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Paper Citation Record · LEDGER

Benchmarking Information Retrieval Models on Complex Retrieval Tasks

As of 18 August 2026, this Paper Citation Record lists 95 of 95 outbound references and 5 inbound Pith citation observations for arXiv:2509.07253.

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

pith.paper-citation-record.v1
2509.07253 v1

Coverage vector

measured 95 of 95 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T22:37:58.353677Z

measured 100 of 100 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 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-15T03:05:04.196270Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T03:09:44.133776Z

Reference resolution

95 of 95 outbound references displayed

  • verified exact8
  • verified fuzzy10
  • unresolved67
  • parse uncertain0
  • malformed identifier5
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a6b0a099-544a-4ffa-88d5-71a68df7256f · outbound

This paper cites https://openai.com/index/introducing-o3-and-o4-mini/.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks https://openai.com/index/introducing-o3-and-o4-mini/

Reference 1

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no resolver link, observed 2026-08-04T22:37:57.994582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:37:57.994582Z digest=sha256:c45a6de69d1e89da6356c45dc1c4090ea8bb3008a0bdc6112775dba254a94220

Observation c9db6e22-39f5-4834-81a7-0176499a78d2 · outbound

This paper cites Saling, Mark Sanderson, Falk Scholer, Damiano Spina, and Ryen W.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Saling, Mark Sanderson, Falk Scholer, Damiano Spina, and Ryen W

Reference 2

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no resolver link, observed 2026-08-04T22:37:57.999007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:37:57.999007Z digest=sha256:774a7636189735f00adb5e153e59676642a2d34b909affb7a499d43baa789c3d

Observation a3388b82-1b94-4036-b8ec-07c3f5771476 · outbound

This paper cites Voorhees.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Voorhees

Reference 3

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no resolver link, observed 2026-08-04T22:37:58.003548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:37:58.003548Z digest=sha256:ed56c40631ba416fb2c4ccbaa52bbecff290cc21e37d223d7f24bb72954720fa

Observation 0c305690-add3-42c7-a11c-fcba777a1afa · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 4

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no resolver link, observed 2026-08-04T22:37:58.007610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:37:58.007610Z digest=sha256:b557bbbcd62270a6c7e980528e483dfb30028b96f3fa1ed9838db42ba84ecd1a

Observation e92a3797-9abc-406f-8697-acd87b98d709 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 5

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unresolved
no resolver link, observed 2026-08-04T22:37:58.011410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:37:58.011410Z digest=sha256:5b29b688377df88ddaf39eb76087ea2f3025626db2e227c6c8b07027b9c26c7e

Observation 5a9469e7-1255-4c1d-88ae-cf4a248c4abb · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 6

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unresolved
no resolver link, observed 2026-08-04T22:37:58.015196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:37:58.015196Z digest=sha256:bee0fd61020b62911c07d186d6fc10a93c9c7b282b8dd286623110e53f79236b

Observation 18d7da15-d28c-485d-8dcc-1fbec4ee8696 · outbound

This paper cites The document should be in the style and format mentioned in the first line of the information request.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks The document should be in the style and format mentioned in the first line of the information request

Reference 7

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no resolver link, observed 2026-08-04T22:37:58.019061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:37:58.019061Z digest=sha256:25fd63f263f0401662533524d46714fb039112fd023affb8f9ae5802dc7e7941

Observation 3001cd22-ac20-41c9-bc69-540c6af4fa21 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 8

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no resolver link, observed 2026-08-04T22:37:58.022964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:37:58.022964Z digest=sha256:79452a4a32774f31341e7da30e4a630e7bc800598e55ae3109528204fe184adf

Observation 7c507365-7a9d-43bc-b23f-bb0148bdad05 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 9

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unresolved
no resolver link, observed 2026-08-04T22:37:58.026822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:37:58.026822Z digest=sha256:d17b978ed9cb0fc05f3802c33fc87866791cff9f62581a927f64dd3a03536ddf

Observation 7f5bd124-0eef-4428-ab0a-a68ea5121a91 · outbound

This paper cites Information Request:<instruction> <query> Fig.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Information Request:<instruction> <query> Fig

Reference 10

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no resolver link, observed 2026-08-04T22:37:58.030939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:37:58.030939Z digest=sha256:2f9095808327752f8531cb29c3ef2ef5548debbb8c41768595683e3590a0485c

Observation 53bccee5-7b61-456b-9996-ff010305dd61 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 11

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no resolver link, observed 2026-08-04T22:37:58.035076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:37:58.035076Z digest=sha256:32556840961266059d898a1f204382142c0e8a2a2665452991a10004dda6a568

Observation a0240bed-35eb-4c06-b0ff-127d9d57305b · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 12

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no resolver link, observed 2026-08-04T22:37:58.038777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:37:58.038777Z digest=sha256:6b1761538870974101c571bbdae1c0f38969c26ecc00c9bf21c7a62f0d3b7a4d

Observation f0cedf1f-2316-43d1-afff-714ee7dfe795 · outbound

This paper cites Information Request:<instruction> <query> Fig.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Information Request:<instruction> <query> Fig

Reference 13

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no resolver link, observed 2026-08-04T22:37:58.042474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:37:58.042474Z digest=sha256:f6ebcd54bbd1f9638c7d101cf43252949cd2e7a06e8eb15eab8a3453f5f70c2a

Observation f282c2ec-db7e-4e1a-9e2d-49cabc7f2767 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 14

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no resolver link, observed 2026-08-04T22:37:58.046021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:37:58.046021Z digest=sha256:84c2530169e47c1a736714a5dcf72bfadf1bc9d64154211d5b546c60123a02ba

Observation d8ac2d14-d821-4d78-bc65-701ea838d014 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 15

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no resolver link, observed 2026-08-04T22:37:58.049857Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:37:58.049857Z digest=sha256:91ac0ec12f9ffefe11b134f014bd9e7085406224e2346e944141480c4327b155

Observation 2798aafb-8bde-47d9-afe0-74ec7fa02d45 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 16

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metadata mismatch
arxiv_id, observed 2026-08-04T22:37:59.140065Z

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=2026-08-04T22:37:58.054285Z digest=sha256:eb9b8a8119f92af8e00698f5dd32d1ebd35bb7da1ba4d4077513c8108c2be984

Observation cebfd818-c9c1-4740-8b49-5165423decd9 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 17

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no resolver link, observed 2026-08-04T22:37:58.057981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:37:58.057981Z digest=sha256:d424d16a148ea7c2936ace6af0b9fd082d11c5a2ec9d5d84611c941fcaaafa2b

Observation eb1839f4-8968-460c-a898-a81f8b09a4a1 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 18

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:37:58.061832Z digest=sha256:e7e04dde1bdca2e382db9e0748213f77871312fe7bcbb5d6413efcfc96f24624

Observation de3ca917-62b4-4b05-9067-907a4eefb110 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 19

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verified exact
doi, observed 2026-08-04T22:37:58.855497Z

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=2026-08-04T22:37:58.065530Z digest=sha256:6176ab5fb8a18b495215878b0048f12c8acd51742a56662a33a4c49a98f57c7c

Observation f029a1ff-2518-45d2-aa12-3950489d3708 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 20

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no resolver link, observed 2026-08-04T22:37:58.069227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:37:58.069227Z digest=sha256:f338052c497517836058d63fb2f594598beebcab2d5f60e43e0fa52e6a86dbbc

Observation 9350a411-70f2-405e-93f5-3720cfdf9193 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 21

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no resolver link, observed 2026-08-04T22:37:58.072969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:37:58.072969Z digest=sha256:b30fd868ef2fa382e8fdbfb699abacfa7795ce95726582520590dcce55383133

Observation 1fa9e96c-7ada-46b4-a5a1-89dae2ed8ebd · outbound

This paper cites Bennett, Fernando Diaz, Charlie Clarke, and Ellen M.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Bennett, Fernando Diaz, Charlie Clarke, and Ellen M

Reference 22

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verified fuzzy
raw_fallback, observed 2026-08-04T22:37:59.461552Z

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=2026-08-04T22:37:58.076670Z digest=sha256:070835dcb3eb0dbb435b257a5b13af9d23afed7f54cea5c729693ba475928eba

Observation f104ce4b-2294-4ce7-968a-e4db2ea42741 · outbound

This paper cites Bennett, Fernando Diaz, and Ellen M.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Bennett, Fernando Diaz, and Ellen M

Reference 23

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verified fuzzy
raw_fallback, observed 2026-08-04T22:37:59.447509Z

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=2026-08-04T22:37:58.080372Z digest=sha256:5f04a5b942d1111207a227cd5f48ba4c3e4d9304c7a2104fe35fec2098135fc7

Observation a56d5098-a325-4e97-a701-58dfd7ead754 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 24

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raw_fallback, observed 2026-08-04T22:37:59.434605Z

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=2026-08-04T22:37:58.084113Z digest=sha256:b85dccdf8bce3d93aecf6ad0146ae022cbe211a28cffbe0a59a4a23c54ee85f9

Observation e0f40ca3-e55f-4244-9e36-49c52aced602 · outbound

This paper cites Overview of the TREC 2019 deep learning track.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Overview of the TREC 2019 deep learning track

Reference 25

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source=pdf_text observed=2026-08-04T22:37:58.087765Z digest=sha256:8e3ef71c47e03bfd2f8cddde4e47f96451f48e3b852da59e32f4f907cdea6369

Observation 1262463e-3cf1-4c8f-9cb5-ce64b8e6709b · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 26

Resolution
metadata mismatch
arxiv_id, observed 2026-08-04T22:37:59.105376Z

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=2026-08-04T22:37:58.091690Z digest=sha256:380b45e32a02a6b36bb5e5ded7e1b71c244ce330cc37b57373d3c83e3162df3c

Observation 6178ca2b-f579-4834-a601-deb49330698f · outbound

This paper cites data.txt.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks data.txt

Reference 27

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verified fuzzy
raw_fallback, observed 2026-08-04T22:37:59.421447Z

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=2026-08-04T22:37:58.095415Z digest=sha256:e33a2107732a6400ecf869a5f451f7d655f759dad98974953017b17bd031555f

Observation 61a31514-7d1a-4607-bfa5-db68c00716a4 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 28

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:37:58.099118Z digest=sha256:e2047e4820431df0066317abd02a71aa73873973ca0c6d83c5d606f88013953c

Observation f310d7e2-0a3e-4545-8c5c-520eade255e3 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 29

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no resolver link, observed 2026-08-04T22:37:58.103266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:37:58.103266Z digest=sha256:8b9d56b225a6e53fe2f488d89e2b1a7ad18a1d52259471d0106ecaa90c676816

Observation fb38d1c3-6623-40d3-a86a-c66ea20df073 · outbound

This paper cites The Llama 3 Herd of Models.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks The Llama 3 Herd of Models

Reference 30

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no resolver link, observed 2026-08-04T22:37:58.107012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:37:58.107012Z digest=sha256:d8a4e51d190932ea2b8eadff43bd84b6ed060c122c003eb40129a330309c2721

Observation 6effa3af-da87-4e53-9052-d063e88b475a · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 31

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unresolved
raw_fallback, observed 2026-08-04T22:37:59.398151Z

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=2026-08-04T22:37:58.111360Z digest=sha256:d20df1f02001ed95ed97836c6506007825cad114686fe676d137dd02795fe371

Observation a6c75a89-250c-4284-98a3-0ccf888d0fa9 · outbound

This paper cites Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov

Reference 32

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malformed identifier
no resolver link, observed 2026-08-04T22:37:58.156780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:37:58.156780Z digest=sha256:564a5925f3aad4ea0088b23186a3aca28ec7a8060cff766eb2d5f19225a3a93c

Observation 974bd11f-c994-469d-b66e-d86ac9cd2715 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 33

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no resolver link, observed 2026-08-04T22:37:58.118845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:37:58.118845Z digest=sha256:4e2226100c78350605ff4f9383c7fb0fc72d0e67d071550d4462e6015c5533d7

Observation d8f5d642-3429-4583-b092-8bf8ec381608 · outbound

This paper cites ATEB: Evaluating and Improving Advanced NLP Tasks for Text Embedding Models.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks ATEB: Evaluating and Improving Advanced NLP Tasks for Text Embedding Models

Reference 34

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unresolved
no resolver link, observed 2026-08-04T22:37:58.122385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:37:58.122385Z digest=sha256:391c08b60fe84b094c64827cd619a0e803fde16b55fda3eb5e2e991fdb5f6c89

Observation f5055a3d-430f-48ce-88f4-1931ec5eb7ab · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 35

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unresolved
raw_fallback, observed 2026-08-04T22:37:59.367670Z

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.

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Observation dc5a3174-9230-42e1-a545-0cf21c2359f4 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 36

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unresolved
raw_fallback, observed 2026-08-04T22:37:59.354333Z

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=2026-08-04T22:37:58.130120Z digest=sha256:e8262b3cff5e874f7c1cc0e392ec94caf08dd6856496a3562180e98ee52f600f

Observation 2a4fbbf0-048e-4a8e-878a-9b0eac4da28e · outbound

This paper cites Query Expansion by Prompting Large Language Models.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Query Expansion by Prompting Large Language Models

Reference 37

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no resolver link, observed 2026-08-04T22:37:58.133713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:37:58.133713Z digest=sha256:30dea4679679d8e107dec666a5e467be2c84dc4878fd55e99f452efbd64ee229

Observation cd8c5ad2-b885-4b89-9f6b-2229ed7e5fa6 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 38

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no resolver link, observed 2026-08-04T22:37:58.137816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:37:58.137816Z digest=sha256:794e96808c6f10303b6a350d4d44887e3df566d0660dd6d5ce0056cd9b884a40

Observation e4e6fe35-a079-4b81-8475-7637124f9eec · outbound

This paper cites Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Reference 39

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source=pdf_text observed=2026-08-04T22:37:58.141216Z digest=sha256:25923c913be4adc9564490eafa62779aa930ca27ac26c8ccd4ba0f2eacdbe69d

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

This paper cites MIRB: Mathematical Information Retrieval Benchmark.

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

Reference 40

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source=pdf_text observed=2026-08-04T22:37:58.145219Z digest=sha256:9a5ffb26ae825dd57f9d5586a86614f6760f577d061bf2e7d59a6c5d95b6d13c

Observation cbcf92b2-ff45-4af3-a8ba-bbea1634f711 · outbound

This paper cites Gemma 3 Technical Report.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Gemma 3 Technical Report

Reference 41

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source=pdf_text observed=2026-08-04T22:37:58.148990Z digest=sha256:6b59b5f359cb2b74d06ff7eb64d6bd5b72034799d64408a38b4ed8d7053af5a5

Observation 546da676-b812-42e3-9725-8ce36342e1c8 · outbound

This paper cites What kind of car do you have?\.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks What kind of car do you have?\

Reference 42

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source=pdf_text observed=2026-08-04T22:37:58.152930Z digest=sha256:a2566e7cf72c0cb159606f8bfd658b07674e910e683f9ccf2ba551d57f1c66d2

Observation 564a745c-eebf-4744-860c-ca44f0f6dbd7 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 43

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source=pdf_text observed=2026-08-04T22:37:58.198508Z digest=sha256:15c2542b76e30cb91082a63d394b384e2f855b44f97a8219d25fbf1cffc72f93

Observation 898c3e4c-125b-4ec7-ad71-5b986a4cfb3e · outbound

This paper cites R2MED: A Benchmark for Reasoning-Driven Medical Retrieval.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks R2MED: A Benchmark for Reasoning-Driven Medical Retrieval

Reference 44

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source=pdf_text observed=2026-08-04T22:37:58.160620Z digest=sha256:c517c9e5b41fc4ea2fff2244b6f7c33d1acb4051011aff0e5e1581e59e9cb89b

Observation 751a7ddf-2318-45cc-98bd-738f33229552 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 45

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-04T22:37:58.164480Z digest=sha256:eb716e1e57bc8ce1d414be62dbd11cc8ae446961d420845b128f9e8a889a00ce

Observation 874ebbc1-95e6-4792-990e-9182d49d8dee · outbound

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

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Towards General Text Embeddings with Multi-stage Contrastive Learning

Reference 46

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source=pdf_text observed=2026-08-04T22:37:58.167990Z digest=sha256:3fa3080bea7caaee08c98611799df6368b9f9f89c9475846bdbf7fdf910894eb

Observation 7ce3f46c-ea78-4358-b355-913957f1c47f · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 47

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source=pdf_text observed=2026-08-04T22:37:58.171878Z digest=sha256:5cfc65703a0ebb4138f0f9083b5b824fe77f6eee05552df0e055faacf541dc5e

Observation 2f2809d2-d754-4722-982a-d114ffd9bc49 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 48

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source=pdf_text observed=2026-08-04T22:37:58.175700Z digest=sha256:3f0b1ea5ff014b96fb4436af477ba159972efeb88df8e3db43e92d18706bbb45

Observation 72c96f0c-0d77-402a-ae01-935b144aedf9 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 49

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source=pdf_text observed=2026-08-04T22:37:58.179466Z digest=sha256:7a7a655a46878a8ecee3eda67aaf54f6d750b05eb802e5f0fa6a3914d0009f91

Observation e25ebd1b-9701-4a54-a50e-f01910dbeed1 · outbound

This paper cites Generating Followup Questions for Interpretable Multi-hop Question Answering.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Generating Followup Questions for Interpretable Multi-hop Question Answering

Reference 50

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local_arxiv, observed 2026-08-04T22:37:59.044151Z

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source=pdf_text observed=2026-08-04T22:37:58.183304Z digest=sha256:a1b6a67bb5212cfee74b1c3a0fef32a4955950694efacffe2a3d475a8405433d

Observation da576560-0088-4053-9fc0-d3d4803d9f2f · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 51

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doi, observed 2026-08-04T22:37:58.658686Z

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source=pdf_text observed=2026-08-04T22:37:58.187405Z digest=sha256:75d97d276dc30abcb99deb25d66f3530d6d23ed53ade1fd8d66a35a0e3ae53c4

Observation a105d9ae-7f0b-4ed7-9853-587702869774 · outbound

This paper cites Reconstructing Context: Evaluating Advanced Chunking Strategies for Retrieval-Augmented Generation.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Reconstructing Context: Evaluating Advanced Chunking Strategies for Retrieval-Augmented Generation

Reference 52

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source=pdf_text observed=2026-08-04T22:37:58.191041Z digest=sha256:7f4673b22d697055bacfc0ee18cdfcd434b19552c600d54f054dee1c84142053

Observation d0764417-12ef-465d-b11d-5bcbc7f56dec · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 53

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source=pdf_text observed=2026-08-04T22:37:58.194772Z digest=sha256:e7a429a8379ac451afb2fd906b2834c0f2ba84d1738c3b1c0f4458834585d992

Observation 5c948f88-e58e-42c3-8b90-ea96e7be76cf · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 54

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source=pdf_text observed=2026-08-04T22:37:58.241004Z digest=sha256:975a1c7fc375b67f3d8b14cd9b5b06803719136c0e20a7663b7b9d859f5b1bdc

Observation 75abde6d-b68e-423e-9c2c-55101f175e32 · outbound

This paper cites Yang, Zachary DeVito, Martin Raison, Alykhan Tejani, Sasank Chilamkurthy, Benoit Steiner, Lu Fang, Junjie Bai, and Soumith Chintala.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Yang, Zachary DeVito, Martin Raison, Alykhan Tejani, Sasank Chilamkurthy, Benoit Steiner, Lu Fang, Junjie Bai, and Soumith Chintala

Reference 55

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source=pdf_text observed=2026-08-04T22:37:58.202305Z digest=sha256:57b4c8e55bcc0ed59a89d9d8538f8a80d38b840cf34f0d19ee6b6f9ef056b0cc

Observation 2c5aaf97-ea94-4026-9dad-a623088f2bbb · outbound

This paper cites VN-MTEB: Vietnamese Massive Text Embedding Benchmark.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks VN-MTEB: Vietnamese Massive Text Embedding Benchmark

Reference 56

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verified exact
local_arxiv, observed 2026-08-04T22:37:59.024385Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-04T22:37:58.205960Z digest=sha256:daed1d1b1eab6bbb18a469b88e6f0f5aeac5d64a7707a11f771abdae17c76132

Observation 2d68c8ac-6b11-4cc7-b26e-8c60c69a31b0 · outbound

This paper cites PL-MTEB: Polish Massive Text Embedding Benchmark.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks PL-MTEB: Polish Massive Text Embedding Benchmark

Reference 57

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source=pdf_text observed=2026-08-04T22:37:58.209885Z digest=sha256:1553a90585af964bce9cc346be96ec6e17632cab2aa7d48861e7d631f4af9304

Observation 471f71dc-1269-4349-90c5-b4cb81b94d47 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 58

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source=pdf_text observed=2026-08-04T22:37:58.214154Z digest=sha256:70eae51a1a1e184bbab24b6866c69d56ca926392cc0a20efde429f05f6dc83ef

Observation 575edfb3-37a3-4f32-8bcd-51ac987d2685 · outbound

This paper cites Arctic-Embed 2.0: Multilingual Retrieval Without Compromise.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Arctic-Embed 2.0: Multilingual Retrieval Without Compromise

Reference 59

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source=pdf_text observed=2026-08-04T22:37:58.218170Z digest=sha256:8478d3761ed6fcf795e74192675fbb8951fbbcb4acfb89d54b48a3d929b4adb9

Observation d1e268f8-16e8-46b8-aeb8-ca3ee6a3971c · outbound

This paper cites Voorhees, Lucy Lu Wang, and William R.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Voorhees, Lucy Lu Wang, and William R

Reference 60

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arxiv_id, observed 2026-08-04T22:37:58.974050Z

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source=pdf_text observed=2026-08-04T22:37:58.222083Z digest=sha256:987ea7146ee775085fcbf8d4509a8b63666294d1a27c51afdefc235e92074477

Observation 5578970e-42b9-4941-9ea3-757731b0f532 · outbound

This paper cites Voorhees, Steven Bedrick, and William R.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Voorhees, Steven Bedrick, and William R

Reference 61

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source=pdf_text observed=2026-08-04T22:37:58.225991Z digest=sha256:d50f2c5ef2628001ce9ab4a226a9fd12b9f3247819e1f81bf9832164474ef0ab

Observation 00243686-750e-4562-8105-3c66c6c84077 · outbound

This paper cites Robertson and Ian Soboroff.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Robertson and Ian Soboroff

Reference 62

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source=pdf_text observed=2026-08-04T22:37:58.229628Z digest=sha256:04944fb3b7b36763e6331d2a99c6c99e545e1216ce7d029b03366379e29305d6

Observation f37f5e75-d1c1-4199-9555-17091f23c3ee · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 63

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-04T22:37:58.233447Z digest=sha256:9bd0be301538697c27596a9d90405cd9992e7645c6bc2235d7f055c1c8e849cc

Observation 0947da87-7537-41d8-aecc-534b916aa643 · outbound

This paper cites ReasonIR: Training Retrievers for Reasoning Tasks.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks ReasonIR: Training Retrievers for Reasoning Tasks

Reference 64

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source=pdf_text observed=2026-08-04T22:37:58.236980Z digest=sha256:343cecc485922350e4fc224232a52a692771d0956ec0528a088c65d775572af8

Observation 5e0e7589-c596-4b15-a44b-ce0876cb3f0d · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 65

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-04T22:37:58.285468Z digest=sha256:90419571b03e0025366d385f7e5e72f14b03c547e30f19f16e35e6c8d8487407

Observation ea50013d-9d93-4d64-bc49-702c515acf38 · outbound

This paper cites R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning

Reference 66

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source=pdf_text observed=2026-08-04T22:37:58.244609Z digest=sha256:ee1275d1ea73ea41d3d9817cdd9fc231ebb869eabf4b35308ed39bef2ada393c

Observation 4fa794eb-6aa7-4a55-a748-8749a0831a25 · outbound

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

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Smith, Luke Zettlemoyer, and Tao Yu

Reference 67

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source=pdf_text observed=2026-08-04T22:37:58.248748Z digest=sha256:48002d96944c554b38c62d8b2f59324941dfc4baab3a9587ec8d385d6c4f69b0

Observation 75c0aa7b-4166-4e51-828f-da3e78f943a2 · outbound

This paper cites Siegel, Michael Tang, Ruoxi Sun, Jinsung Yoon, Sercan Ö.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Siegel, Michael Tang, Ruoxi Sun, Jinsung Yoon, Sercan Ö

Reference 68

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raw_fallback, observed 2026-08-04T22:37:59.240080Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-04T22:37:58.252355Z digest=sha256:6d7bb30fac3d5bd2976878d8c7b29f7dbe8e28807b3b7dea19ff6ff12f02f8db

Observation 7523e215-2d83-441c-af58-1819a79a2373 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 69

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source=pdf_text observed=2026-08-04T22:37:58.255731Z digest=sha256:206dfb4d685f62c5c4739cad62335eb7bcffa2657d3adc9caea31ee263952541

Observation 2ebfca8d-cfac-4bd1-a8a6-4fb5a48ff9e3 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 70

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source=pdf_text observed=2026-08-04T22:37:58.259531Z digest=sha256:2c5020e752dff853dd8b4f11757f366015525cbb241821c6e6e2e0fa53661209

Observation 0ee88d07-b339-4c25-91c5-e8063c62e681 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 71

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doi, observed 2026-08-04T22:37:58.547330Z

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source=pdf_text observed=2026-08-04T22:37:58.263393Z digest=sha256:e5c33076fefc8785d00168e14d726a434cba0e97fc6a8714b9a0491a03672466

Observation a4d786a6-a889-49db-bbf5-4869b8a78368 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 72

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source=pdf_text observed=2026-08-04T22:37:58.267074Z digest=sha256:0e8d6ec3aca06316c48fb22cb1a65f0c74586c3ad4d3e5913fb3205068678db7

Observation 2d41b01a-bb14-41e8-b8ec-ac059d41b39b · outbound

This paper cites Trippas, Sara Fahad Dawood Al Lawati, Joel Mackenzie, and Luke Gallagher.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Trippas, Sara Fahad Dawood Al Lawati, Joel Mackenzie, and Luke Gallagher

Reference 73

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source=pdf_text observed=2026-08-04T22:37:58.270618Z digest=sha256:e47ed07dc95293c90cefd7c82b432d2dc5dab5457504a9e3d1f3840d47d2ed1f

Observation caac792b-134e-4655-ac43-d28f943aa72a · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 74

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source=pdf_text observed=2026-08-04T22:37:58.274156Z digest=sha256:014e7bc1fa27c75039f7cac256e7a21ab83533f28e8533cc52825a7831472c37

Observation e32d33a7-d23d-43d8-90e2-b501e3808937 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 75

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no resolver link, observed 2026-08-04T22:37:58.277974Z

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source=pdf_text observed=2026-08-04T22:37:58.277974Z digest=sha256:0c15d33f8bd24334dc695068d049db377b5663d9ab7be92fbb4bcc0c962b749e

Observation 3f7c9e16-6562-42cc-ac68-d405bba00d18 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 76

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source=pdf_text observed=2026-08-04T22:37:58.281647Z digest=sha256:1f467019e3fdd3bcac769a6ffd709485a9971c3b9ff68e7eb43a968e76046106

Observation 4d15b8dc-176d-4600-b352-2f5f25e5ec34 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 77

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no resolver link, observed 2026-08-04T22:37:58.330693Z

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source=pdf_text observed=2026-08-04T22:37:58.330693Z digest=sha256:0f1906470b6989e93ab4bf0f9f20ed52c5263b8708c3d62c2547469cd1f1412e

Observation 1485659c-c0dd-4fde-9f4d-ef1bef886bc0 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 78

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Observation e6b75439-3fc7-40d2-9a82-4438b7f8e17f · outbound

This paper cites BIRCO: A Benchmark of Information Retrieval Tasks with Complex Objectives.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks BIRCO: A Benchmark of Information Retrieval Tasks with Complex Objectives

Reference 79

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source=pdf_text observed=2026-08-04T22:37:58.292987Z digest=sha256:6a8b0cf30b3f01a821d3cf5add149d5547f0f7d94827021075b93f4854e08995

Observation 2b8c3d9e-8b87-4b46-9798-d623c51f8a6f · outbound

This paper cites Le, Ed H.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Le, Ed H

Reference 80

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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=2026-08-04T22:37:58.296856Z digest=sha256:552cd90d92ed5233a8a6a8e7f8d33582e2bb924f8ef87ea9e37b458687d0b191

Observation 1c9c15c3-7bde-428a-b039-b619edc29777 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 81

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arxiv_id, observed 2026-08-04T22:37:58.937435Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-04T22:37:58.300390Z digest=sha256:b83f4788736fd94a634f213a464de5ea5805c27fc76c99cd0b8bac7088aee4ac

Observation 65864a15-2170-4854-8a0c-d6de06ab8451 · outbound

This paper cites Chi, Quoc V.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Chi, Quoc V

Reference 82

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source=pdf_text observed=2026-08-04T22:37:58.304039Z digest=sha256:a95720c165853494801dda63ff36659423ed2b46478da5c7075b123470d0c631

Observation 20163787-4cb7-4a0d-be49-3d8b5e81dfd8 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 83

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Observation 36460930-a8b1-4c70-990b-8ba8f5513c14 · outbound

This paper cites Lawrie, and Luca Soldaini.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Lawrie, and Luca Soldaini

Reference 84

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source=pdf_text observed=2026-08-04T22:37:58.311530Z digest=sha256:49f3d24259764d50baab8e54c4212844090fd48ec77d838e4ac10a4e6fc84199

Observation 50d60de5-73fc-4b5f-a152-02d92774e6b1 · outbound

This paper cites Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models

Reference 85

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no resolver link, observed 2026-08-04T22:37:58.315215Z

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source=pdf_text observed=2026-08-04T22:37:58.315215Z digest=sha256:a8799d730219c79c254fe634e1a4438df9f4e2c260af00527ce2a4d264ea0765

Observation 4cb6560b-b545-4998-a53b-8b500d61b913 · outbound

This paper cites Lawrie, and Benjamin Van Durme.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Lawrie, and Benjamin Van Durme

Reference 86

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raw_fallback, observed 2026-08-04T22:37:59.169070Z

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=2026-08-04T22:37:58.319149Z digest=sha256:8983a81f15c119e677fc1ec2894b13f6a52969d20b7ff8b86cb634ac843d7d42

Observation 83c493c8-7327-4827-9d3f-758fcd58c3f3 · outbound

This paper cites Rank1: Test-Time Compute for Reranking in Information Retrieval.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Rank1: Test-Time Compute for Reranking in Information Retrieval

Reference 87

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no resolver link, observed 2026-08-04T22:37:58.322861Z

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source=pdf_text observed=2026-08-04T22:37:58.322861Z digest=sha256:8048d5cb14265087455dac11a8b8c8b0e5a21870ba6a0cc02143f0d60b77e99b

Observation 498cc5dd-fe39-40b4-9410-7721d6cd9095 · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 88

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source=pdf_text observed=2026-08-04T22:37:58.326725Z digest=sha256:e0e23ea6969a61e8ac3fef4a546e7de31fd4b75d774791c2ba2e8c7c434170b1

Observation d31da775-6c12-4e3b-abc6-308ad312f73e · outbound

This paper cites Arctic-Embed 2.0: Multilingual Retrieval Without Compromise.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Arctic-Embed 2.0: Multilingual Retrieval Without Compromise

Reference 90

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no resolver link, observed 2026-08-04T22:37:58.334377Z

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source=pdf_text observed=2026-08-04T22:37:58.334377Z digest=sha256:1668c98977e81a06d2a24a88312514a350503391f571671b8c18cf13cccd9644

Observation 0695eaf2-22a4-4428-ac89-2e88ceadfc79 · outbound

This paper cites Scaling Sparse and Dense Retrieval in Decoder-Only LLMs.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Scaling Sparse and Dense Retrieval in Decoder-Only LLMs

Reference 91

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source=pdf_text observed=2026-08-04T22:37:58.338982Z digest=sha256:a499b2727f604ca30ac1ab2dd98f7a89bc98f730d2142d8ca5c2daf4dc894d6c

Observation 88df9d2e-9c74-4559-a54e-6a5b51fe2bee · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 92

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verified exact
doi, observed 2026-08-04T22:37:58.418573Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-04T22:37:58.342810Z digest=sha256:ee39e54b9437db1f77633089addda3a0d6816c1b91080b7db5eff91a0f63863f

Observation 6e023177-adbf-47ba-b534-159927fb0b73 · outbound

This paper cites Manning, Peter Henderson, and Daniel E.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Manning, Peter Henderson, and Daniel E

Reference 93

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arxiv_id, observed 2026-08-04T22:37:58.885117Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-04T22:37:58.346503Z digest=sha256:96ea3e20812f212dd6c9daa1aea95b8fb9ff949f9beff119486926809907eaf9

Observation 0c22ad5e-ac7b-4585-812c-74f87c814f80 · outbound

This paper cites an unresolved cited work.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Unresolved cited work

Reference 94

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-04T22:37:58.349972Z digest=sha256:fe386bb38dce6d12a4f5bfdedfb0f43718f03e6702008f43842b03721aab641e

Observation ebf58274-23e7-4d63-a4c9-aaa6c600a468 · outbound

This paper cites Rank-R1: Enhancing Reasoning in LLM-based Document Rerankers via Reinforcement Learning.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks Rank-R1: Enhancing Reasoning in LLM-based Document Rerankers via Reinforcement Learning

Reference 95

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unresolved
no resolver link, observed 2026-08-04T22:37:58.353677Z

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source=pdf_text observed=2026-08-04T22:37:58.353677Z digest=sha256:122d2615821930269c567650e963ca256946e49ff74498d1eb0736814c923e48

Observation a5a81166-15f8-4782-bb21-7af0d31e5dab · outbound

This paper cites InThe Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025.

Benchmarking Information Retrieval Models on Complex Retrieval Tasks InThe Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025

Reference 2025

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-04T22:37:58.115310Z digest=sha256:7a12f0474ea737e3f9bd2165b721c99b94e68f74a75cba92422b426699965dc0

Pith citing papers

Observation b069a409-5316-4834-871f-04fec633bd0e · inbound

Multilingual and Domain-Agnostic Tip-of-the-Tongue Query Generation for Simulated Evaluation cites this paper.

Multilingual and Domain-Agnostic Tip-of-the-Tongue Query Generation for Simulated Evaluation Benchmarking Information Retrieval Models on Complex Retrieval Tasks

Reference 25

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arxiv_id, observed 2026-05-09T23:04:18.159738Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-09T22:59:35.651020Z digest=sha256:88190c5920b082b6bcf488c9696b259129dd50c6649299f1e1d85fb983b738c9

Observation 24b1ba3f-5854-44bf-b998-44ba28049462 · inbound

Can QPP Choose the Right Query Variant? Evaluating Query Variant Selection for RAG Pipelines cites this paper.

Can QPP Choose the Right Query Variant? Evaluating Query Variant Selection for RAG Pipelines Benchmarking Information Retrieval Models on Complex Retrieval Tasks

Reference 48

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arxiv_id, observed 2026-05-11T20:06:10.080462Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-08T10:18:59.759192Z digest=sha256:ff0a37a9140ec0ef2fb81558900eeb0fcfa54b7b3b6b155200ed66fae57ca554

Observation 85e58383-81cb-4303-8ff8-e99e66c9435f · inbound

Reproducing Adaptive Reranking for Reasoning-Intensive IR cites this paper.

Reproducing Adaptive Reranking for Reasoning-Intensive IR Benchmarking Information Retrieval Models on Complex Retrieval Tasks

Reference 16

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arxiv_id, observed 2026-05-12T10:01:29.361580Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-07T08:08:06.342207Z digest=sha256:06b5179f7139fa433ba4e2c3dc2247480c29b3d347a426cf47b66127c875ef15

Observation 229d590e-f808-43f2-82b4-840d3eaea75c · inbound

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

LeanSearch v2: Global Premise Retrieval for Lean 4 Theorem Proving Benchmarking Information Retrieval Models on Complex Retrieval Tasks

Reference 11

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arxiv_id, observed 2026-05-14T18:32:34.097138Z

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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=sha256:79ddd4fc57b74b316a163f92b3220f55f38678c02957f95bdfc601e68883034e

Observation 2764bb9e-2a83-472f-8a52-4ca4a1300898 · inbound

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

LeanSearch v2: Global Premise Retrieval for Lean 4 Theorem Proving Benchmarking Information Retrieval Models on Complex Retrieval Tasks

Reference 11

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arxiv_id, observed 2026-05-15T03:09:44.138324Z

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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=sha256:02c0947e1d337e3bd1bedbb63b0d467a05bc2ed0fb9a763caf03618250310558