3d9a1ea-8ffe-464a-a1f1-0f48d126a708 · inbound

LLMs are Also Effective Embedding Models: An In-depth Overview cites this paper.

LLMs are Also Effective Embedding Models: An In-depth Overview Building Russian Benchmark for Evaluation of Information Retrieval Models

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-11T13:59:01.680794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04bc0397-2a1b-4dbc-b97c-0714ec1c99bc · inbound

Position: Text Embeddings Should Capture Implicit Semantics, Not Just Surface Meaning cites this paper.

Position: Text Embeddings Should Capture Implicit Semantics, Not Just Surface Meaning Building Russian Benchmark for Evaluation of Information Retrieval Models

Reference 48

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:18:39.766268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.