Paper Citation Record · LEDGER

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes

As of 20 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2412.10701.

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

pith.paper-citation-record.v1
2412.10701 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:49:32.192408Z

measured 37 of 37 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

37 of 37 outbound references displayed

verified exact0
verified fuzzy35
unresolved2
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fa0313ae-345a-46bd-be6d-1330705213e3 · outbound

This paper cites A cascade ranking model for efficient ranked retrieval,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes A cascade ranking model for efficient ranked retrieval,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.593882Z

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.

Observation 04756dc7-3dc5-472f-90e2-884cdba88909 · outbound

This paper cites Query evaluation: strategies and optimizations,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes Query evaluation: strategies and optimizations,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.583981Z

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.

Observation 696c0bf3-d6df-44d4-b48d-1f7f95ad8db0 · outbound

This paper cites Efficient query evaluation using a two-level retrieval process,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes Efficient query evaluation using a two-level retrieval process,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.573588Z

Source-reported events for the cited work

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Observation a937b3b1-3da3-4f2c-85b5-b1d00b9a11ca · outbound

This paper cites Faster top-k document retrieval using block-max indexes,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes Faster top-k document retrieval using block-max indexes,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.563447Z

Source-reported events for the cited work

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Observation c16876f8-d402-46cf-9b2a-89294e65f677 · outbound

This paper cites Optimizing top-k document retrieval strategies for block-max indexes,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes Optimizing top-k document retrieval strategies for block-max indexes,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.554562Z

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.

Observation c819f860-a2c1-48e6-bdb6-b1be3cd872df · outbound

This paper cites Heuristics to improve the BMW method and its variants,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes Heuristics to improve the BMW method and its variants,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.546579Z

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.

Observation 5b90b106-600c-40c9-a921-74017c790125 · outbound

This paper cites Faster blockmax wand with variable-sized blocks,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes Faster blockmax wand with variable-sized blocks,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.538265Z

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.

Observation 2fc3792e-70c5-4c67-8beb-61406af0c24a · outbound

This paper cites Accelerated query processing via similarity score prediction,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes Accelerated query processing via similarity score prediction,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.528225Z

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.

Observation 1d511280-e424-4516-b966-da00e5a9e7eb · outbound

This paper cites Split-lists and initial thresholds for wand- based search,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes Split-lists and initial thresholds for wand- based search,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.516894Z

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.

Observation e907e40f-eef1-4cc0-9885-ce3ffa0e0253 · outbound

This paper cites A candidate filtering mechanism for fast top-k query processing on modern cpus,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes A candidate filtering mechanism for fast top-k query processing on modern cpus,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.506741Z

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.

Observation bd36a20c-7524-49ab-9bf5-1ed07ead8c7a · outbound

This paper cites A comparison of top- k threshold estimation techniques for disjunctive query processing,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes A comparison of top- k threshold estimation techniques for disjunctive query processing,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.497896Z

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.

Observation 9e37b11d-9b47-45e3-8934-c08790c5eb7f · outbound

This paper cites Selective search: Efficient and effective search of large textual collections,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes Selective search: Efficient and effective search of large textual collections,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.487486Z

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.

Observation a48861b1-26b5-4dc7-8228-b35efa935230 · outbound

This paper cites Multi-tier architecture for web search engines,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes Multi-tier architecture for web search engines,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.476884Z

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.

Observation 1b9e62fb-85da-4e82-8cd1-949b7279d029 · outbound

This paper cites Optimal web-scale tiering as a flow problem,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes Optimal web-scale tiering as a flow problem,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.466178Z

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.

Observation d824179c-fa3c-4628-9548-a54d07d0d8d1 · outbound

This paper cites Efficiency trade-offs in two-tier web search systems,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes Efficiency trade-offs in two-tier web search systems,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.455057Z

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.

Observation a7b92868-039a-443b-8164-88b97c967d40 · outbound

This paper cites Taily: Shard selection using the tail of score distributions,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes Taily: Shard selection using the tail of score distributions,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.445854Z

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.

Observation 78cd7fcc-e072-4498-bd94-a00649c6266b · outbound

This paper cites Caching scores for faster query process- ing with dynamic pruning in search engines,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes Caching scores for faster query process- ing with dynamic pruning in search engines,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.436113Z

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.

Observation 81ecf668-6a97-41ee-a08f-21d0c384b8d1 · outbound

This paper cites Sushi: Scoring scaled samples for server selection,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes Sushi: Scoring scaled samples for server selection,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.425842Z

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.

Observation a6ee18fa-9ec9-4bbc-a5c8-be60959f5c66 · outbound

This paper cites Optimal aggregation algorithms for middleware,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes Optimal aggregation algorithms for middleware,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.416030Z

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.

Observation 525bee38-2d0f-41bd-b2d5-f8bdd7b82d54 · outbound

This paper cites Fast first-phase candidate generation for cascading rankers,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes Fast first-phase candidate generation for cascading rankers,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.405462Z

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.

Observation 83f3a1d8-14ac-4d43-b466-f58fcb807c91 · outbound

This paper cites From doc2query to doctttttquery,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes From doc2query to doctttttquery,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.393609Z

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.

Observation 3d13e6f9-5383-46a0-a3d4-846a796cdf9c · outbound

This paper cites Learning passage impacts for inverted indexes,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes Learning passage impacts for inverted indexes,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.382721Z

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.

Observation 0dd16db2-a8e6-4ef7-8a94-3c47e19efdad · outbound

This paper cites Shard ranking and cutoff estimation for topically partitioned collections,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes Shard ranking and cutoff estimation for topically partitioned collections,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.372230Z

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.

Observation e82fe47e-4d4c-4f7d-9d4b-63a1a2300b4a · outbound

This paper cites Using conjunctions for faster disjunctive top-k queries,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes Using conjunctions for faster disjunctive top-k queries,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.361521Z

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.

Observation c87a6f95-4841-495a-bc58-03c1fd57b125 · outbound

This paper cites Exploring the magic of wand,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes Exploring the magic of wand,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.350606Z

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.

Observation 7b2a1e25-a467-4870-91e7-82e22c05474b · outbound

This paper cites Fast disjunctive candidate generation using live block filtering,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes Fast disjunctive candidate generation using live block filtering,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.340798Z

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.

Observation aa6c9a18-dcab-45c7-89e5-3a41e84d9c7a · outbound

This paper cites COIL: revisit exact lexical match in information retrieval with contextualized inverted list,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes COIL: revisit exact lexical match in information retrieval with contextualized inverted list,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.330621Z

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.

Observation 7a31375f-2358-46a4-b44b-c22d79b7288d · outbound

This paper cites A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques

Reference 28

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Source-reported events for the cited work

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Observation 70b00dae-bf9c-49f3-bc2c-c417b60ee40b · outbound

This paper cites SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.320407Z

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.

Observation 016448dc-e1dd-47c5-8c66-b64d2c642ef4 · outbound

This paper cites Wacky Weights in Learned Sparse Representations and the Revenge of Score-at-a-Time Query Evaluation.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes Wacky Weights in Learned Sparse Representations and the Revenge of Score-at-a-Time Query Evaluation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T15:49:32.170574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc6a6a5c-5e09-43dc-9d64-352205e36e2d · outbound

This paper cites Faster learned sparse retrieval with guided traversal,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes Faster learned sparse retrieval with guided traversal,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.309591Z

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.

Observation 6749783b-d81b-48f1-a05f-e10d5eb3de63 · outbound

This paper cites Ioqp: A simple impact- ordered query processor written in rust,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes Ioqp: A simple impact- ordered query processor written in rust,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.297776Z

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.

Observation 36553a19-1207-4ddf-87b5-504c75931855 · outbound

This paper cites Accelerating learned sparse indexes via term impact decomposition,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes Accelerating learned sparse indexes via term impact decomposition,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.286095Z

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.

Observation 2151fbb8-db03-4e4b-88f6-a2955eecd9ef · outbound

This paper cites PISA: performant indexes and search for academia,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes PISA: performant indexes and search for academia,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.275477Z

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.

Observation be7dbf93-c217-4cbf-a021-aa0003547a0f · outbound

This paper cites Quasi-succinct indices,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes Quasi-succinct indices,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.264326Z

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.

Observation e0351b4e-6aa7-4152-b03c-34264402a50f · outbound

This paper cites Ms marco: A human generated machine reading compre- hension dataset,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes Ms marco: A human generated machine reading compre- hension dataset,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.254142Z

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.

Observation 9bd107ea-00ff-40c4-acc4-4d8be917cf38 · outbound

This paper cites A language modeling approach to information retrieval,.

Beyond Quantile Methods: Improved Top-K Threshold Estimation for Traditional and Learned Sparse Indexes A language modeling approach to information retrieval,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:49:32.243952Z

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.

Pith citing papers

No inbound Pith citation observations are available.