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Paper Citation Record · LEDGER

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations

As of 8 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2608.06305.

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

pith.paper-citation-record.v1
2608.06305 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:57:29.561883Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

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

measured 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

52 of 52 outbound references displayed

  • verified exact0
  • verified fuzzy24
  • unresolved28
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7618776d-ee2d-4f43-9812-b0aebcacdeb0 · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive NLP tasks , year =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Retrieval-augmented generation for knowledge-intensive NLP tasks , year =

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T05:57:26.924157Z digest=sha256:671c1fd0d19c106f7c3651ca8c3b22bbb26c15ba887cfdf7ec4aaae124728cae

Observation e4c2fd3e-8c87-4c2d-b8cf-c1012de1bd29 · outbound

This paper cites 2024 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2024 , eprint =

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T05:57:27.110849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:27.110849Z digest=sha256:4cbc13d3ca8eda7bfed4c39520f71771337b33322ce53d9b25685e1f2c3eca05

Observation 011e5e97-e33d-40b3-a0a0-171b552cfafb · outbound

This paper cites and Jones, S.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations and Jones, S

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.890007Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T05:57:27.201463Z digest=sha256:346665ad6e77ff06f43f3f02224540f996e73d24b73cea359267a0e48e87bf0b

Observation c24914dc-725d-4b17-882e-841c4409d6d1 · outbound

This paper cites 2021 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2021 , eprint =

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.873913Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T05:57:27.267062Z digest=sha256:bbcb2aa1f22d9e97a600f367304ae6740da826f68b6c09a5135a746537ce7c8d

Observation 7ebf3d30-6bac-4406-8f1d-dcd33fdc5965 · outbound

This paper cites 2022 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2022 , eprint =

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.856701Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T05:57:27.489713Z digest=sha256:62865427cdd6f1e17314310c03365ab28fd0c2e2af379323bd0bf78c2ce1d9d5

Observation 4819b845-4f1d-4fff-a358-4ce31f1d938b · outbound

This paper cites an unresolved cited work.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:57:30.841615Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T05:57:27.724617Z digest=sha256:678cb77d3f66b6c0a0f16515346e21f665cdd75185a2f447cba6cdf87726342c

Observation 3b4478d2-6d9e-4e0e-93a0-677f71827fdd · outbound

This paper cites 2023 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2023 , eprint =

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T05:57:27.786123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:27.786123Z digest=sha256:56682541f62d55ed738f68d70bde1f73ce2a1cad77d7abae00179034aa01fb6a

Observation b3ce770f-38aa-4db1-9b4b-46b05b4a406b · outbound

This paper cites 2020 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2020 , eprint =

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.812704Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T05:57:27.845850Z digest=sha256:acd42458d7d8f5fef62b6716d140e443f22159cdd7fd8ad28dfef70f314c51e4

Observation a17c60eb-9b87-4165-b2eb-a130e6ee2d6a · outbound

This paper cites 2023 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2023 , eprint =

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.796112Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T05:57:27.896126Z digest=sha256:7a3e17b5dafab0131cfb494e83eef8ff604ea618ad152cce9ea92e86bd443aff

Observation 19329601-e469-46f4-ac42-58ae9a240f8c · outbound

This paper cites 2023 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2023 , eprint =

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T05:57:27.951575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:27.951575Z digest=sha256:f9d5c57055330d04df18d688df8a1134862908bec9b02085b0747e5f16160202

Observation f6bc679a-5c2d-491f-a288-1865607e96e9 · outbound

This paper cites Toolformer: language models can teach themselves to use tools , year =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Toolformer: language models can teach themselves to use tools , year =

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.761848Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T05:57:28.006947Z digest=sha256:237c9a395b1acb1c78ea52d76adb28e9a7de8df156c7bfe266bdd05d39450976

Observation 96453eeb-230b-42fb-ac38-e4a6eb499b86 · outbound

This paper cites 2021 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2021 , eprint =

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T05:57:28.056294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:28.056294Z digest=sha256:9b760d09af4602e84e1f2b5fc1f60362653f8b8d1668990e602837d67ffb2de8

Observation 07f67718-995e-4748-92a6-276f22bfed3d · outbound

This paper cites SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering , abstract =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering , abstract =

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.728278Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T05:57:28.117517Z digest=sha256:aae118c484a47b9e4dc0cd53c1e9c8365860c8fb9cfd9e71a96eda0505ec37d9

Observation 1e9291f9-a698-407d-97d4-007ecc0829db · outbound

This paper cites 2024 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2024 , eprint =

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.709976Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T05:57:28.168619Z digest=sha256:af95832f1bf2e99887dcff6943550acd3161a270f729b1cce8f282558952af0f

Observation 63e62907-4ff5-4325-9966-021dd991113e · outbound

This paper cites 2024 , howpublished =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2024 , howpublished =

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T05:57:28.231367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:28.231367Z digest=sha256:c1f66c00f7d0997816f7372173879911ba026df8db8f280dd8e878e0d34046b6

Observation fd7cf8b4-7352-4818-9790-606e72203ff2 · outbound

This paper cites 2026 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2026 , eprint =

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.679241Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T05:57:28.296055Z digest=sha256:445e634f1d01d5d3ce0302eb2dd1d8841516cdad219163f314cde79306a4b424

Observation f04dd5c4-5b78-4f24-b87a-b60e3043596a · outbound

This paper cites 2026 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2026 , eprint =

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.659419Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T05:57:28.360808Z digest=sha256:da6e99f994dab52d9dc0d19322525d379d897ebdf70c81669ab7deecd5300a30

Observation 4e506631-3a31-4e40-88ff-a938562d346f · outbound

This paper cites 2026 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2026 , eprint =

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.644939Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T05:57:28.432236Z digest=sha256:9cab2a458f6fb288fa250fa2e4b58128d8f1817efbce1ff8ab49920f9922bedc

Observation 5b771da6-41a8-4283-8f8a-1236b1db36b7 · outbound

This paper cites Grep vs Graph: Agentic Search Is Powerful, but Enterprise.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Grep vs Graph: Agentic Search Is Powerful, but Enterprise

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.630191Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T05:57:28.496738Z digest=sha256:db3a41d745eed92a4e794ab80c3c40e6a8c63225655c2a9bd003d4fec759fd67

Observation 3b3a7ef0-00fb-4b0f-a45e-23aa62bd7766 · outbound

This paper cites 2026 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2026 , eprint =

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.615086Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T05:57:28.608431Z digest=sha256:72c960c0d9ab0f8b720e7e4b49a238f113ad53a190ab49db739e8d9258a7a91d

Observation 8a1bd88e-b396-4857-a884-132812caacd3 · outbound

This paper cites 2025 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2025 , eprint =

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.599781Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T05:57:28.664065Z digest=sha256:486c37690e41836bab0d6955a331d572b6230b1ba0d78cc7ed5433cb33827f31

Observation ecc0ee7a-fd99-4ff4-9188-0f56c73faac4 · outbound

This paper cites 2025 , eprint =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2025 , eprint =

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.583120Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T05:57:28.718200Z digest=sha256:0ebc848449a9ae8640757ecf155233fab796c059124384cda7a259ebab2a7b38

Observation 87c91c8d-00a2-4693-9935-009bc6939b43 · outbound

This paper cites , editor =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations , editor =

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T05:57:28.780619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:28.780619Z digest=sha256:ad3a3637d18d6cc365d2c0962b7d3e2f8c80c969eca6d37509747c1b3640159a

Observation d3e2a2d4-1141-4dca-9769-2076c4093c98 · outbound

This paper cites 2025 , howpublished =.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations 2025 , howpublished =

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.567161Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T05:57:28.841294Z digest=sha256:d6b4477b3857bcc61f1128b6a672ed1f08c361f6536597452b676beb566c9f23

Observation f772d003-e6b7-442c-96cb-ec77b5c69cdd · outbound

This paper cites Introducing the Model Context Protocol.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Introducing the Model Context Protocol

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.545849Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T05:57:28.927462Z digest=sha256:1dd2d5ff56e6c737933d556a99785c2a07fbbb6e8a3764b6f324dc4dbee39a2d

Observation f387594a-6d8d-4b7b-8fa7-5284e86278f1 · outbound

This paper cites Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering

Reference 33

Resolution
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no resolver link, observed 2026-08-07T05:57:28.993648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:28.993648Z digest=sha256:0dd9ba1c95bbbc48d8b17da293b15d4e935ee061d056e58d189eb3468a4c661e

Observation e8ec976d-cb30-4be0-a4d8-ffbdfe25fd62 · outbound

This paper cites Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T05:57:29.113654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.113654Z digest=sha256:e4922f19a214b03104d5f52d5ad91fdf5c470249e1672865ee0939d6abc2ac6b

Observation c0385d57-f6ac-4319-99fd-692b1a0c2396 · outbound

This paper cites How is ChatGPT 's behavior changing over time? Harvard Data Science Review, 6 0 (2), mar 12 2024.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations How is ChatGPT 's behavior changing over time? Harvard Data Science Review, 6 0 (2), mar 12 2024

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.529616Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T05:57:29.169058Z digest=sha256:107cd7afa6388147bf028d5f0f61e972d6b4513c45e50ee455563e1d036fd3fc

Observation 8fab6ec5-c228-4af8-87f1-66f58e6a8a60 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Evaluating Large Language Models Trained on Code

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T05:57:29.247951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.247951Z digest=sha256:94227b50e4f0afb40820b86ca845292626cbefae0f9e9378127fb2329c98db77

Observation 47e0117b-9850-4bd5-a0ec-a76bf2db835b · outbound

This paper cites Finance accounts 2024--25, volume i.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Finance accounts 2024--25, volume i

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.510068Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T05:57:29.334183Z digest=sha256:9556c18372b7e50e859f19c602238eba7713b13cb7df0916ccbce57ee20ed68f

Observation cd7d6cfc-a24b-4350-ae9c-cd6572e863a0 · outbound

This paper cites V., Clarke, C.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations V., Clarke, C

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T05:57:29.378975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.378975Z digest=sha256:f8b2c9bba889c1cdc7accbdb4260ee4d3b5eb2717d0d184af7b70a567d5fe8f8

Observation 97e78277-3113-4c94-bdca-a758c98a6a93 · outbound

This paper cites Encoding spreadsheets for large language models.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Encoding spreadsheets for large language models

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T05:57:29.449024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.449024Z digest=sha256:6679bf97b0b67007c1b0fedb248e4f9167efb786ed3d87765c4e26ef82d07b73

Observation b2270281-2c8e-471f-a199-47ea3ee16ab4 · outbound

This paper cites Splade: Sparse lexical and expansion model for first stage ranking.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Splade: Sparse lexical and expansion model for first stage ranking

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T05:57:29.455975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.455975Z digest=sha256:4e37a3fa52cb0539b0c0316b9775c654c2da75360f58e2a4f1b771d3522be590

Observation 35e18752-b7bb-4277-b061-c28616838700 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T05:57:29.460341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.460341Z digest=sha256:49b1c52f9568b10aec17a90a49d17f5b44630682896b42430fb5c934dd66012c

Observation 987a6eea-de89-47b2-ad7f-71dbe996074e · outbound

This paper cites From rows to reasoning: A retrieval-augmented multimodal framework for spreadsheet understanding, 2026.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations From rows to reasoning: A retrieval-augmented multimodal framework for spreadsheet understanding, 2026

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T05:57:29.465458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.465458Z digest=sha256:07c2ee15a27982a78f85c3c6cf624043406b341172e64bd5a3b310e78667be77

Observation f82174eb-f120-4cac-b279-aae3237d1ea0 · outbound

This paper cites Unsupervised Dense Information Retrieval with Contrastive Learning.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Unsupervised Dense Information Retrieval with Contrastive Learning

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T05:57:29.470746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.470746Z digest=sha256:78eff500141b4126fd5bc0f0e441d276898ec776470cfa280cab4fe1f391e1c4

Observation 7c161223-6c7e-43d3-be7c-45acb6d8e789 · outbound

This paper cites Dense passage retrieval for open-domain question answering.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Dense passage retrieval for open-domain question answering

Reference 44

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no resolver link, observed 2026-08-07T05:57:29.477243Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T05:57:29.477243Z digest=sha256:f2e0edf64825cbc2d0468bedd6c5e97c0ad295a0f3a3ede7a311d257a57e1821

Observation 4a32b397-4e04-49d3-88b8-7a09594f9d87 · outbound

This paper cites and Zaharia, M.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations and Zaharia, M

Reference 45

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unresolved
no resolver link, observed 2026-08-07T05:57:29.481500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.481500Z digest=sha256:aba329cdbf7870fab5a9f927c6a30aaa233fd1d064a79d15dea051ba88bdc60d

Observation 80c91eb7-aae8-430c-915d-a33d38a57189 · outbound

This paper cites u ttler, H., Lewis, M., Yih, W.-t., Rockt \.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations u ttler, H., Lewis, M., Yih, W.-t., Rockt \

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.492533Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T05:57:29.486382Z digest=sha256:f5dfd04ab0771e108cc1f8b39eb8e024d6338aba24631e5a14fb74ddcf6b656b

Observation a8d42c75-6c22-42e3-90db-b0fefb493a67 · outbound

This paper cites Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction

Reference 47

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unresolved
no resolver link, observed 2026-08-07T05:57:29.491160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.491160Z digest=sha256:479ccabbfbf1a28737fb66746d6977346f63185c1f0a8417e8c4c429b455c3ca

Observation 1e769d53-28a9-49c3-bac4-7906baf12ad0 · outbound

This paper cites F., Lin, K., Hewitt, J., Paranjape, A., Bevilacqua, M., Petroni, F., and Liang, P.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations F., Lin, K., Hewitt, J., Paranjape, A., Bevilacqua, M., Petroni, F., and Liang, P

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T05:57:29.496751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.496751Z digest=sha256:e2f813849a4f7ad9aeeb5ba1d989c80283ad6c40fbe5d5451e0dd6a20d630294

Observation 486a1c82-f219-4e6b-a737-6657dfa96dae · outbound

This paper cites M., and Gatford, M.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations M., and Gatford, M

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.476210Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T05:57:29.503458Z digest=sha256:86d757d766e35113db9a3b7fe7f12ab07bd2ed8a9ea0d5b69d66ce0d3ab1dae6

Observation 5064c0a1-4fa2-4c45-989b-bb4fe6eaec5b · outbound

This paper cites Toolformer: language models can teach themselves to use tools.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Toolformer: language models can teach themselves to use tools

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.458781Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T05:57:29.510605Z digest=sha256:273f2f55f5c4fb75af786d0c18d34b24d1302430848c28d5e7ca910d53386106

Observation f4db19b6-d108-43a5-a800-8e19b919f502 · outbound

This paper cites Is Grep All You Need? How Agent Harnesses Reshape Agentic Search.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Is Grep All You Need? How Agent Harnesses Reshape Agentic Search

Reference 51

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unresolved
no resolver link, observed 2026-08-07T05:57:29.516154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.516154Z digest=sha256:ae897f8f33213044d3bd816028eb19ed1f75594a634cdeca35282f3ad67e5cc4

Observation dc10779a-4c32-4c25-966e-b8670e028046 · outbound

This paper cites an unresolved cited work.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T05:57:29.520775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.520775Z digest=sha256:bed3ba989386de1e278af137906385b613d52e985052750e3039fb49ecab7bbd

Observation 0fd1bb06-83f0-4048-b284-11f2109479c7 · outbound

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

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-07T05:57:29.524965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.524965Z digest=sha256:da454756affcd570613acdcc50d4c259228c6aee4860d9be6e2618b62da9c399

Observation 3b34d98c-c47e-4826-885c-d563f6b317e6 · outbound

This paper cites Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-07T05:57:29.529786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.529786Z digest=sha256:2f61e2144b70dbe4ecd24461a316c67d7d6e9b93ed5708ce09b8765df2d538c5

Observation ae0661c5-60fe-497b-ae24-1f32f5a981f7 · outbound

This paper cites Searching for best practices in retrieval-augmented generation.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Searching for best practices in retrieval-augmented generation

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-07T05:57:29.535092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.535092Z digest=sha256:0516ea08f796fe28996ff11e94417d606a7f484f7acb658c7e7394ee15d7adc9

Observation 855616c3-bb71-43c8-bb08-6c8e9e79e632 · outbound

This paper cites Agentless: Demystifying LLM-based Software Engineering Agents.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Agentless: Demystifying LLM-based Software Engineering Agents

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T05:57:29.540602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.540602Z digest=sha256:5475c62cec56fe854091b0cab0d5d8a1c2c0a04890bd977a5f0dec8911cb1d69

Observation b1331a88-e8ee-4a80-8b64-920a4176c7a9 · outbound

This paper cites Swe-agent: Agent-computer interfaces enable automated software engineering.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Swe-agent: Agent-computer interfaces enable automated software engineering

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:57:30.441334Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T05:57:29.548645Z digest=sha256:2db0718a4f530262d571dfb82100854450b089ed6825e99d4d67261b7b45488a

Observation ab5cfe56-6146-46d9-80a7-f02692d6da41 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations ReAct: Synergizing Reasoning and Acting in Language Models

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-07T05:57:29.555874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:57:29.555874Z digest=sha256:616b8bfbaf1729d0ee506f19b2d1526d9e7fe46646eb27b2438355f21b85fcb9

Observation d49365b0-f12d-4269-8a45-f393401ee4e0 · outbound

This paper cites an unresolved cited work.

Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:57:30.414940Z

Source-reported events for the cited work

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

source=arxiv_source observed=2026-08-07T05:57:29.561883Z digest=sha256:3b4e611bf6236cafc471ea754911e797b5891eb155bb36893a270faee58010a4

Pith citing papers

No inbound Pith citation observations are available.