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Paper Citation Record · LEDGER

MIRB: Mathematical Information Retrieval Benchmark

As of 8 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 3 inbound Pith citation observations for arXiv:2505.15585.

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

pith.paper-citation-record.v1
2505.15585 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:19:59.286043Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T22:37:58.145219Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T03:09:44.154653Z

Reference resolution

54 of 54 outbound references displayed

  • verified exact1
  • verified fuzzy40
  • unresolved13
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4f5ee523-911d-449e-9c17-78ed3d9a93c4 · outbound

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

MIRB: Mathematical Information Retrieval Benchmark M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self- Knowledge Distillation

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:06.955657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:53.209712Z digest=sha256:223659ea65f5fdd6e96d8b628bd00095355b1e2f037cc7029d8433074164eb80

Observation cbd34b46-e496-476c-a1b2-183068ba01f3 · outbound

This paper cites Mathematical information retrieval: A review.ACM Computing Surveys, 57(3):1–34, 2024.

MIRB: Mathematical Information Retrieval Benchmark Mathematical information retrieval: A review.ACM Computing Surveys, 57(3):1–34, 2024

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:06.727562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:53.299972Z digest=sha256:1466f4abaa38bec288c81ff57c6498559f52db22bd47febdf0712ee8e550cd2f

Observation b8aeb335-0586-4710-9ee1-916d8bf4f76e · outbound

This paper cites The Lean 4 Theorem Prover and Programming Language.

MIRB: Mathematical Information Retrieval Benchmark The Lean 4 Theorem Prover and Programming Language

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:06.557933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:53.464062Z digest=sha256:7be8e712d8141ef74177fbceeabd3533b5b56714ee5a0f55850244d510b4939c

Observation ca2c489e-d020-4839-b98f-4e5a5aaad58f · outbound

This paper cites The Lean Theorem Prover (System Description).

MIRB: Mathematical Information Retrieval Benchmark The Lean Theorem Prover (System Description)

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:06.403172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:53.566525Z digest=sha256:6eb869c30b9620b13bab1f08e3247e49c1451787cd0a977a68005738820b207b

Observation 2634b842-3d98-4ce8-9bff-54679319958e · outbound

This paper cites Mmteb: Massive multilingual text embedding benchmark.arXiv preprint arXiv:2502.13595, 2025.

MIRB: Mathematical Information Retrieval Benchmark Mmteb: Massive multilingual text embedding benchmark.arXiv preprint arXiv:2502.13595, 2025

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T15:19:53.706392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:19:53.706392Z digest=sha256:3074925de7cd973f256c049a508cc668663f2840ef1d3fc0e87f0b0814a15889

Observation 85e0f3e2-cc8c-4c4c-beab-df54fb2fa4c9 · outbound

This paper cites A Semantic Search Engine for Mathlib4.

MIRB: Mathematical Information Retrieval Benchmark A Semantic Search Engine for Mathlib4

Reference 6

Resolution
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raw_fallback, observed 2026-08-07T15:20:06.179144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:53.801669Z digest=sha256:d5ea29feef0ad5f9eb0ebf778ff022654ecd4bd70faaac5c3a51d9ed34982a02

Observation 091a5040-212b-4b2a-aa42-7388280d6f18 · outbound

This paper cites The Math Retrieval System of ICST for NTCIR-12 MathIR Task.

MIRB: Mathematical Information Retrieval Benchmark The Math Retrieval System of ICST for NTCIR-12 MathIR Task

Reference 7

Resolution
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raw_fallback, observed 2026-08-07T15:20:05.971799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:53.936572Z digest=sha256:9f29c65fb4bb9d12e03335928136bcd766ff009f221c71fdc019cdfbdd332f08

Observation 250943c5-2dec-400f-80bb-0e52f4bbdac5 · outbound

This paper cites Verspoor, and Timothy Baldwin.

MIRB: Mathematical Information Retrieval Benchmark Verspoor, and Timothy Baldwin

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:05.706426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:54.056410Z digest=sha256:e4c9aba03e49135078e4a521e8ae7b802f344e5085377bca7c45a393ae8b7231

Observation 5b681c11-9b81-408e-b496-307d4ef4ac6f · outbound

This paper cites CoSQA: 20,000+ Web Queries for Code Search and Question Answering.

MIRB: Mathematical Information Retrieval Benchmark CoSQA: 20,000+ Web Queries for Code Search and Question Answering

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:05.506880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:54.161631Z digest=sha256:21cf10f512df30c9cab91c13033f633904d77eeede8b23b26f743f129969acf1

Observation d79d3976-efc8-4b30-837f-304985b0a209 · outbound

This paper cites CodeSearchNet Challenge: Evaluating the State of Semantic Code Search.

MIRB: Mathematical Information Retrieval Benchmark CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 10

Resolution
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no resolver link, observed 2026-08-07T15:19:54.356557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:19:54.356557Z digest=sha256:36beac9320a3a0310158d7a862f48790fddabc8398f7118255f72a1c36d882ab

Observation de08d1a9-9d9b-44a4-a17a-2f431b9a3af3 · outbound

This paper cites HolStep: A Machine Learning Dataset for Higher-order Logic Theorem Proving.

MIRB: Mathematical Information Retrieval Benchmark HolStep: A Machine Learning Dataset for Higher-order Logic Theorem Proving

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:05.309346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:54.484543Z digest=sha256:2a1282d5cd3811e3cb32cedf7dda2da39263bf01bdf8b1f7f7600b882aee9f50

Observation 0e6941d5-3139-4280-87e5-1b570e2f70f9 · outbound

This paper cites an unresolved cited work.

MIRB: Mathematical Information Retrieval Benchmark Unresolved cited work

Reference 12

Resolution
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raw_fallback, observed 2026-08-07T15:20:05.118938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:54.592088Z digest=sha256:3b74462be3d4c87b0100b9cc902b6704f9ae11030115db1866dfd09836db9597

Observation 80dfac8d-2732-439e-a074-e64526c5a820 · outbound

This paper cites ChemTEB: Chemical Text Embedding Benchmark, an Overview of Embedding Models Performance & Efficiency on a Specific Domain.

MIRB: Mathematical Information Retrieval Benchmark ChemTEB: Chemical Text Embedding Benchmark, an Overview of Embedding Models Performance & Efficiency on a Specific Domain

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T15:19:54.690593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:19:54.690593Z digest=sha256:a483a9c4df2bff51ebc6cd10e61c1530ef9f6a284ced8c2106e7abfd4e20f687

Observation d18549f7-f872-4f38-b528-ebfdce646b95 · outbound

This paper cites XCodeEval: An Execution-based Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval.

MIRB: Mathematical Information Retrieval Benchmark XCodeEval: An Execution-based Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:04.928854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:54.834029Z digest=sha256:82fdb209480acf79e956342adbc165ad627ac027e263270d1b56d530df1cdd74

Observation 411ce2d7-72e5-4c44-920b-194c59a6ce89 · outbound

This paper cites NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models.

MIRB: Mathematical Information Retrieval Benchmark NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:04.734441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:54.968215Z digest=sha256:233d5bdcf4db8876c276ed2f503785bea8b559348891a465b08a25cde68fa8fa

Observation 7f8cb483-46f3-490e-9eb3-3e6108a7cbc8 · outbound

This paper cites Gecko: Versatile Text Embeddings Distilled from Large Language Models.

MIRB: Mathematical Information Retrieval Benchmark Gecko: Versatile Text Embeddings Distilled from Large Language Models

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T15:19:55.104704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:19:55.104704Z digest=sha256:c0e029556c8cd187251b717e194fdf486bbae768953da8a811a74479f1fe687d

Observation 522079c7-d191-4956-8cfe-25b1865b781f · outbound

This paper cites CoIR: A Comprehensive Benchmark for Code Information Retrieval Models.

MIRB: Mathematical Information Retrieval Benchmark CoIR: A Comprehensive Benchmark for Code Information Retrieval Models

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T15:19:55.208020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:19:55.208020Z digest=sha256:e4b55e05b007289bbb23dcbb8f5ee4dbf48b8ebd1ff65280bb693a48069ad39d

Observation 3f3a8473-dcd5-469b-8da2-2e245ece08f3 · outbound

This paper cites AoE: Angle-optimized Embeddings for Semantic Textual Similarity.

MIRB: Mathematical Information Retrieval Benchmark AoE: Angle-optimized Embeddings for Semantic Textual Similarity

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:04.572355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:55.317191Z digest=sha256:c1c176202345c97164d43e30885cf2f18d530d31bd9c41b138d08c25165bb35b

Observation 634041c7-0219-48f9-bdf9-bce1a7b268fd · outbound

This paper cites Towards General Text Embeddings with Multi-stage Contrastive Learning.

MIRB: Mathematical Information Retrieval Benchmark Towards General Text Embeddings with Multi-stage Contrastive Learning

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T15:19:55.420748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:19:55.420748Z digest=sha256:bd508ee513b5e683c35bd85e685c8cf6b8885c5dbf10e8e47271887bdc0bff97

Observation 2d0f3192-c852-4e67-921a-e622e5d9c94d · outbound

This paper cites Oard, and Richard Zanibbi.

MIRB: Mathematical Information Retrieval Benchmark Oard, and Richard Zanibbi

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:04.329058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:55.532494Z digest=sha256:ba75602bb9bd292327a13dd7a24854556c3e9bdaa6e8b979f3c69cb84abb0f2b

Observation d1c68c87-4764-46bb-a659-d4de542b480f · outbound

This paper cites Oard, and Anurag Agarwal.

MIRB: Mathematical Information Retrieval Benchmark Oard, and Anurag Agarwal

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:04.192966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:55.639727Z digest=sha256:2d86537cabbcf6b33f0a07cab4f5bd57d895c8e9b4e6d100fdc879bfa4e68a4b

Observation 1e76f88a-bfff-40c7-ab02-dcb240d3f288 · outbound

This paper cites SFR-Embedding-2: Advanced Text Embedding with Multi-stage Training, 2024.

MIRB: Mathematical Information Retrieval Benchmark SFR-Embedding-2: Advanced Text Embedding with Multi-stage Training, 2024

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:04.006783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:55.747794Z digest=sha256:2ffb5a59113f65b8e56ab2d70d1e174a978db021455c21dce331621718cf0018

Observation 4806c2a8-0281-4b98-a43b-727e0497e206 · outbound

This paper cites SFR- Embedding-Mistral:Enhance Text Retrieval with Transfer Learning.

MIRB: Mathematical Information Retrieval Benchmark SFR- Embedding-Mistral:Enhance Text Retrieval with Transfer Learning

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:03.800434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:55.884979Z digest=sha256:807106eb6f41ac8a063eaeeb223c8dcf5400fbad62a03a5269fcdc2a62cc5201

Observation 20554604-decf-4d17-add9-078ae31f692f · outbound

This paper cites Jiang, Jin Peng Zhou, Christian Szegedy, Łukasz Kuci´nski, Piotr Miło´s, and Yuhuai Wu.

MIRB: Mathematical Information Retrieval Benchmark Jiang, Jin Peng Zhou, Christian Szegedy, Łukasz Kuci´nski, Piotr Miło´s, and Yuhuai Wu

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:03.590900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:55.975290Z digest=sha256:e1e0763a6339331835f7eceabe2b3ad6073db57a881ed5da7c45450543d4c0e2

Observation 18af573c-6496-484d-9119-3161efe2b892 · outbound

This paper cites Generative representational instruction tuning.

MIRB: Mathematical Information Retrieval Benchmark Generative representational instruction tuning

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T15:19:56.130335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:19:56.130335Z digest=sha256:6d3f2388d091879a9e577b0a9039e71152127b996e2961a2df7a535987a4fd85

Observation 62bb62c6-ed95-4b37-8493-80a2cac5d5d1 · outbound

This paper cites MTEB: Massive Text Embedding Benchmark.

MIRB: Mathematical Information Retrieval Benchmark MTEB: Massive Text Embedding Benchmark

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:03.391100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:56.240161Z digest=sha256:4d7ac961410bfd4f75a4df7bae709128fe948b4a35c27a114c3e3ecbb6426dcd

Observation f010d9d5-c98a-4a8b-bcc7-a608c73b199b · outbound

This paper cites Text and Code Embeddings by Contrastive Pre-Training.

MIRB: Mathematical Information Retrieval Benchmark Text and Code Embeddings by Contrastive Pre-Training

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T15:19:56.374852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:19:56.374852Z digest=sha256:0183ceffe2d4b939a382a964c64d8b43ec095385ade3e9ccd17469f82bfc0c8b

Observation b889815b-6ce4-4ae0-9217-48979f42235a · outbound

This paper cites Walker, S.

MIRB: Mathematical Information Retrieval Benchmark Walker, S

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:03.263743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:56.530727Z digest=sha256:181023ca06b849fa55a1be53dfd48f3b6af236bc6ce4e42eec05c69f587c8794

Observation f7bab992-c14b-49f3-80a2-d1f301ca5c3c · outbound

This paper cites The Probabilistic Relevance Framework: BM25 and Beyond.Found.

MIRB: Mathematical Information Retrieval Benchmark The Probabilistic Relevance Framework: BM25 and Beyond.Found

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T15:19:56.646034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:19:56.646034Z digest=sha256:8db69082f4639b050989a2879fda33dab93cc1ba7be8ff05b47446fb9e648216

Observation ddccdd3a-9fa9-4122-af80-aa966a5ab19c · outbound

This paper cites On information retrieval metrics designed for evaluation with incomplete relevance assessments.Information Retrieval, 11:447–470, 2008.

MIRB: Mathematical Information Retrieval Benchmark On information retrieval metrics designed for evaluation with incomplete relevance assessments.Information Retrieval, 11:447–470, 2008

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:03.101783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:56.753547Z digest=sha256:93125e6d28249011d722d51df70a9bb6b759fa0cd7a1d884b8025b86abf9f0e0

Observation bdd23a09-30b1-4f8e-b9c3-50a95fedb583 · outbound

This paper cites Smith, Luke Zettlemoyer, and Tao Yu.

MIRB: Mathematical Information Retrieval Benchmark Smith, Luke Zettlemoyer, and Tao Yu

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:02.980943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:56.888114Z digest=sha256:706180774ce1b9c09744e5db3106f1f998191089948347fb90db051d6c584740

Observation 43cb528c-165e-4a0a-9228-9325413cb7c4 · outbound

This paper cites BRIGHT: A Realistic and Challenging Benchmark for Reasoning- Intensive Retrieval.

MIRB: Mathematical Information Retrieval Benchmark BRIGHT: A Realistic and Challenging Benchmark for Reasoning- Intensive Retrieval

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:02.787819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:57.001521Z digest=sha256:cbc43edacd32d51e95617004c9c6f052526b9e37ea8c445e71fe42c28b46b6b4

Observation 2d28a792-8713-4592-a223-841b99f875a8 · outbound

This paper cites MAIR: A Massive Benchmark for Evaluating Instructed Retrieval.

MIRB: Mathematical Information Retrieval Benchmark MAIR: A Massive Benchmark for Evaluating Instructed Retrieval

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-08-07T15:19:59.530853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:57.106348Z digest=sha256:633405caa01bc7333981a39d9fac4f0284556f211300794b7047c95001b71a10

Observation cc1bad57-1984-4864-892f-38aab5cfc109 · outbound

This paper cites BEIR: A Heterogeneous Benchmark for Zero-shot Evaluation of Information Retrieval Models.

MIRB: Mathematical Information Retrieval Benchmark BEIR: A Heterogeneous Benchmark for Zero-shot Evaluation of Information Retrieval Models

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:02.635433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:57.190758Z digest=sha256:fccdc961a8318b00e871a5857caad87106deb8ba7ed988679feb05b0cc095572

Observation 64becf1d-d950-43f7-bede-48772d4d885b · outbound

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

MIRB: Mathematical Information Retrieval Benchmark Text Embeddings by Weakly-Supervised Contrastive Pre-training

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T15:19:57.321578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:19:57.321578Z digest=sha256:149bde6d38c7610c2985d79498a8da5f0ef49d1110247f2c1c6a050bc5c0db98

Observation b7fabc00-1d61-4b77-881b-a556090255c3 · outbound

This paper cites Improving Text Embeddings with Large Language Models.

MIRB: Mathematical Information Retrieval Benchmark Improving Text Embeddings with Large Language Models

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:02.492376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:57.416603Z digest=sha256:8db00b02512b4223f6487f91831465850aba3bafc2f1edf0f62e6d68d67878c7

Observation 676163f1-3bf5-4387-bd2d-70b76c6c3e51 · outbound

This paper cites NaturalProofs: Mathematical Theorem Proving in Natural Language.

MIRB: Mathematical Information Retrieval Benchmark NaturalProofs: Mathematical Theorem Proving in Natural Language

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:02.365365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:57.517297Z digest=sha256:a18c12c5b6a590bb30a6925da9583a611a07db14f3c887e2cdf8a973ce357f1b

Observation 9b26d90c-3fa6-4cd8-90da-69f1de879690 · outbound

This paper cites Naturalprover: Grounded mathematical proof generation with language models.Advances in Neural Informa- tion Processing Systems, 35:4913–4927, 2022.

MIRB: Mathematical Information Retrieval Benchmark Naturalprover: Grounded mathematical proof generation with language models.Advances in Neural Informa- tion Processing Systems, 35:4913–4927, 2022

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:02.237287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:57.612218Z digest=sha256:a7fbaf9d5c24bf2191f1fa53552ff8f10911dedfd69473c16c3f684f53210059

Observation ba3b5872-2e77-49e4-bfda-0950539c738f · outbound

This paper cites RAR-b: Reasoning as Retrieval Benchmark.

MIRB: Mathematical Information Retrieval Benchmark RAR-b: Reasoning as Retrieval Benchmark

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T15:19:57.719528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:19:57.719528Z digest=sha256:8b3d759a5c07655e227d24dfc876c27a94d737028fc28be967817bad176501d8

Observation 0144c539-4323-44f3-86aa-8cc7df4e4e5b · outbound

This paper cites C-Pack: Packed Resources For General Chinese Embeddings.

MIRB: Mathematical Information Retrieval Benchmark C-Pack: Packed Resources For General Chinese Embeddings

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:02.020382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:57.823338Z digest=sha256:d887e8b3d137e0b120b137611f27f1cc66d3d94c9700167a3c3811a0ecb21850

Observation f74beb2c-fbf7-4f46-93ba-0d3269b6bfe5 · outbound

This paper cites LeanDojo: Theorem Proving with Retrieval- Augmented Language Models.

MIRB: Mathematical Information Retrieval Benchmark LeanDojo: Theorem Proving with Retrieval- Augmented Language Models

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:01.864425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:57.947102Z digest=sha256:94f24c73425da95f3fbc38744efcd43a90d8fb651175307f8b251a89f98de5cc

Observation c0db3e97-c50a-424e-ae90-6a2dd3bbc1d2 · outbound

This paper cites NTCIR-12 MathIR Task Overview.

MIRB: Mathematical Information Retrieval Benchmark NTCIR-12 MathIR Task Overview

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:01.683930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:58.056407Z digest=sha256:f42732ab239a79c2e13046f59b3795e04fc98cef6b870fc20485718ac329d6e0

Observation 7f0b140a-84d2-4a3c-b4ff-f0305542b295 · outbound

This paper cites Recognition and retrieval of mathematical expressions.

MIRB: Mathematical Information Retrieval Benchmark Recognition and retrieval of mathematical expressions

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:01.528813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:58.149980Z digest=sha256:c58844bfe77f17758b4313cbce501db6361df4908973a5486126d11a3c19df53

Observation ac505b30-4e78-46f0-8c6d-458732b133a1 · outbound

This paper cites Mathematical information retrieval: Search and question answering.Foundations and Trends® in Information Retrieval, 19(1-2):1– 190, 2025.

MIRB: Mathematical Information Retrieval Benchmark Mathematical information retrieval: Search and question answering.Foundations and Trends® in Information Retrieval, 19(1-2):1– 190, 2025

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:01.408246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:58.261610Z digest=sha256:cafc42231e3c75228bd83a6cfa9de1fd6af05da4ced9d0c60f543e3d18ff82e5

Observation 06d6ed53-4f45-4bee-a6b2-1c6a78c8b032 · outbound

This paper cites Oard, Anurag Agarwal, and Behrooz Mansouri.

MIRB: Mathematical Information Retrieval Benchmark Oard, Anurag Agarwal, and Behrooz Mansouri

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:01.242309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:58.332878Z digest=sha256:93387a7456ddab2affafc8241b65fd5cd7b5f397e5a7a16a36456ff893eaeba3

Observation 32fbfe2a-8bc5-40dd-a567-fb83d9d917f2 · outbound

This paper cites One Blade for One Purpose: Advancing Math Information Retrieval using Hybrid Search.

MIRB: Mathematical Information Retrieval Benchmark One Blade for One Purpose: Advancing Math Information Retrieval using Hybrid Search

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:01.067785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:58.465239Z digest=sha256:170e1e40246dc55f799918abca9314f6536612ee1dc6510c7c88598790fd5e86

Observation c83f46c3-db05-480d-9658-e7d4501eea8b · outbound

This paper cites Lee Giles, and Richard Zanibbi.

MIRB: Mathematical Information Retrieval Benchmark Lee Giles, and Richard Zanibbi

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:00.877890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:58.566241Z digest=sha256:9836bd98a35b39bdf94ed1e1adb870671cce8a7aac1ae3c8677e2d31107ff271

Observation b07209d8-a79d-481d-8be8-6f848a427d94 · outbound

This paper cites Applying Structural and Dense Semantic Matching for the ARQMath Lab 2022, CLEF.

MIRB: Mathematical Information Retrieval Benchmark Applying Structural and Dense Semantic Matching for the ARQMath Lab 2022, CLEF

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:00.725752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:58.673404Z digest=sha256:4775c8317bb40b7850412a32ed9ee7fc4f1db01444cf2052d65e3f5b9f46f382

Observation 6b671a0f-0a92-4437-a8f5-a0722cafd571 · outbound

This paper cites Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval.

MIRB: Mathematical Information Retrieval Benchmark Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:00.544339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:58.828877Z digest=sha256:bfaad5ce7a988364a82a86f8e69e3a6a3c164c85a1c822c253f2a22e40c4c812

Observation 393ab0c1-1b17-44f4-85ed-9c71a9fcfc91 · outbound

This paper cites Structural Similarity Search for Formulas Using Leaf-Root Paths in Operator Subtrees.

MIRB: Mathematical Information Retrieval Benchmark Structural Similarity Search for Formulas Using Leaf-Root Paths in Operator Subtrees

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:00.380201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:58.935024Z digest=sha256:ba8090a7bbd1d157affa2977a306a10c66003816587da264843c621d6d6865c7

Observation 9305b670-e80c-41db-96f3-abe54d260c40 · outbound

This paper cites LongEmbed: Extending Embedding Models for Long Context Retrieval.

MIRB: Mathematical Information Retrieval Benchmark LongEmbed: Extending Embedding Models for Long Context Retrieval

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:00.226730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:59.039625Z digest=sha256:0cbb3ea64a906ea8ebdbc1c26a2075443a7a4fa430f9b6bead3f3d26d03a150f

Observation 09a682c7-ba6d-4d20-aa46-945e6e5980e1 · outbound

This paper cites ’c list" and ys ::.

MIRB: Mathematical Information Retrieval Benchmark ’c list" and ys ::

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:19:59.893574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:59.286043Z digest=sha256:cccf581f3f576b14e4a098a3c946360fabf43b0375b80cdafc1d65f02818c274

Observation ec71d64f-90af-4298-9856-e8649c9720fe · outbound

This paper cites an unresolved cited work.

MIRB: Mathematical Information Retrieval Benchmark Unresolved cited work

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-07T15:19:54.261872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:19:54.261872Z digest=sha256:3bb9a43087af445cf957ccbbed3a8b41a8f12d344d2b6b6195fbaa0464c4f16c

Observation 72574724-588b-4b94-84f3-47b544535de2 · outbound

This paper cites 14 A Dataset Examples In this section, we present examples of datasets from MIRB that are not included in the main text.

MIRB: Mathematical Information Retrieval Benchmark 14 A Dataset Examples In this section, we present examples of datasets from MIRB that are not included in the main text

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:20:00.075591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:19:59.198628Z digest=sha256:a663aff89d8af8432cccf1a506634b37a9a27f3eeed46f64a4a7901d9d6c996e

Pith citing papers

Observation 1d7c870d-94fa-4930-ad64-44155acaa919 · inbound

Benchmarking Information Retrieval Models on Complex Retrieval Tasks cites this paper.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks MIRB: Mathematical Information Retrieval Benchmark

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-04T22:37:58.145219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:37:58.145219Z digest=sha256:f2cf13a5704fcf06327ff8bc6605814fd571a86e8fb3e8cb68857c84420599f4

Observation 7802a168-6dc8-4f8b-afe0-d720213bac43 · inbound

LeanSearch v2: Global Premise Retrieval for Lean 4 Theorem Proving cites this paper.

LeanSearch v2: Global Premise Retrieval for Lean 4 Theorem Proving MIRB: Mathematical Information Retrieval Benchmark

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-14T18:32:34.160476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-14T18:32:24.957899Z digest=sha256:100b36352be53362e50aa69f6eab38cd5ab39a4e305991336100799ff60b1745

Observation 8b121b9c-beb1-4b7a-860b-7c0e67bf7732 · inbound

LeanSearch v2: Global Premise Retrieval for Lean 4 Theorem Proving cites this paper.

LeanSearch v2: Global Premise Retrieval for Lean 4 Theorem Proving MIRB: Mathematical Information Retrieval Benchmark

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-15T03:09:44.158973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-15T03:05:04.196270Z digest=sha256:1d1449a3e73a3735c48c37b99238541708cdc604c8738033265ffe226f21fd08