Pith. sign in

Paper Citation Record · LEDGER

MIRB: Mathematical Information Retrieval Benchmark

As of 19 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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:53.209712Z digest=sha256:c1a85d67ed4891c90e45d16fc5d6c111ca14fb7840e89b22fac755b011e127ba

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:53.299972Z digest=sha256:036011089b0bddc806209cb151d98fdf45a13d3da477fc6ff91c0b794f3be21f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:53.464062Z digest=sha256:4d0c2fbe28e6b5144422b601b7f87258f04a8b27175060e52ecafde36584549c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:53.566525Z digest=sha256:2c5c821a6cd6c87ce786b8928ef534c2e35eff8a0cefea90799cbd34a13adb44

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
verified fuzzy
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:53.801669Z digest=sha256:33dabdf9c2d6c8d630d83871c622857bcb6421340ded543a37b44c73e1d4ce04

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
verified fuzzy
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:53.936572Z digest=sha256:e0ab4c9290b613a87d93675a7d500c62841e2ad6b70fd184e8ae8c758125f1a7

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:54.056410Z digest=sha256:e0696d51006999c717061798dc1b4948d3c4d6b034a78b664be4d4c6b96425b1

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:54.161631Z digest=sha256:918d992b37fec74fd33e4a5aa578f560eff75842b8c5d69b860268f107a140ff

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
unresolved
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:54.484543Z digest=sha256:52687f7d99e6640132db1325bbbe2a60b05bbe1446ea64eced4ef19680a55248

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
unresolved
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:54.592088Z digest=sha256:f2d087b217b18fb08090da851103f9d05159d432db73b467516bb82949732b13

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=sha256:460f141ad88885243805915cad13fa30eb759fa1c788e49bfc57249ff6ca53f9

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:54.834029Z digest=sha256:1f2a1a62b9b162fc6e6dae3c417131fe47d6c0e0623ffdcfab37c44ecc365088

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:54.968215Z digest=sha256:631f60fc5f7a4ce9cc0da77bcc4dfe6688d6ff2f145b3c8897dd25e05d467b95

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
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=sha256:85706c19c03ba9f9de034d55330c18714601748d6bb6f446d25c01fe681f56e2

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:55.317191Z digest=sha256:29cfb4ea47a2800dacd3e438166f1940202deff958f7590f45280b7b2b61bfdf

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:55.532494Z digest=sha256:177f1b800e9c153eec268c088a3cc05b231d7b72a940e6c5229aa08d3c82845c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:55.639727Z digest=sha256:2f1f8be185b5ae81d1a59f620ef8578aff309b60d95cb0db84f920641fa591f4

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:55.747794Z digest=sha256:09c99e4770c785177229299de50e7afcf8e67875adb5d0e348a544ccac4fb6cb

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:55.884979Z digest=sha256:61f83814c690e33459559942c8dfab1387aaf465f22c044b0d4d68f3f8fda13d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:55.975290Z digest=sha256:2eb7a603345c94fc60b04cdb666495cfa5f672081f07fadf8afe0536c692065b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:56.240161Z digest=sha256:986210401e324ba3e68f2bdc4a7cc87eb2b81e5038b55fe6f7b09ca09a47b0cc

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:56.530727Z digest=sha256:c9d706dca8661b2617edb827f5a70f931fddbc22fe5dc64e0bbc7e6b6f85da70

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:56.753547Z digest=sha256:2120d6390b63e5440f035da56621c108ea53f97f43ff8f4e5416fcf0af08ce09

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:56.888114Z digest=sha256:c512378c7c495f68cce98a96849a1a2c9be2a7565952061046da0619b50fe252

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:57.001521Z digest=sha256:303408520cf6221d654d510e98a68c0222e172d8f2bc394aa710b9a221cfc709

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:57.106348Z digest=sha256:4d7bb55b14e7f70191f6387d45b95b25ed46e2b0a52158c7365e6257ffa525db

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:57.190758Z digest=sha256:4134b5ffbabbab8422d3ae5a3207b90bad7bf9c963b4a07ce13943eee6d6928e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:57.416603Z digest=sha256:b3be90f354b4f2f90760c90c72abd0abf5d788b321c5c026307c613d7cb07981

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:57.517297Z digest=sha256:8718158f2484f9c75d58bc2898dbd5bdf72db20fae03b1a836bf6c5199a2cc7b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:57.612218Z digest=sha256:5507348b85189a28b95cbee1403c94cbde1027bcfcafab5f3478d5eac64cf60d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:57.823338Z digest=sha256:d32413020156b579c031a0b7369a82bb8a0b6acb698ba2d4337b7e40943b84d4

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:57.947102Z digest=sha256:7b73e753a87730f012db1f7f71c04df3e12578a4412003427d405941528d451e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:58.056407Z digest=sha256:f53f730021c473ba30d099b6ae55b2d27cf037d2d7d6082ac864f6bb3df8059a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:58.149980Z digest=sha256:016a25a14e3f0f0ca5d9a5e50a716acb6f313ea8d379f23e6d18c87855480406

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:58.261610Z digest=sha256:4f6d540bad3ec2071ca450460e05eda7f99ca91e2addea96b4185981f02770bb

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:58.332878Z digest=sha256:1db1352585bbfa77ab8f1917cbd94ffe9e1f1abbe1459f791f0184c9e9211437

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:58.465239Z digest=sha256:09f8dc2448da2dd81c71b129323a1709bff04622a6bd61ad67f3000d810ea7be

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:58.566241Z digest=sha256:d833469f6e86bb54db995a7499bf61909b06b2ebb8e6064ed6b7aa781cccd55e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:58.673404Z digest=sha256:0b5ed4c02d8b4d95c8327f143615cb31ea65422c3439b233fa2225ee41d74f77

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:58.828877Z digest=sha256:11af5a49eb1c810c7ab899a51a862316118b5edfb064632579a6b06946c3bb6d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:58.935024Z digest=sha256:5fcca65e22872246ff58826719293491744e68f4120679c9134d4e615f12a271

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:59.039625Z digest=sha256:67c8681d4643e3d42851345a7369fd0bb1abd000f74626a7015d81647bfff72e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:59.286043Z digest=sha256:6d9da04e29e5bbca2f2c4243a2ee707967268f5ecfd6ba51dc07c213ed96d7d6

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T15:19:59.198628Z digest=sha256:8ed52ae7a868aed0d7109f9a6a0cb4550e71e8f05d40af1183a27fabea02d8df

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-14T18:32:24.957899Z digest=sha256:f427f5586b57f535874d6160089286fee322bee8e3a8139a26128bb4a75d30fa

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-15T03:05:04.196270Z digest=sha256:b5a15559f5e1497a7eaec5bce3e7a6421ad57306f6ba5cf202b13a958f1243ab