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Paper Citation Record · LEDGER

MIRB: Mathematical Information Retrieval Benchmark

As of 20 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 2026-08-20T06:33:59.587034+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

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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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:53.209712Z digest=sha256:b4023eef40dda9e0756eb37c3842e71900a2dc8b2907c1dfb04ee7af52cf1491

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:53.299972Z digest=sha256:242dd1c35bfbdb17ea41b356af4cb22351e4f8d0eef9943c2eda7c0d11aeef4c

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

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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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:53.464062Z digest=sha256:ae505a75909576f0a9a970bbe5fb184aad7318b2c2e7163a0a42a6ca2833befd

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

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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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:53.566525Z digest=sha256:b0616f6cf6905e3faa9247f03d0e35626f11064f0424c69a17597656f1f27d04

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:d0a3877cfc0357643be3ebd53d879bbfe482330d2bfdfc9c2749a6fa5b5193ee

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:53.801669Z digest=sha256:4343cb8114192ed288beb40758857994441d1530bd95acb76275fc4950a0c612

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

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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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:53.936572Z digest=sha256:2a496f49f647d81c590a357aa7748bda528af3d0483aa77e56e298c6590d53cc

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

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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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:54.056410Z digest=sha256:f40b15565e9b901c2082e1816ba667ae3f1be8f1a0fc004b551deeeba7ef0313

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:54.161631Z digest=sha256:ba853b28800342de6d77b0d92b309d152f7cf2e942bcc9fbdf58bb5aad492e0c

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

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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:b763e3ef34f7e5987958c8f356a27f6fe0b5f41e98761da0d2d153d13382c08f

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:54.484543Z digest=sha256:47c57263d72471e600d9fe1d0422ee232152bc6a7089c7c80162d8a334d8f6d7

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:54.592088Z digest=sha256:c64843111784bac35ce4d55d9b950ccfdd203d6e1f17f74d1617cc1d5782de2a

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
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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=sha256:460f141ad88885243805915cad13fa30eb759fa1c788e49bfc57249ff6ca53f9

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:54.834029Z digest=sha256:88d5fcb7b26b5350e259e649130d63b44a71dc0a7f36c1e013fdf8b8fbee282c

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:54.968215Z digest=sha256:edda6cc454363b5b58130571f8ebd5d7bf7d16d0f280246f9c2869be4de9a272

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=sha256:891b0a82c95466a4caf4beca4e0e209cd5afd504a5d940f90a8962ff6ae9452a

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
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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=sha256:7d9797eaa37903caba89bd5b894257ea1aecd1112f5e3832f80e4290344ec48b

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:55.317191Z digest=sha256:22d2d9d078aa123b8c63cf15a79fd53b0521db0b09f13283c087654bd7ee5d24

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=sha256:53eda43a9446857260ea67c1f2a05752a4143d7fc51f2d9bd437204ec92843ad

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:55.532494Z digest=sha256:45217790acc5de9a94c6051617a489241d172912f59019461ccef2934c361517

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:55.639727Z digest=sha256:b7fa7aaba56889f3b7b705b52e0646672dc3b43e9cfe68c2d2babaef6085729b

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:55.747794Z digest=sha256:fa89e92cf3f395a7a2d2189580ba04cf6c0c61913e66be96a9bea6435e57e6bc

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:55.884979Z digest=sha256:aba000c794de1ad2ae721de67c0146dafa4422700436b35a0acda73c1e3794b8

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:55.975290Z digest=sha256:5396eb05052d0f9d8d9710038d0f8ec62c11ac433c744aaf74036d0fa6b2501c

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:de283f56d4d70b5a359b85c1370e1e21b0ec3b36d68d64ae247950971aeb65d1

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:56.240161Z digest=sha256:17121e79479beb08be201488a950fc06705d324b7851d47a25789ec5f33286c3

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=sha256:05bce2298239128b08c918305640c057be87c0295ee594e942eeba63c404ca4c

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:56.530727Z digest=sha256:311ee5301ff173a184c16f002a94cf1d49a7d06b39706e127c176e599613bba8

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:f911eae6b2ac3e04765de7793993de41509e9c9ba6c56193c16f39d060b0ff82

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:56.753547Z digest=sha256:a8d71706c2f7e1ff6ff212c357b1806bea48bce06efa5ff6314f98bcfeaf2276

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:56.888114Z digest=sha256:bdf975462c2e2c301d89069388a978ca74a31ba50dd12e4927eca064aa6af7d1

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:57.001521Z digest=sha256:72a7a66f00e9932d3bafdd6eb4da5868530d247a56271587fef994899a1231ce

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:57.106348Z digest=sha256:5f1191e43d66dc0cec62e0f7759d355e784cd1d1d6d9dc21330b10ec159220df

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:57.190758Z digest=sha256:6a720166647310e95e81510fd6e8f38c62c7a1e445707c07d584ab614f47502d

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=sha256:47b2badc13d23a59499b367de2d4b98799811892e7e0f12fcbb898ff97303d83

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:57.416603Z digest=sha256:0e31c0b24e8b7ba0977b994e6a776fefedc2b2441883e07c81e8852467ebe4cf

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:57.517297Z digest=sha256:8ad6b7a1659767107436e6c33f0468827d50dac7c995970ae2741b513e557ba2

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:57.612218Z digest=sha256:331585ae151c4cf4f1ad2443087ef2c17f81bda5179070f554d75801cb20c626

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=sha256:12e55c78f85f8a4c7292652ec9d51fd46e8ff0e2cdfa5baf1dfdad1b73af1320

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:57.823338Z digest=sha256:64c18b451c21f1a6210f4c9e39c5a51ef376aadf12e4bc17759665c701fb0f07

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:57.947102Z digest=sha256:abe0447aef2d92f1ee7a8e4c1d1d142d072fc247c62a5978c06ca3e6538f2487

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:58.056407Z digest=sha256:c83f2c89cbb0e203f4e9148f6244ad4e5a9c8eb3414e7706b83ef7e580f96c09

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:58.149980Z digest=sha256:17c3160d9ab77cb25badf7cee222167e21ef3f8fdef95dd70e2bc7c07db631b2

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:58.261610Z digest=sha256:24796b9df233081f588f98b743cd25202a2f1df296f8f9362b9275c1a5d1fd9e

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:58.332878Z digest=sha256:37f24584b891463830196c3ffb7a257556dfa6e57d4c1774694b59119b285d11

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:58.465239Z digest=sha256:742d22bf3f21b683c466d25444bf39cabfb09fa0cbbbbe98053ef82dab176910

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:58.566241Z digest=sha256:f3107ee184fb744dac11b402a81340da2cf55e037167fec30674ffb247630468

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:58.673404Z digest=sha256:9cd6461d6db784ae5ce09c9bdb011f7ab4d0163798c50619202265171a741901

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:58.828877Z digest=sha256:a7d348520b7c4abf8deaab4ad1f4e1da1ef8de76b2c4897841c6d6980d605ddc

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:58.935024Z digest=sha256:53b9c57eecb7c5493dac717bcd5d380b3693c6107644e776b756f90676dd90bf

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:59.039625Z digest=sha256:b777e27a8cd5ce86df924ddce47b2e185d809fa4c7992e54a16a74df42cd3c4d

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:59.286043Z digest=sha256:78bf28b7823ecab4782cb7bf4aefd02b4f998a529726a0becafb0904fa689135

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=sha256:2cf416ab73473ae8b9ea1b2a298864c69d07c663693859b7d492fff9b9450e4d

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-07T15:19:59.198628Z digest=sha256:552f904befe05cf100b4e74d45facf3131ff2eb51dc0df5a1ec06fb1b7115dbb

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=sha256:9a5ffb26ae825dd57f9d5586a86614f6760f577d061bf2e7d59a6c5d95b6d13c

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-14T18:32:24.957899Z digest=sha256:2b68028a4f4e97559b8b07b7bbf87ab8e9f901b7618a647af5291396ef364d3b

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 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-15T03:05:04.196270Z digest=sha256:bcb66ea673766bfbbfab22e4eb2ebd01c40c6776ad429e02bd4762fecce39051