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Paper Citation Record · LEDGER

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs

As of 5 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 3 inbound Pith citation observations for arXiv:2511.11653.

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

pith.paper-citation-record.v1
2511.11653 v3

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-17T23:41:47.052697Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-05-15T03:09:44.148621Z

Reference resolution

53 of 53 outbound references displayed

  • verified exact25
  • verified fuzzy17
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ea2f2110-4905-4d81-956a-9d0a0172e516 · outbound

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

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-05-17T23:42:13.080561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:77ea670d3265ed8459e3129afc0c8bb9d305099c91de253b265d54fb8d494724

Observation 1049af90-0969-4a6e-a4ae-9ff416b92504 · outbound

This paper cites Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Reference 2

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verified exact
local_arxiv, observed 2026-05-17T23:42:13.066335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:4dcea9c9ad0a9e86fb5819d7989cb7516823a3063edf70240b9770c8f90fd5e1

Observation ec940bf7-b58e-4af3-9e2d-a45caa5d23d1 · outbound

This paper cites A Survey on Knowledge-Oriented Retrieval-Augmented Generation.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs A Survey on Knowledge-Oriented Retrieval-Augmented Generation

Reference 3

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verified exact
arxiv_id, observed 2026-05-17T23:42:13.075923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:ac3ae51d8bda859f67f50a308d60cc6c1e16dbe6295d12c8225301f03953663b

Observation 1dbaaf3d-18ef-4328-877b-64233789c456 · outbound

This paper cites Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts

Reference 4

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verified exact
arxiv_id, observed 2026-05-17T23:42:13.069818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:17791d1ed55f92f6675b2c49ad5324a9da7b226c6035a79aa87f5b5262e31936

Observation 7bc3ea98-872b-48c3-b73c-bc0976d45361 · outbound

This paper cites Qwen3 Technical Report.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Qwen3 Technical Report

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-05-17T23:42:13.018467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:f10b119ef786f56e25b9c30186ffe51106eb4b5de8e1e412059cf9e481b46847

Observation ce297b79-8fbf-474e-be77-8a99158cbf1e · outbound

This paper cites Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T23:42:13.337135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:709ab4e5faa8ac1014ee21a4ee7e44854965cc741e0bfdebf6590f86963969ff

Observation 83c05f19-2120-4d9a-af4f-19c382ec1b75 · outbound

This paper cites Qwen2 Technical Report.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Qwen2 Technical Report

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-05-17T23:42:13.053466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:64b96ea553a5c14f32c2ed464b9303edf6b69efa3cf6007a9de2332d245bfb6a

Observation 3bef04f2-03c3-43f1-8f51-0ee8d00dc83f · outbound

This paper cites Qwen2.5 Technical Report.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Qwen2.5 Technical Report

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-05-17T23:42:12.981617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:0997b8d47514cd8c1a618e5add765535d93cee3871e5fa04dc2890ce283157ab

Observation 48893c14-9784-4b97-b740-8d755c109f2c · outbound

This paper cites Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-05-17T23:42:12.956901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:a032ee462a9f1f9dbac4fc7511ef75a6da0bbedc7dd7ef1f95c89b956f9ada02

Observation 1302f45b-e2bb-4c2f-93ca-b4144c3e9be5 · outbound

This paper cites Polyrag: Integrating polyviews into retrieval-augmented generation for medical applications.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Polyrag: Integrating polyviews into retrieval-augmented generation for medical applications

Reference 10

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verified fuzzy
raw_fallback, observed 2026-05-17T23:42:13.281356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:b67024c6c6e978ca27560d3c5f413056f46ab00af5c61f649b53fd57ef70bc88

Observation 6bfffe61-b62a-4e1c-9f6c-7ab8799bc7ab · outbound

This paper cites POLYRAG: Integrating Polyviews into Retrieval-Augmented Generation for Medical Applications.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs POLYRAG: Integrating Polyviews into Retrieval-Augmented Generation for Medical Applications

Reference 11

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verified exact
arxiv_id, observed 2026-05-17T23:42:12.994266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:d662f1a042dfbfc29bd019ce1b04245cc07809a28654f4579c3df890436cf0e8

Observation 4cea3406-518c-4fe1-9313-3ce79665742b · outbound

This paper cites Retrieval-augmented generation for knowledge- intensive nlp tasks.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Retrieval-augmented generation for knowledge- intensive nlp tasks

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T23:42:13.295543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:28bd9d4615217b59b5bfe8702949ad5f812e89667512e78a7747aa8ff97c8882

Observation 8a86c9f9-a74b-4052-8465-8e46f2d1eacc · outbound

This paper cites Learning to plan for retrieval-augmented large language models from knowledge graphs.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Learning to plan for retrieval-augmented large language models from knowledge graphs

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T23:42:13.288575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:11d921bc16fe6e6ec90d6832a381782ce79d9f83cd75791628ad97d15b6a914f

Observation 9dcf565a-1281-43ae-b4b1-2e2275493185 · outbound

This paper cites Retrieval-based language models and applications.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Retrieval-based language models and applications

Reference 14

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verified fuzzy
raw_fallback, observed 2026-05-17T23:42:13.291871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:9f7bcab00ea75fb797dea5c83f153f4d4e71fc60f13df5088b967fd2b4867e5c

Observation b134669c-86b4-4150-abd2-128c5497525b · outbound

This paper cites HIRAG: Hierarchical-Thought Instruction-Tuning Retrieval-Augmented Generation.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs HIRAG: Hierarchical-Thought Instruction-Tuning Retrieval-Augmented Generation

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-17T23:42:13.034968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:cfb96baae6168b282a5db51e4593711232de7985571486d794ccf8945d034fa8

Observation 143e0469-e3e8-4d35-b769-d6625f159e2e · outbound

This paper cites PRGB Benchmark: A Robust Placeholder-Assisted Algorithm for Benchmarking Retrieval-Augmented Generation.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs PRGB Benchmark: A Robust Placeholder-Assisted Algorithm for Benchmarking Retrieval-Augmented Generation

Reference 16

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verified exact
arxiv_id, observed 2026-05-17T23:42:12.951325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:e26965189961f30faedd00d9ffd1345464bc28427fbcb322d850ecc4dc2ef72c

Observation f83dcf6e-b3bc-49bf-872c-a1a3f423e4e9 · outbound

This paper cites A Survey on RAG Meeting LLMs: Towards Retrieval- Augmented Large Language Models.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs A Survey on RAG Meeting LLMs: Towards Retrieval- Augmented Large Language Models

Reference 17

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arxiv_id, observed 2026-05-17T23:42:12.778649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:2ef580dd1d46efa33fcfef5718c4db48a9c71c74d58df275d01fcafb001c1528

Observation 0b189779-5a2d-4996-ace9-f1ecb40204dd · outbound

This paper cites Lost in the middle: How language models use long contexts.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Lost in the middle: How language models use long contexts

Reference 18

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verified fuzzy
raw_fallback, observed 2026-05-17T23:42:13.318514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:2a5c0c0942d7b632ef72f689a85e2d02828d74d945a9a970631a3a7a1530ed81

Observation eb47ca0a-3aec-4617-aabb-870d0a640e89 · outbound

This paper cites DynRank: Improve passage retrieval with dynamic zero-shot prompting based on question classification.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs DynRank: Improve passage retrieval with dynamic zero-shot prompting based on question classification

Reference 19

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verified fuzzy
raw_fallback, observed 2026-05-17T23:42:13.346887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:ff3c704c1f60e8d023f12e05378f0f80b713a05d22302565889b9ab29617cbae

Observation 251b2052-3f09-48cf-a845-7c9398ec33e7 · outbound

This paper cites Rankrag: unifying context ranking with retrieval-augmented generation in llms.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Rankrag: unifying context ranking with retrieval-augmented generation in llms

Reference 20

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raw_fallback, observed 2026-05-17T23:42:13.332468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:ba757284b7b78e42575c3a2b473d35eed048ab2dab52982d006c2088cca44c7b

Observation 0eae7849-2a42-43a8-b9f8-2f8243aedffe · outbound

This paper cites RankT5: Fine-Tuning T5 for Text Ranking with Ranking Losses.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs RankT5: Fine-Tuning T5 for Text Ranking with Ranking Losses

Reference 21

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arxiv_id, observed 2026-05-17T23:42:13.045062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:8353e7e8bc8999a0d52cbeccc93281f86c8b7f3d5f2a9bfdf4b091f7b22b560f

Observation a7814a39-f999-4bfe-aa9e-c6bd4a059799 · outbound

This paper cites Rankzephyr: Effective and robust zero-shot listwise reranking is a breeze!.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Rankzephyr: Effective and robust zero-shot listwise reranking is a breeze!

Reference 22

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verified fuzzy
raw_fallback, observed 2026-05-17T23:42:13.341272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:a466e7bc3aa8641554edc28d64cd3ffca504cbba2f7632265559a06e61f806e9

Observation 434a6e00-1349-4890-bd26-ae17270fe9ce · outbound

This paper cites RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!

Reference 23

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metadata mismatch
local_arxiv, observed 2026-05-17T23:42:13.039479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:4ad7a9817ef018272e7827504fc40097f0941dd814f493ffe592682eaa65763c

Observation 592cbb22-38df-4dd1-80ce-4f975876a0a5 · outbound

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

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Rank-R1: Enhancing Reasoning in LLM-based Document Rerankers via Reinforcement Learning

Reference 24

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arxiv_id, observed 2026-05-17T23:42:13.059244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:5f7ab8a4d451144a238c86a67fa30e3ef5b9f84fdec9dadfe334dd87a81e1cab

Observation 977843c7-3091-4048-9be3-a13e9ccfd589 · outbound

This paper cites ERank: Fusing Supervised Fine-Tuning and Reinforcement Learning for Effective and Efficient Text Reranking.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs ERank: Fusing Supervised Fine-Tuning and Reinforcement Learning for Effective and Efficient Text Reranking

Reference 25

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verified exact
arxiv_id, observed 2026-05-17T23:42:12.994940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:4e8e0502ef1bb4ebf478a85bd5071cc470203bf06f4dbfabc56d8007355ea6f4

Observation 6b91e877-6321-453c-8435-c12b36c309a9 · outbound

This paper cites Tfrank: Think-free reasoning enables practical pointwise llm ranking.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Tfrank: Think-free reasoning enables practical pointwise llm ranking

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-17T23:42:13.008553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:202c47bd773ceb8e9d4a5c74fe4e08d9d91f53af4ff2ccc8fe4bddf23de8b0d5

Observation 9f55bff7-9006-4eeb-9301-13d1dd2d6b01 · outbound

This paper cites CoRanking: Collaborative Ranking with Small and Large Ranking Agents.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs CoRanking: Collaborative Ranking with Small and Large Ranking Agents

Reference 27

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verified exact
arxiv_id, observed 2026-05-17T23:42:13.012479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:a355107f1dce88f744a6ee2dd82d5e3dce9d827b67fc3c85cee0a27f486b29c7

Observation ee7f2a66-acd4-4cdd-a8e5-8406db9c5303 · outbound

This paper cites Large language models are effective text rankers with pairwise ranking prompting.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Large language models are effective text rankers with pairwise ranking prompting

Reference 28

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raw_fallback, observed 2026-05-17T23:42:13.308963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:ba217070eac3b21d1b13e5ef906ce4a2b60a759d3f09058dc2e5d3c6813a3367

Observation 3b6a966c-143a-4524-af00-98b06bf21132 · outbound

This paper cites TongSearch-QR: Reinforced Query Reasoning for Retrieval.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs TongSearch-QR: Reinforced Query Reasoning for Retrieval

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-05-17T23:42:13.013461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:d201d225145983d2e80382c468397b62ab33d9145d77f1759e34028e4f4b47db

Observation e4338214-538c-4f38-b1b0-d811772f88c6 · outbound

This paper cites ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability

Reference 30

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local_arxiv, observed 2026-05-17T23:42:13.003811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:bb4f18d9f5a205d40d3a9e4be57594a14990017d311875860661ccd02cb612e2

Observation 49eae76d-cc01-4a6d-894a-69347bcac2dd · outbound

This paper cites Zero-Shot Listwise Document Reranking with a Large Language Model.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Zero-Shot Listwise Document Reranking with a Large Language Model

Reference 31

Resolution
metadata mismatch
arxiv_id, observed 2026-05-17T23:42:13.038817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:2e0812feb33368d8333c132e3d17e2e21951dcf049b5006e6ba9b591e3c8c42c

Observation b36eb106-c7d0-4a5b-b118-cf9228fbed8f · outbound

This paper cites Diver: A multi-stage approach for reasoning-intensive information retrieval.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Diver: A multi-stage approach for reasoning-intensive information retrieval

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-17T23:42:13.018713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:729084d8a3261079fd85edc0283df7549376782514c7022bb2c62333eea22156

Observation 71e5a02a-870f-4ed0-8fb0-81f72626f506 · outbound

This paper cites Deepseekmath: Pushing the limits of mathematical reasoning in open language models.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Deepseekmath: Pushing the limits of mathematical reasoning in open language models

Reference 33

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verified fuzzy
raw_fallback, observed 2026-05-17T23:42:13.284775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:18f26538b900db0c4e238f02ac768b3a0d554bc90965762bd4575b0f28e096a9

Observation 1c57b248-e7d5-4e50-91a2-cc7bd960ac17 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 34

Resolution
metadata mismatch
local_arxiv, observed 2026-05-17T23:42:12.967932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:638ce50fdfa5b28f3df6b4e31c8c8f5d44d49a6ac9fc91ef749dc0891adda138

Observation 2992265e-56b4-433c-b760-cca24f3eb372 · outbound

This paper cites BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Reference 35

Resolution
metadata mismatch
arxiv_id, observed 2026-05-17T23:42:13.049596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:06216aa389e56d4cd59ec04da90273b8f34687022a3bb41b3787e5104fe02324

Observation 61171d3a-c751-4c41-9114-783d313073a2 · outbound

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

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs R2MED: A Benchmark for Reasoning-Driven Medical Retrieval

Reference 36

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verified exact
local_arxiv, observed 2026-05-17T23:42:13.085365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:916f5927b996cf507d336eba46434a180f09bbe6dc3e1d1f6052c0c7113010a3

Observation c250fddc-3797-489d-a1db-75d174b08160 · outbound

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

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models

Reference 37

Resolution
verified exact
local_arxiv, observed 2026-05-17T23:42:12.968950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:dfeb56ba95fc31bf4c030fd2e40f496cf81815043589766fd204aef4dc941448

Observation 06c9974b-94f0-40e8-b240-fc466c4b365c · outbound

This paper cites Rank-k: Test-time reasoning for listwise reranking.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Rank-k: Test-time reasoning for listwise reranking

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T23:42:13.314704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:e46ef7f13de8cbdfb161fdacb211d7b47a5bd15f58987a71ec176c4ba04bb8a2

Observation 06079408-979e-4b1f-87a2-f92970b54855 · outbound

This paper cites Rank-K: Test-Time Reasoning for Listwise Reranking.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Rank-K: Test-Time Reasoning for Listwise Reranking

Reference 39

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verified exact
arxiv_id, observed 2026-05-17T23:42:12.933833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:0c55fe1cb69e1fc11d93ad74dbfc3aeda3ca46cef2f22fb0c1b02b25571e9983

Observation a5438758-d4f4-4dbd-bf51-3bdb01fcfe65 · outbound

This paper cites Ms-swift: A comprehensive framework for training and deploying large language and multimodal models.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Ms-swift: A comprehensive framework for training and deploying large language and multimodal models

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T23:42:13.283645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:01bf5df4631eddaff331f7af99cda7cfe594dabebe9e82689996deca69743406

Observation cb4d3c27-c603-473b-984e-9dcb187a8c02 · outbound

This paper cites Available: https://github.com/modelscope/ ms-swift.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Available: https://github.com/modelscope/ ms-swift

Reference 41

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verified fuzzy
raw_fallback, observed 2026-05-17T23:42:13.322098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:73c2e14431fbe662317e72562731bc6ca92eb3629c670060060ed6b7236e282c

Observation 34822f8d-a24a-43da-a18a-9e1800367827 · outbound

This paper cites HybridFlow: A Flexible and Efficient RLHF Framework.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs HybridFlow: A Flexible and Efficient RLHF Framework

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-05-17T23:42:13.025568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:3c1f01fcd701a69c80dc35b8633b062e3c31632b9486f1e9f1a3a1ee22176d0d

Observation e0844400-3a3e-47eb-ab46-602c2417c44f · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs LoRA: Low-Rank Adaptation of Large Language Models

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-05-17T23:42:12.961493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:7d58a36bcd156f92e939e5393f9c0ef677995ded2ce5d224ceeceea8ff188405

Observation a525c347-bb8b-4750-9e79-091b1de4d72b · outbound

This paper cites HANRAG: Heuristic Accurate Noise-resistant Retrieval-Augmented Generation for Multi-hop Question Answering.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs HANRAG: Heuristic Accurate Noise-resistant Retrieval-Augmented Generation for Multi-hop Question Answering

Reference 44

Resolution
verified exact
arxiv_id, observed 2026-05-17T23:42:13.032853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:294019dcf20fc08953f52137584d49e06d8bb07ae97985d690f62b715966278c

Observation 2fab77c8-6689-45bd-823e-1a82954637b8 · outbound

This paper cites an unresolved cited work.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-05-17T23:42:13.328066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:5b800db366f62477f35e6bd56d544ea3a1cdb45827a7e8c2becfbc662c152e85

Observation 36f0fd77-7245-4ecf-a80f-91f1e7886632 · outbound

This paper cites A passage is **valuable** if it directly and effectively helps answer the query.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs A passage is **valuable** if it directly and effectively helps answer the query

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T23:42:13.302533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:5021fc5fcef1ee5c05fe10fb77f82bf8222a5cc563e9b25ece0ac05af31dc36c

Observation 1e76246a-edb7-4213-bf1c-aad96a2648f0 · outbound

This paper cites * Then, output a single JSON array containing the integer IDs of **all** provided passages.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs * Then, output a single JSON array containing the integer IDs of **all** provided passages

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T23:42:13.269962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:728c20cadd666ac86edec1751ac6e930fb683a327b010c92e5d0b80c667b9138

Observation 1f53ff7f-fc3d-4fbd-bd40-500faf80d587 · outbound

This paper cites an unresolved cited work.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-05-17T23:42:13.323722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:1d740e6e5a1556b77ecfe098c73f75a37dfca9f0fe9a867d69bf1e6cc540094b

Observation 9fcad6e2-48d5-4d8e-89b4-a8707e65e26c · outbound

This paper cites an unresolved cited work.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-05-17T23:42:13.325272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:1c0f5885008b44b4d895456284706b710cb473dbb8839047be8f09a91b084cb7

Observation 84d36076-fd4e-4b75-b2c1-aa16f2e17496 · outbound

This paper cites an unresolved cited work.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-05-17T23:42:13.310378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:629ba67abccdbbae1122260ef7e462cde5eb112c9924b86d7aa8538d3741c2e3

Observation bcf1f35f-6487-425f-856d-9cdefbb9f511 · outbound

This paper cites an unresolved cited work.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-05-17T23:42:13.350431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:6e5daef18b2d29f2be93e0721bff8fc116e10a2e936758c5388726ce4b800379

Observation cc80c0a2-719e-46c4-a8fc-b2e102b7d5e7 · outbound

This paper cites an unresolved cited work.

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-05-17T23:42:13.298679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:74731ba255023712cb09871a8e368675a10a99e2bb39ed6bbbb2a56e1ddbf0bd

Observation bd1cd302-28f1-4c2b-a8e5-807fad24c6a7 · outbound

This paper cites ‘json {”[1].

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs ‘json {”[1]

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T23:42:13.307051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-17T23:41:47.052697Z digest=sha256:b13cb93759628e30f68ef0cc2407eeea323c9ac936985908136463dfcc2dbbd0

Pith citing papers

Observation 4153188a-2a29-4c7a-94e9-4087d07adf48 · inbound

A Survey of Reasoning-Intensive Retrieval: Progress and Challenges cites this paper.

A Survey of Reasoning-Intensive Retrieval: Progress and Challenges GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs

Reference 67

Resolution
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local_arxiv, observed 2026-05-11T14:56:04.956973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-09T20:53:05.314601Z digest=sha256:a39a432034e49eaf7dfdeaf10a461b84db20fb1e21ac900e5ef1a6885b58fa04

Observation 056667c5-bad4-47a1-8ccc-a9dbe823d6da · inbound

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

LeanSearch v2: Global Premise Retrieval for Lean 4 Theorem Proving GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-05-14T18:32:34.188116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T18:32:24.957899Z digest=sha256:44cf116c5d6b0e7ac5bf0e13e8a91a08931918159563c6c52ebf4c97b1ef038d

Observation 52fc1d7b-5834-4b2b-8a34-c7eacd06365b · inbound

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

LeanSearch v2: Global Premise Retrieval for Lean 4 Theorem Proving GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-05-15T03:09:44.151174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T03:05:04.196270Z digest=sha256:c7c60c6dfea37c6474cf5cb0647cc682f1e6fe35fee5ecd7aaf532966b9eca3d