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Paper Citation Record · LEDGER

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation

As of 7 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 2 inbound Pith citation observations for arXiv:2506.21384.

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

pith.paper-citation-record.v1
2506.21384 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:31:40.620679Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:39:54.866294Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T04:12:59.577633Z

Reference resolution

53 of 53 outbound references displayed

  • verified exact4
  • verified fuzzy3
  • unresolved43
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 28d19e4f-f1a1-43c8-aea0-5fd3f5980443 · outbound

This paper cites Context Aware Query Rewriting for Text Rankers using LLM.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Context Aware Query Rewriting for Text Rankers using LLM

Reference 1

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unresolved
no resolver link, observed 2026-08-06T22:31:35.930652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:31:35.930652Z digest=sha256:51078964bdce508fa531d80347df667b2b6a4513975033099450e7904db0a2d5

Observation 78a4267b-8aa9-49ff-9ec9-db8dc8a21c4a · outbound

This paper cites an unresolved cited work.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Unresolved cited work

Reference 2

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unresolved
no resolver link, observed 2026-08-06T22:31:36.032474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:31:36.032474Z digest=sha256:43f6599e24f62ce6b71e9ae706173624753c160d714ce6621d462a9df07c23a8

Observation 3e6055cc-4b58-46b6-bc88-9ecc41eb11d6 · outbound

This paper cites an unresolved cited work.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Unresolved cited work

Reference 3

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unresolved
no resolver link, observed 2026-08-06T22:31:36.144380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:31:36.144380Z digest=sha256:5e539ff2cd9ed0a7470a1f12aa93269b060e86bd2c590c2731f26e81c97ed202

Observation bf2f49ea-a32b-41ae-846a-657958f496b8 · outbound

This paper cites Qwen Technical Report.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Qwen Technical Report

Reference 4

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unresolved
no resolver link, observed 2026-08-06T22:31:36.250311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:31:36.250311Z digest=sha256:336cfa2991e22dd39e9322dc658d1a2227314abe3a209334e133b4391a6e0634

Observation 518e551e-9ff2-4e4a-8e7c-8036f79e3b5c · outbound

This paper cites an unresolved cited work.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:31:43.698901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:31:36.340869Z digest=sha256:23d9591c0d444e8047540fc8085c68e49d0baa6444c155ce30f7326549cbe55e

Observation 76562b9e-ea7a-48c4-87a4-fb1848ab3a00 · outbound

This paper cites RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T22:31:36.403388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:31:36.403388Z digest=sha256:1e0eeea24cb32d01a7c6bbf5f3cab9c9119750ef71bfce358a8d7b24b9999ed3

Observation 57099b37-beae-4b05-a5c4-9e9ca5be68b5 · outbound

This paper cites Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning

Reference 7

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no resolver link, observed 2026-08-06T22:31:36.509403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:31:36.509403Z digest=sha256:d60b95a9817196b0abdbedff61112c5d2296186a67a6bc4552b8965be73ab1e8

Observation d9303d54-9743-4baf-ace6-b93ec3785224 · outbound

This paper cites an unresolved cited work.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Unresolved cited work

Reference 8

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unresolved
raw_fallback, observed 2026-08-06T22:31:43.577701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:31:36.628556Z digest=sha256:83c7aba4bb77236c9ad1cd286731400ffbf8f9e855b7253a8d4c2113b55826e1

Observation 1e8fcf3f-c4e8-4be5-a6eb-d2e81c0a4a28 · outbound

This paper cites Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation

Reference 9

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no resolver link, observed 2026-08-06T22:31:36.736621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:31:36.736621Z digest=sha256:b99cfcd5b32d85a98fa8babbaa4a36c91ed5005598e3eaa9285bb586251996ec

Observation c1569c29-34fe-4e77-9d8a-2cdbbb4644c5 · outbound

This paper cites The Llama 3 Herd of Models.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation The Llama 3 Herd of Models

Reference 10

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unresolved
no resolver link, observed 2026-08-06T22:31:36.842321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:31:36.842321Z digest=sha256:c716ed239666bec235362a2dc544267c0cb5b635025c1d1cbad6314831eae8de

Observation 7aafa1bb-1f97-4917-9e0e-3072e92d9908 · outbound

This paper cites Generating Diverse Q&A Benchmarks for RAG Evaluation with DataMorgana.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Generating Diverse Q&A Benchmarks for RAG Evaluation with DataMorgana

Reference 11

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no resolver link, observed 2026-08-06T22:31:36.925458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:31:36.925458Z digest=sha256:9e9b94ce48176825a5cd11e857dd8bfdef8538f67f76521eb8da0da4eb557799

Observation d27dddd3-a4e0-464d-a7d4-d059ae78a626 · outbound

This paper cites an unresolved cited work.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Unresolved cited work

Reference 12

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no resolver link, observed 2026-08-06T22:31:36.983201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:31:36.983201Z digest=sha256:450f409514f8e34dcea17048328cd030df2abcd31b6b95e1da0fdc44a013654c

Observation 06510076-4e79-4bf1-a17b-7731c58eb222 · outbound

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

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 13

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no resolver link, observed 2026-08-06T22:31:37.056012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:31:37.056012Z digest=sha256:4fb6e1b8f10b486c69b21c7332522b3c146ed9c7f0a158736c206e8ec81e0074

Observation 51820127-e41c-4941-91a3-9fce9c0ad44a · outbound

This paper cites an unresolved cited work.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Unresolved cited work

Reference 14

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no resolver link, observed 2026-08-06T22:31:37.178106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:31:37.178106Z digest=sha256:26a065dec2b29dc51b741b25ab4c14fb0c153249556a7fa83ab178143b121c17

Observation a71959c0-a7f4-4006-9b46-55161a0a7e9e · outbound

This paper cites A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions

Reference 15

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no resolver link, observed 2026-08-06T22:31:37.243349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:31:37.243349Z digest=sha256:a2f01187c71385991711be6916e93721339849170387865136cb3ced6177a550

Observation e678b08c-23f0-4e17-b232-b9e99d446326 · outbound

This paper cites Xu, Luyu Gao, Zhiqing Sun, Qian Liu, Jane Dwivedi-Yu, Yiming Yang, Jamie Callan, and Graham Neubig.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Xu, Luyu Gao, Zhiqing Sun, Qian Liu, Jane Dwivedi-Yu, Yiming Yang, Jamie Callan, and Graham Neubig

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T22:31:43.459737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:31:37.335956Z digest=sha256:0c3ece02d4984ef39315bbcf9e9f22cf9b4649b87e1cd5996e6c8b244e10eb23

Observation 238aa16b-e947-4c86-a81d-f98d121eba2f · outbound

This paper cites an unresolved cited work.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T22:31:43.277693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:31:37.409701Z digest=sha256:cb6f2df6b19c665c33ff1c0db98da5b2a1b643ba1999783dbb299a0814e5916e

Observation c76a08e0-a246-45c4-a419-6acff3055e8b · outbound

This paper cites Hierarchical Document Refinement for Long-context Retrieval-augmented Generation.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Hierarchical Document Refinement for Long-context Retrieval-augmented Generation

Reference 18

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no resolver link, observed 2026-08-06T22:31:37.515468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:31:37.515468Z digest=sha256:9046718925d8f53a201e24d72a317cf5234fc9cee959d921ffd5f1485e513a77

Observation 58d94417-7e6d-48ab-9383-d080cd1efb86 · outbound

This paper cites Bridging the Preference Gap between Retrievers and LLMs.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Bridging the Preference Gap between Retrievers and LLMs

Reference 19

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no resolver link, observed 2026-08-06T22:31:37.572458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:31:37.572458Z digest=sha256:de5d7a5e516d8ce28a3c959dad61ba022b1f1f6fea27f810cfd47628bd9ecb1c

Observation 3e24444a-d699-489f-9e6a-5e55ef3f1a92 · outbound

This paper cites an unresolved cited work.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Unresolved cited work

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:31:37.619388Z digest=sha256:e85fb937c4a559a99767ec55ff2b92cc61e7bc3a8826abf4006ed2646ee6de5a

Observation 8ac936a4-a4d2-49a2-92d3-85177ac988a6 · outbound

This paper cites an unresolved cited work.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Unresolved cited work

Reference 21

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no resolver link, observed 2026-08-06T22:31:37.703376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:31:37.703376Z digest=sha256:f27430241179eff592de0887f87adf49848874decf5f0b519da15787d934af4b

Observation 766b7116-4cc1-46be-8704-572ca02cf569 · outbound

This paper cites Search-o1: Agentic Search-Enhanced Large Reasoning Models.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Search-o1: Agentic Search-Enhanced Large Reasoning Models

Reference 23

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no resolver link, observed 2026-08-06T22:31:37.853501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:31:37.853501Z digest=sha256:148ecf41521e5ccaeab21b7c352a1db915ff025174cfe0055467082b85e027de

Observation df4f5ae0-efca-492c-b4b2-87e1a78077d0 · outbound

This paper cites an unresolved cited work.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Unresolved cited work

Reference 24

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raw_fallback, observed 2026-08-06T22:31:43.123749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:31:37.798329Z digest=sha256:d51a94631e4f430a9164578a1d89048599ad8f90b42d6261d69b3a48d04884e2

Observation c4fb93f8-4c5e-407e-b8c2-61deed4ab092 · outbound

This paper cites an unresolved cited work.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Unresolved cited work

Reference 25

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no resolver link, observed 2026-08-06T22:31:38.142676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:31:38.142676Z digest=sha256:18ca42ca8c8a52800cfbec20bb5b5307caad47336250727290b79a26b5e68137

Observation 5fda3183-7b5d-409d-a0c0-c60e99e7d8ee · outbound

This paper cites WebThinker: Empowering Large Reasoning Models with Deep Research Capability.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation WebThinker: Empowering Large Reasoning Models with Deep Research Capability

Reference 26

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no resolver link, observed 2026-08-06T22:31:37.971472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:31:37.971472Z digest=sha256:c39f27f8c84317d1142004e2f49819a94de14c189996181639cc19d5fa9b7a0a

Observation b6f13a39-79e0-43e7-97e2-f7e13c45cbb6 · outbound

This paper cites RaFe: Ranking Feedback Improves Query Rewriting for RAG.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation RaFe: Ranking Feedback Improves Query Rewriting for RAG

Reference 27

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no resolver link, observed 2026-08-06T22:31:38.370519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:31:38.370519Z digest=sha256:ea8927157c7d27d292aab287e84e9c01f6433bcda6d16c16d27b386a9e46ae1b

Observation c82e3496-1511-49ed-928b-b14ea624ad78 · outbound

This paper cites Query Rewriting for Retrieval-Augmented Large Language Models.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Query Rewriting for Retrieval-Augmented Large Language Models

Reference 28

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unresolved
no resolver link, observed 2026-08-06T22:31:38.258612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:31:38.258612Z digest=sha256:3eb5779e5424129a9e42b665b04d1cf3fe7ebc803e652c0b043228a056d3a974

Observation 9d588cdf-1bd4-48a3-85be-508065e38344 · outbound

This paper cites an unresolved cited work.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Unresolved cited work

Reference 29

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unresolved
no resolver link, observed 2026-08-06T22:31:38.680125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:31:38.680125Z digest=sha256:e10738d02d37ee19181efd8cb001498ad4b40f12ee47d865b7fc7dc07310c550

Observation 92fdc7b4-880c-476c-a7ef-45f163a12299 · outbound

This paper cites an unresolved cited work.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Unresolved cited work

Reference 30

Resolution
verified exact
doi, observed 2026-08-06T22:31:42.969694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:31:38.509457Z digest=sha256:cda6e9a1a7523adba29c591221a5385b82757b7a6579bb2de04cdbdbd728e904

Observation f5b2cc45-6e16-4b96-b5e2-2d0947793833 · outbound

This paper cites an unresolved cited work.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Unresolved cited work

Reference 31

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unresolved
no resolver link, observed 2026-08-06T22:31:38.889473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:31:38.889473Z digest=sha256:f249141da6273d245a333a4e512824e7103d4a8ffac47bfc9bd3c6d33ab5287e

Observation 578542d5-a52c-484f-b2fc-4465bd876662 · outbound

This paper cites Conversational Query Reformulation with the Guidance of Retrieved Documents.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Conversational Query Reformulation with the Guidance of Retrieved Documents

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-08-06T22:31:41.081480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:31:38.794629Z digest=sha256:d45f628c692361e53a8ed23624c03b96498fc054ed55b5371be45cde20ebb81e

Observation 07ba54de-9987-42cc-82cf-0be29a01db24 · outbound

This paper cites an unresolved cited work.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Unresolved cited work

Reference 33

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T22:31:41.627864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:31:39.060449Z digest=sha256:7fc0bd4ca4df34e21e7a72cf5a74c8dc9e6b2723a06c8ad5793f892623bb787e

Observation 664e380b-df89-427d-bcf5-8af5bf9e07c7 · outbound

This paper cites an unresolved cited work.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Unresolved cited work

Reference 34

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unresolved
raw_fallback, observed 2026-08-06T22:31:42.774753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:31:38.997875Z digest=sha256:852ecf810c3dad747e3a27df03e6ef232df9d583fa83b55c7ffe8fbe412477c2

Observation 14f1729c-dda6-4c2f-ad38-141ae75720e5 · outbound

This paper cites an unresolved cited work.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Unresolved cited work

Reference 35

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no resolver link, observed 2026-08-06T22:31:39.176554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:31:39.176554Z digest=sha256:d38505d9d8a8d86ed2843ccf46fecceb77d2aaf763d76c7f7d73d5dd0dbb66dc

Observation 33bdb1a0-82f6-4adb-825b-d0fdfe00421d · outbound

This paper cites Smith, and Mike Lewis.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Smith, and Mike Lewis

Reference 36

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no resolver link, observed 2026-08-06T22:31:39.121520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:31:39.121520Z digest=sha256:e738e0853bbb00304073048e946abc9c9b58b73087d1973894a18de665a7de96

Observation e7a7f63e-e473-4836-86fd-a5ab6ddd5820 · outbound

This paper cites an unresolved cited work.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Unresolved cited work

Reference 37

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unresolved
no resolver link, observed 2026-08-06T22:31:39.289175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:31:39.289175Z digest=sha256:9a87976e37449a7189e75d457db38549b1e3210980134ad707d1c3cb4de70b06

Observation 9531f42f-333c-4a56-87fe-671c69048a33 · outbound

This paper cites REPLUG: Retrieval-Augmented Black-Box Language Models.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation REPLUG: Retrieval-Augmented Black-Box Language Models

Reference 38

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no resolver link, observed 2026-08-06T22:31:39.220354Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T22:31:39.220354Z digest=sha256:5e67d6614a85c6a56fb9901f2501a045e14c86b917d9a326ebc17c899c341eb1

Observation b94a969d-0d07-4d52-84fe-0ac7c6d4f5b0 · outbound

This paper cites In-Context Ability Transfer for Question Decomposition in Complex QA.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation In-Context Ability Transfer for Question Decomposition in Complex QA

Reference 39

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:31:39.444631Z digest=sha256:15421bbc3852bef064e858efe286952bdb2e0b0a600dfb44c08b731f3fc49717

Observation af0fb6fb-1af2-4c23-86ff-8c2514d47af8 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 40

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source=pdf_text observed=2026-08-06T22:31:39.363526Z digest=sha256:617f2d9fa2b8413b6ecfa6f0f62e00b8cab347a99c287e7ddb9b51c081a939b8

Observation b55c0a74-b0c4-4f5e-a9f6-0d6f198a60c8 · outbound

This paper cites an unresolved cited work.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Unresolved cited work

Reference 41

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source=pdf_text observed=2026-08-06T22:31:39.599258Z digest=sha256:444396e2e0edc59a026a9e7aaee0fb5ae4b6a24494bb8327e083a18cc1e55f12

Observation d4d32c64-aaae-4d0d-a684-b9ea5b55dd4f · outbound

This paper cites Plan*RAG: Efficient Test-Time Planning for Retrieval Augmented Generation.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Plan*RAG: Efficient Test-Time Planning for Retrieval Augmented Generation

Reference 42

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source=pdf_text observed=2026-08-06T22:31:39.518596Z digest=sha256:0eaa3b4b67727868eb88e1d60d9cbf2500a9abf40d1548cdab3a4006d330caa9

Observation 8f7c5814-81cd-48b6-bb9f-dbf89baab436 · outbound

This paper cites an unresolved cited work.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Unresolved cited work

Reference 43

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source=pdf_text observed=2026-08-06T22:31:39.764466Z digest=sha256:51a14fca86b189ba7f5cd2bf96692a466993de78436593e078ac6c7910ae091f

Observation 5e0f2668-1c84-43e9-bea4-c5802404ef54 · outbound

This paper cites Smith, Daniel Khashabi, and Hannaneh Hajishirzi.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Smith, Daniel Khashabi, and Hannaneh Hajishirzi

Reference 44

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source=pdf_text observed=2026-08-06T22:31:39.689978Z digest=sha256:fec6070d18bb923094bfef84e4b08272d06550bbf6ca571bf2dc80a5ea64dd58

Observation fd5808e0-6b09-444f-8c0d-c718abd2bd7e · outbound

This paper cites an unresolved cited work.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Unresolved cited work

Reference 45

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:31:39.955091Z digest=sha256:3c7de77f9aac74066824d93568a9c62057d0a8ef06280970cde120cad589eab2

Observation ef1e5de6-360c-4695-bfdc-765421fc0541 · outbound

This paper cites Learning to Filter Context for Retrieval-Augmented Generation.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Learning to Filter Context for Retrieval-Augmented Generation

Reference 46

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source=pdf_text observed=2026-08-06T22:31:39.848686Z digest=sha256:c65b2ab5b32820422ad1bba42abe54becb85f98c2610301eb49f3c8f69b1b342

Observation 8da6dedd-04db-41ce-b4f0-efb524e25cec · outbound

This paper cites Narasimhan, and Yuan Cao.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Narasimhan, and Yuan Cao

Reference 47

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:31:40.139835Z digest=sha256:8f98e73f5fe92a59e8a86ee53725d3499a36c1eb0516177fa822975d0d7debf9

Observation 151f6156-4396-4909-9ba6-76b8038ea0f8 · outbound

This paper cites an unresolved cited work.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Unresolved cited work

Reference 48

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:31:40.038603Z digest=sha256:3e86f6a32f20bbed2cb945117c378645a74a5f1129f78bbe6d8fb818ec354bdc

Observation 24ee930b-c071-40c5-ae1e-ca3fbbcc5458 · outbound

This paper cites Neuro-Symbolic Query Compiler.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Neuro-Symbolic Query Compiler

Reference 49

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local_arxiv, observed 2026-08-06T22:31:41.369246Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:31:40.328811Z digest=sha256:e8b553742f9d7e9e773db57590b3b6b88d8fd73570af5bf1a2bcd7e5921a7a99

Observation e1c3cc25-7df4-4f63-8d7a-e69437661620 · outbound

This paper cites an unresolved cited work.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Unresolved cited work

Reference 50

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:31:40.240443Z digest=sha256:97859ff35350b98ec52692dfea0ae48ae13345a507ef0746a450c2f01c41be8b

Observation 82b80bac-b456-49ee-be51-c9455d19bcfd · outbound

This paper cites Le, and Ed H.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Le, and Ed H

Reference 51

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raw_fallback, observed 2026-08-06T22:31:41.828777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T22:31:40.513342Z digest=sha256:aad789944d9b5d3acfefdf4e8788b3ee0d006cb5ac5725c40d2cb52848c5557e

Observation 66c8f79a-487b-4ece-9d66-b9dd335e7d02 · outbound

This paper cites A Survey of Large Language Models.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation A Survey of Large Language Models

Reference 52

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source=pdf_text observed=2026-08-06T22:31:40.416839Z digest=sha256:e27493c3bee3a70226cd1a8ff6072baaa6496ccf85d543f04cd02075eaaac39a

Observation 4801c92e-85ba-4111-a12d-fef151054038 · outbound

This paper cites an unresolved cited work.

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Unresolved cited work

Reference 54

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source=pdf_text observed=2026-08-06T22:31:40.620679Z digest=sha256:84aafb6363c863a647f6807f53c841f4cc8779b4367577b3adef31052875cdba

Observation dabb8862-ced4-475b-9a65-bce21edb9c3f · outbound

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

Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Reference 2023

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source=pdf_text observed=2026-08-06T22:31:36.095691Z digest=sha256:c88e8c10a1106309399df29a3828319538756a53691256e569615a0d5be271f5

Pith citing papers

Observation 82436ace-19e6-4412-9196-f87112f287fb · inbound

SIGIR 2025 -- LiveRAG Challenge Report cites this paper.

SIGIR 2025 -- LiveRAG Challenge Report Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation

Reference 27

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source=pdf_text observed=2026-08-06T19:39:54.866294Z digest=sha256:c365fdc7c2cda83bacc17ed505869a3eabeb498334e0fdc382c275e5271b2f20

Observation 54aaf660-bd0a-4ebe-93fd-0207cb6c1c70 · inbound

LLM-Enhanced Multi-Agent Reinforcement Learning with Expert Workflow for Real-Time P2P Energy Trading cites this paper.

LLM-Enhanced Multi-Agent Reinforcement Learning with Expert Workflow for Real-Time P2P Energy Trading Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation

Reference 26

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arxiv_id, observed 2026-05-19T04:12:59.581095Z

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source=pdf_text observed=2026-05-19T04:12:42.574595Z digest=sha256:75c51ac1d446f5d46ef2fae4db1004232ba9869ac771ee964cca5dc69535536c