Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-21T00:18:32.423103Z
Paper Citation Record · LEDGER
LLM-Oriented Information Retrieval: A Denoising-First Perspective
As of 5 August 2026, this Paper Citation Record lists 100 of 250 outbound references and 0 inbound Pith citation observations for arXiv:2605.00505.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
100 of 250 outbound references displayed
- verified exact26
- verified fuzzy8
- unresolved65
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation b0b7e7bb-97e7-4d31-9b1b-191675baab6f · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.337109Z
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.
Observation 7f2bf485-805c-4297-9aa9-4f698d1cf9dd · outbound
This paper cites LitLLM: A Toolkit for Scientific Literature Review.
LLM-Oriented Information Retrieval: A Denoising-First Perspective LitLLM: A Toolkit for Scientific Literature Review
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T00:19:16.712111Z
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.
Observation 8ba7f8a8-4511-487e-93ea-ed5c6153675f · outbound
This paper cites The distracting effect: Understanding irrelevant passages in rag.
LLM-Oriented Information Retrieval: A Denoising-First Perspective The distracting effect: Understanding irrelevant passages in rag
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T00:19:16.443576Z
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.
Observation 2f765b47-4caa-457d-8e5a-940a11fdb588 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.250721Z
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.
Observation bd266818-0c53-4d2a-9999-c3b2f5daacdd · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.137468Z
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.
Observation 41277bb9-aaa7-4b6a-9a7c-5518703536c9 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.609729Z
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.
Observation f25cdcd8-bfbd-48ba-ac6a-8338941bea24 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.440790Z
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.
Observation e4e3788f-087b-4d98-800c-eb950a58c311 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.706857Z
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.
Observation 80045d01-d5c7-4ea4-90af-a687f30b4f71 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.418292Z
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.
Observation c18d6277-7971-4c4e-bf1b-aa8d31f69578 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.300964Z
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.
Observation f83aac00-8dcf-4a1e-8a24-0f2df29e7917 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.405513Z
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.
Observation 000edecf-d3cf-4444-8eb4-0f7c55ab4a17 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.113066Z
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.
Observation 219e7eed-f994-4dee-9e8f-10d067b9afc8 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T00:19:16.670642Z
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.
Observation 4851c155-d751-419b-8080-74b62e448a5f · outbound
This paper cites The use of mmr, diversity-based reranking for reordering documents and producing summaries.
LLM-Oriented Information Retrieval: A Denoising-First Perspective The use of mmr, diversity-based reranking for reordering documents and producing summaries
Reference 14
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-21T00:19:16.372763Z
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.
Observation 7890e8b1-e9d9-4634-921e-8bd8755ac15b · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.350032Z
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.
Observation d7c6c7fc-30fb-4410-acf4-05176d1aacd4 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.340704Z
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.
Observation 4e969f3a-d0dd-464e-8466-c384094eb99c · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.065190Z
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.
Observation bccb6640-efb6-493f-b666-1524b38a93be · outbound
This paper cites InFindings of the associa- tion for computational linguistics: ACL 2024.
LLM-Oriented Information Retrieval: A Denoising-First Perspective InFindings of the associa- tion for computational linguistics: ACL 2024
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T00:19:17.082129Z
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.
Observation e0b2f927-f3aa-4c08-a840-06dfa007344d · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.309512Z
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.
Observation 067a257a-a636-4139-93f9-209db76b4bab · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.613048Z
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.
Observation 762873b2-931e-4a4b-8943-2965af947156 · outbound
This paper cites InEuropean Conference on Information Retrieval.
LLM-Oriented Information Retrieval: A Denoising-First Perspective InEuropean Conference on Information Retrieval
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T00:19:17.108583Z
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.
Observation 5e6282df-d361-4c09-b036-a924e27876eb · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.093676Z
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.
Observation dab8872c-0893-47ac-bb67-d92d3d8558b5 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.289505Z
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.
Observation e2625ed9-915f-40ed-9dfd-155aa3b40e90 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.285558Z
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.
Observation 0ccfb685-9fd9-4c8d-a9d4-51066298a44a · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.833833Z
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.
Observation 647bd012-4b16-490f-8b30-90a36cb5bc9e · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.652802Z
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.
Observation 988ff11d-e87c-472c-8df8-e9015400bac7 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.746811Z
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.
Observation 644c0cd2-184f-4064-890f-c59b090c9982 · outbound
This paper cites 2010.Search engines: Information retrieval in practice.
LLM-Oriented Information Retrieval: A Denoising-First Perspective 2010.Search engines: Information retrieval in practice
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T00:19:17.321737Z
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.
Observation 27c36d76-c468-4a55-b1e3-016f26565d84 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.325684Z
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.
Observation 4fdfae64-19dd-41d9-87a2-5f4cd5b6714f · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.124661Z
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.
Observation a7df0285-807b-4001-ae3c-c187a309021c · outbound
This paper cites Guanting Dong, Yifei Chen, Xiaoxi Li, Jiajie Jin, Hongjin Qian, Yutao Zhu, Hangyu Mao, Guorui Zhou, Zhicheng Dou, and Ji-Rong Wen.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Guanting Dong, Yifei Chen, Xiaoxi Li, Jiajie Jin, Hongjin Qian, Yutao Zhu, Hangyu Mao, Guorui Zhou, Zhicheng Dou, and Ji-Rong Wen
Reference 31
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T00:19:16.467948Z
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.
Observation 903243f9-3673-41d5-bcf7-6929769d3362 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.549507Z
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.
Observation 558408e9-6bbc-4684-b589-c6774dc492e8 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.263229Z
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.
Observation 7523f686-f180-4d73-a6b1-4328bd1a7f97 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.333307Z
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.
Observation ddf68123-1071-4d3c-bbc0-1b474dcb8864 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.716525Z
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.
Observation 32ac2b03-7390-460d-aa8a-7cd9c75e7d96 · outbound
This paper cites CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion.
LLM-Oriented Information Retrieval: A Denoising-First Perspective CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T00:19:16.622877Z
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.
Observation 48edb069-5191-47bd-8c2b-b1e0d5ba5eda · outbound
This paper cites Yann Dubois, Balázs Galambosi, Percy Liang, and Tat- sunori B Hashimoto.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Yann Dubois, Balázs Galambosi, Percy Liang, and Tat- sunori B Hashimoto
Reference 37
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T00:19:16.543424Z
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.
Observation 6a6c1de1-2d00-4120-9cb9-dc2d21c1e191 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.259361Z
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.
Observation 2b32332f-0a2a-473b-818f-80da91b395ab · outbound
This paper cites DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents.
LLM-Oriented Information Retrieval: A Denoising-First Perspective DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents
Reference 39
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T00:19:16.631333Z
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.
Observation 60984e65-301e-4f11-9963-d86bc5c620b4 · outbound
This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.
LLM-Oriented Information Retrieval: A Denoising-First Perspective From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 40
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T00:19:16.666148Z
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.
Observation 1a2e8947-413f-4be1-a583-f947e0957daf · outbound
This paper cites Ragas: Automated Evaluation of Retrieval Augmented Generation.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Ragas: Automated Evaluation of Retrieval Augmented Generation
Reference 41
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T00:19:16.518527Z
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.
Observation 2957da4d-55ad-43f4-920e-19230a59a25a · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.246631Z
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.
Observation bccd2739-7193-4cea-8015-cafe254df52c · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.724716Z
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.
Observation 9f63ffbf-1fbd-4a59-86b4-9901de46b89d · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.743337Z
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.
Observation 2f75b697-1642-42ad-9326-c92e70b4d970 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.826574Z
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.
Observation 0737a572-804f-4770-8e22-6f84129f2f91 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.361215Z
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.
Observation e0768b9f-545d-4d09-a538-e8fc98b3851b · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.767953Z
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.
Observation 33783128-6758-4c4d-922a-85b911552f96 · outbound
This paper cites Enabling Large Language Models to Generate Text with Citations.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Enabling Large Language Models to Generate Text with Citations
Reference 48
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T00:19:16.652955Z
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.
Observation 7beb82d8-1a39-4c66-9c1c-75f22933570f · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.365629Z
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.
Observation 6499a9e6-148c-46ee-a7d6-6e3428bb51ad · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.750459Z
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.
Observation 4c2c0818-68a3-4617-a552-1959cb6db8cd · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 51
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T00:19:16.501567Z
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.
Observation 24f38231-b2a4-40fe-a18d-4eb8d1c58bde · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.373632Z
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.
Observation e30a8b7b-8f1f-478a-95f9-f913ad9dc0eb · outbound
This paper cites Computers in Biology and Medicine192 (2025), 110363.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Computers in Biology and Medicine192 (2025), 110363
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T00:19:17.760787Z
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.
Observation c061f87d-b50c-4695-b054-356f09f7a77b · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.378744Z
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.
Observation 3025ce89-efb2-4ab0-a90b-7e5e26a7345d · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 55
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.785729Z
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.
Observation faed0032-c7d0-45b7-9ebc-2cd6fb7c9f24 · outbound
This paper cites arXiv preprint arXiv:2512.09487 , year=.
LLM-Oriented Information Retrieval: A Denoising-First Perspective arXiv preprint arXiv:2512.09487 , year=
Reference 56
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T00:19:16.691912Z
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.
Observation 74955e09-3bc7-4557-9c69-6fbd0fda33e2 · outbound
This paper cites LightRAG: Simple and Fast Retrieval-Augmented Generation.
LLM-Oriented Information Retrieval: A Denoising-First Perspective LightRAG: Simple and Fast Retrieval-Augmented Generation
Reference 57
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T00:19:16.433192Z
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.
Observation 283bd8af-a641-4480-aea3-709363c924f6 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 58
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.218992Z
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.
Observation 6167e1e9-4b98-40b7-9afd-d1c5cc6d4a73 · outbound
This paper cites HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models.
LLM-Oriented Information Retrieval: A Denoising-First Perspective HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models
Reference 59
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T00:19:16.675248Z
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.
Observation 23c8d007-5bc4-4612-ae36-0de45e379ebe · outbound
This paper cites Deep Researcher with Test-Time Diffusion.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Deep Researcher with Test-Time Diffusion
Reference 60
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T00:19:16.657070Z
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.
Observation 799982da-ace4-4abc-bef2-ef6c43b4d502 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 61
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.775562Z
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.
Observation 274e8bb5-8986-43c1-809f-a240044e66fa · outbound
This paper cites InForty-second International Conference on Machine Learning.
LLM-Oriented Information Retrieval: A Denoising-First Perspective InForty-second International Conference on Machine Learning
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T00:19:17.280944Z
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.
Observation c2335d0c-8a6c-47f9-9e9e-292df9b2afec · outbound
This paper cites Search-R2: Enhancing search-integrated reasoning via actor–refiner collaboration.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Search-R2: Enhancing search-integrated reasoning via actor–refiner collaboration
Reference 63
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T00:19:16.644705Z
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.
Observation e28c6f3d-2b99-4647-b976-83e94a1eb345 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.396392Z
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.
Observation 74e782be-522e-4487-bd7e-792338d19e23 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 65
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.206653Z
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.
Observation ba3734fa-8abd-4836-98bc-0abedccdc41f · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 66
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.401410Z
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.
Observation 6645a1df-2318-44ba-8403-978a600a9492 · outbound
This paper cites Sage: Benchmarking and improving retrieval for deep research agents.ArXiv, abs/2602.05975.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Sage: Benchmarking and improving retrieval for deep research agents.ArXiv, abs/2602.05975
Reference 67
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T00:19:16.497210Z
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.
Observation d3670dc4-9a2a-4237-be0d-b1c123f3d71a · outbound
This paper cites GRAG: Graph Retrieval-Augmented Generation.
LLM-Oriented Information Retrieval: A Denoising-First Perspective GRAG: Graph Retrieval-Augmented Generation
Reference 68
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T00:19:16.707803Z
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.
Observation ec99224c-ea00-47a4-b97c-f402a0caaa0b · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 69
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.409250Z
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.
Observation 3ef17ffa-2dcb-408c-8153-694b3c8c6a1a · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 70
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.795652Z
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.
Observation ca757d77-7d80-4bc4-8d12-e14750ace4bd · outbound
This paper cites Deep Research Agents: A Systematic Examination And Roadmap.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Deep Research Agents: A Systematic Examination And Roadmap
Reference 71
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T00:19:16.640037Z
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.
Observation c0512a09-b07d-46ec-8d27-2972bc97739e · outbound
This paper cites Lightweight and cognitive agentic memory for efficient long- term interaction.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Lightweight and cognitive agentic memory for efficient long- term interaction
Reference 72
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T00:19:16.487361Z
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.
Observation 9bc0e585-ba57-4453-98bd-501dcc0afe6f · outbound
This paper cites Huwiler, K.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Huwiler, K
Reference 73
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T00:19:16.607261Z
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.
Observation 39588060-b534-4d03-b6a5-69ff1e92f2f6 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 74
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.191340Z
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.
Observation 23b41d37-5ff9-437b-9880-0cbaf266416a · outbound
This paper cites InProceedings of the 3rd Workshop on Knowledge Augmented Methods for NLP.
LLM-Oriented Information Retrieval: A Denoising-First Perspective InProceedings of the 3rd Workshop on Knowledge Augmented Methods for NLP
Reference 75
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T00:19:17.426047Z
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.
Observation 618bd20b-bc61-4f5f-8d37-669f1ab749b4 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 76
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.128677Z
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.
Observation 88d21e7a-be0e-4908-a676-266d378ed129 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 77
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.430108Z
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.
Observation fa2eb459-2172-4555-96f5-05cc1b8d93f2 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 78
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.297111Z
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.
Observation 5925a9e2-9178-46d4-944b-42d66103eaff · outbound
This paper cites Characterizing Deep Research: A Benchmark and Formal Definition.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Characterizing Deep Research: A Benchmark and Formal Definition
Reference 79
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T00:19:16.463224Z
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.
Observation 15ca39c8-0495-40ea-ba5e-a7ea22a6a18e · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 80
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.735356Z
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.
Observation 46049cc8-dee1-41be-ad87-9a317baf60dd · outbound
This paper cites InProceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers).
LLM-Oriented Information Retrieval: A Denoising-First Perspective InProceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
Reference 81
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T00:19:17.435338Z
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.
Observation c2fec4e9-8772-4d5f-9473-5a56d9782452 · outbound
This paper cites LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models.
LLM-Oriented Information Retrieval: A Denoising-First Perspective LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models
Reference 82
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T00:19:16.570350Z
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.
Observation f7b09bd3-0fc8-4a0f-8f9a-825bd4815a4c · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 83
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.227431Z
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.
Observation 16da76d2-a5d4-48d5-8b8b-3ef158b9fec5 · outbound
This paper cites DeepRetrieval: Hacking Real Search Engines and Retrievers with Large Language Models via Reinforcement Learning.
LLM-Oriented Information Retrieval: A Denoising-First Perspective DeepRetrieval: Hacking Real Search Engines and Retrievers with Large Language Models via Reinforcement Learning
Reference 84
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T00:19:16.635713Z
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.
Observation 3126fc56-c563-4f89-b065-07195faaad4d · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 85
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.445140Z
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.
Observation 1a63e7db-e581-46d4-99d7-9a74c9169cec · outbound
This paper cites Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, and Karthik R.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Jimenez, John Yang, Alexander Wettig, Shunyu Yao, Kexin Pei, Ofir Press, and Karthik R
Reference 86
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T00:19:17.453804Z
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.
Observation ccd4706a-fa24-48fa-80f2-eeed0b6529ee · outbound
This paper cites Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
Reference 87
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T00:19:16.679487Z
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.
Observation eb4132d7-64f7-4179-86d4-6a4b39043489 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 88
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.459759Z
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.
Observation 9f827778-002c-4d9e-8a13-6b71c2b39902 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 89
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.214267Z
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.
Observation b03c6479-926d-49a7-9a21-9e60641e1c03 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 90
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.166507Z
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.
Observation 40a8e64d-fe7e-4b06-aa24-2dd508a4429a · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 91
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.163350Z
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.
Observation 63a1364c-e02b-431b-b59f-27a0ab6886f2 · outbound
This paper cites AutoRAG: Automated Framework for optimization of Retrieval Augmented Generation Pipeline.
LLM-Oriented Information Retrieval: A Denoising-First Perspective AutoRAG: Automated Framework for optimization of Retrieval Augmented Generation Pipeline
Reference 92
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T00:19:16.458641Z
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.
Observation 2073a0e1-943e-47eb-9a2b-4fe196521681 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 93
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.159694Z
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.
Observation 0a6e5be8-8f67-4657-8e78-f8f32c0c0ba4 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 94
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.478095Z
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.
Observation 456b7b8a-78ae-4520-b792-85daa7d7e57b · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 95
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.238268Z
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.
Observation f3741a02-a4ec-432c-a72e-a00da3d48716 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 96
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.484471Z
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.
Observation 5cab7927-0f00-4c3f-98a7-1cf6f47b2885 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 97
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.242379Z
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.
Observation 3b7a9fd9-17ee-4494-82f1-28c83f70fe2f · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 98
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.147890Z
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.
Observation 9f410d91-c205-4362-b3be-8a966b93b231 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 99
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.490134Z
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.
Observation 87345c7b-2e6c-47ba-8e3f-68f1c5e167c1 · outbound
This paper cites an unresolved cited work.
LLM-Oriented Information Retrieval: A Denoising-First Perspective Unresolved cited work
Reference 100
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T00:19:17.494599Z
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.
Pith citing papers
No inbound Pith citation observations are available.