Paper Citation Record · LEDGER

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation

As of 13 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 11 inbound Pith citation observations for arXiv:2501.11551.

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

pith.paper-citation-record.v1
2501.11551 v4

Coverage vector

measured 69 of 69 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T18:13:08.693386Z

measured 80 of 80 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:33:46.182750Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T15:18:33.925206Z

Reference resolution

69 of 69 outbound references displayed

verified exact0
verified fuzzy40
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1de9dcb9-41ed-4f30-8fa9-8bb906facc25 · outbound

This paper cites https://azure.microsoft.com/en-us/products/ai-services/ ai-document-intelligence.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation https://azure.microsoft.com/en-us/products/ai-services/ ai-document-intelligence

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.793174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 986829df-3c5c-4d64-a100-1b5645a46341 · outbound

This paper cites https://github.com/PaddlePaddle/PaddleOCR.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation https://github.com/PaddlePaddle/PaddleOCR

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.776829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c3c6219a-96dd-4ca4-8c01-f548fcaff2bc · outbound

This paper cites https://github.com/tesseract-ocr/tesseract.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation https://github.com/tesseract-ocr/tesseract

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.763194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation da1239c2-6225-4db8-987f-951a20881c8a · outbound

This paper cites https://aws.amazon.com/cn/textract/.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation https://aws.amazon.com/cn/textract/

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.748424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation da7cab72-7c9f-4885-8b09-bbb6b1792209 · outbound

This paper cites GPT-4 Technical Report.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation GPT-4 Technical Report

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T18:13:08.438139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b15df1b6-4458-40f0-86b2-35d94ad1ec86 · outbound

This paper cites Llama 3 model card.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Llama 3 model card

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T18:13:08.442383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 972b94bb-ab6f-4d2e-90d6-70caafb7ce72 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Gemini: A Family of Highly Capable Multimodal Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T18:13:08.446447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47680da8-67f5-4338-850a-cb14aaf0f0a1 · outbound

This paper cites Self-rag: Learning to retrieve, generate, and critique through self-reflection, 2023.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Self-rag: Learning to retrieve, generate, and critique through self-reflection, 2023

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T18:13:08.450420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f876a5a-fcd9-4a39-a5d9-55c39bb98b47 · outbound

This paper cites Using confidence bounds for exploitation-exploration trade-offs.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Using confidence bounds for exploitation-exploration trade-offs

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.714758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation cb54ba6f-96cd-4a67-a9c0-2fc90c1e828d · outbound

This paper cites Chatgpt: Applications, opportunities, and threats.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Chatgpt: Applications, opportunities, and threats

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.688297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d5e96505-e025-45c0-aaf9-e43950305147 · outbound

This paper cites Fact or fiction: Verifying scientific claims.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Fact or fiction: Verifying scientific claims

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.672271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 74e497cf-d0ed-4c66-bf7a-34e6b0e36460 · outbound

This paper cites On the dangers of stochastic parrots: Can language models be too big? In Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency, pages 610–623.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation On the dangers of stochastic parrots: Can language models be too big? In Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency, pages 610–623

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.657734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 912a2fe2-c7da-423b-8f3a-0a9e45dd3a45 · outbound

This paper cites Rae, Erich Elsen, and Laurent Sifre.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Rae, Erich Elsen, and Laurent Sifre

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T18:13:08.468556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce4f08fd-e70f-45b0-8ed2-952962790c02 · outbound

This paper cites Language models are few-shot learners.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Language models are few-shot learners

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.631536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0d2b1f1e-cb5e-4b80-97dc-b75a6df52aba · outbound

This paper cites Open australian legal qa, 2023.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Open australian legal qa, 2023

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.616606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d3491f6e-4f95-489d-baac-83cb24b24525 · outbound

This paper cites Wiki-llava: Hierarchical retrieval-augmented generation for multimodal llms, 2024.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Wiki-llava: Hierarchical retrieval-augmented generation for multimodal llms, 2024

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.591106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ace1248c-fe36-432d-9c5e-6846035ae969 · outbound

This paper cites Dense X Retrieval: What Retrieval Granularity Should We Use?.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Dense X Retrieval: What Retrieval Granularity Should We Use?

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T18:13:08.483740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 421f5d47-4f2f-4c22-9b91-33fb160c33f5 · outbound

This paper cites an unresolved cited work.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:13:09.575510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0e2e8f28-81f9-414b-8822-215c5029bee1 · outbound

This paper cites Say goodbye to irrelevant search results: Cohere rerank is here.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Say goodbye to irrelevant search results: Cohere rerank is here

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.553156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a2a4f387-13a5-408c-ada9-0ba82e545c70 · outbound

This paper cites Natural language processing (almost) from scratch.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Natural language processing (almost) from scratch

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.420398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 35179bf9-5556-40e2-ba64-9f95ab699877 · outbound

This paper cites From local to global: A graph rag approach to query-focused summarization, 2024.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation From local to global: A graph rag approach to query-focused summarization, 2024

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.403919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4069a5ae-a53f-4a8f-b754-c04b9cfdd680 · outbound

This paper cites Hierarchical graph network for multi-hop question answering.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Hierarchical graph network for multi-hop question answering

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.385797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5dba7655-5211-4b36-9efb-048dd8853534 · outbound

This paper cites LawBench: Benchmarking Legal Knowledge of Large Language Models.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation LawBench: Benchmarking Legal Knowledge of Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T18:13:08.509992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6202c808-c336-4b55-96c0-b3f457478dab · outbound

This paper cites Retrieval-generation synergy augmented large language models, 2023.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Retrieval-generation synergy augmented large language models, 2023

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.367940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0027ecdd-3b72-4444-86c1-0d667d0fc1d9 · outbound

This paper cites Precise zero-shot dense retrieval without relevance labels, 2022.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Precise zero-shot dense retrieval without relevance labels, 2022

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T18:13:08.517504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84f240a7-bbc8-4cad-8277-8fddd9e0e054 · outbound

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

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T18:13:08.521513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 358aa7de-8b93-4bb2-9e50-8ffd779fa6c4 · outbound

This paper cites Modular rag: Transforming rag systems into lego-like reconfigurable frameworks, 2024.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Modular rag: Transforming rag systems into lego-like reconfigurable frameworks, 2024

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T18:13:08.525592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aff6360d-4679-48ea-b35d-f8e2e49955f3 · outbound

This paper cites WikiAsp: A Dataset for Multi-domain Aspect-based Summarization.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation WikiAsp: A Dataset for Multi-domain Aspect-based Summarization

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.336644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 68a679ee-d8cb-40d6-b0c2-64c22fdd4820 · outbound

This paper cites Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T18:13:08.533733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa36e3e2-397d-4571-b18a-b332e19bde92 · outbound

This paper cites Atlas: Few-shot learning with retrieval augmented language models, 2022.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Atlas: Few-shot learning with retrieval augmented language models, 2022

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.321870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8c37eef2-6912-4dfc-88d8-cd1764975648 · outbound

This paper cites LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T18:13:08.541713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 385e07b3-6130-45d8-9782-c7c1c0b52147 · outbound

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

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Xu, Luyu Gao, Zhiqing Sun, Qian Liu, Jane Dwivedi-Yu, Yiming Yang, Jamie Callan, and Graham Neubig

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T18:13:08.546380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 489f69d1-de8f-4bac-9668-97bfefa12715 · outbound

This paper cites What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T18:13:08.550501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 890a2247-b6db-4d86-86f2-71a7549bd803 · outbound

This paper cites Demonstrate-search-predict: Composing retrieval and language models for knowledge-intensive nlp, 2023.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Demonstrate-search-predict: Composing retrieval and language models for knowledge-intensive nlp, 2023

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.300552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation aa0f8fb4-95e1-49a9-b112-ea847ecb8ce0 · outbound

This paper cites Large language models are zero-shot reasoners.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Large language models are zero-shot reasoners

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T18:13:08.557906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f77f6886-4df4-4373-a8e8-2b863f39ea31 · outbound

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

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Retrieval-augmented generation for knowledge-intensive nlp tasks

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.271980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 89b9329e-111e-4ffa-aaf7-34cb824b1b6d · outbound

This paper cites Leveraging structured information for explainable multi-hop question answering and reasoning, 2023.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Leveraging structured information for explainable multi-hop question answering and reasoning, 2023

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.252993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0ab8a6db-07e0-4080-9f7b-b04a0f673373 · outbound

This paper cites Long-context llms struggle with long in-context learning, 2024.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Long-context llms struggle with long in-context learning, 2024

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.235320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d63145bb-2e05-4faf-a951-ae8843466f84 · outbound

This paper cites Domain specialization as the key to make large language models disruptive: A comprehensive survey, 2024.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Domain specialization as the key to make large language models disruptive: A comprehensive survey, 2024

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.218633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f3a2b8e3-c2b1-417c-b41b-de84dc8600c2 · outbound

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

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Query Rewriting for Retrieval-Augmented Large Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T18:13:08.577840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01f130ea-6a02-4f73-b18e-c9743eaf2e7b · outbound

This paper cites Distant supervision for relation extraction without labeled data.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Distant supervision for relation extraction without labeled data

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.198583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 74f613de-8ae6-4d94-b4c4-1d534963370b · outbound

This paper cites End-to-end table question answering via retrieval-augmented generation, 2022.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation End-to-end table question answering via retrieval-augmented generation, 2022

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.180797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a7c015b9-303f-4029-a3f7-76d7b7498212 · outbound

This paper cites Holmes: Hyper-relational knowledge graphs for multi-hop question answering using llms, 2024.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Holmes: Hyper-relational knowledge graphs for multi-hop question answering using llms, 2024

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.163140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e975a6e4-0675-4a0e-9e5e-b852439ccb74 · outbound

This paper cites Smith, and Mike Lewis.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Smith, and Mike Lewis

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-10T18:13:08.596411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 507ab03b-1659-4362-8a97-fc2d4cc3f666 · outbound

This paper cites Dynamically fusing recurrent neural networks for multi-hop question answering.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Dynamically fusing recurrent neural networks for multi-hop question answering

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.140605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4560f21e-a6af-4484-9e39-b76873624e13 · outbound

This paper cites Direct preference optimization: Your language model is secretly a reward model.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Direct preference optimization: Your language model is secretly a reward model

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-10T18:13:08.604392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d269e1cc-e03a-4dc6-a82e-ef093f1f14b4 · outbound

This paper cites In-context retrieval-augmented language models.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation In-context retrieval-augmented language models

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.120061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 70363a10-5140-43f6-9375-d9a493672682 · outbound

This paper cites Eratta: Extreme rag for table to answers with large language models, 2024.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Eratta: Extreme rag for table to answers with large language models, 2024

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.107103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6b81f266-c937-4d86-905d-7e28751de2fe · outbound

This paper cites Enhancing retrieval-augmented large language models with iterative retrieval-generation synergy, 2023.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Enhancing retrieval-augmented large language models with iterative retrieval-generation synergy, 2023

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.094218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2a0c9fcb-00c6-425c-bd3f-6b7018e34f7e · outbound

This paper cites Ni, Heung-Yeung Shum, and Jian Guo.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Ni, Heung-Yeung Shum, and Jian Guo

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.080297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f4c9ad6b-1b97-48e3-9e18-53f5515fb82b · outbound

This paper cites Phi-4 technical report, 2024.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Phi-4 technical report, 2024

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.066342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 38fbf941-00e8-4ee8-afbd-2440d548e88a · outbound

This paper cites Qwen2 Technical Report.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Qwen2 Technical Report

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-10T18:13:08.626726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3aeabacf-b46a-4669-a561-226e8218ec22 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation LLaMA: Open and Efficient Foundation Language Models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-10T18:13:08.631216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94ec7568-a37f-49cc-b2b8-0688a813e0d3 · outbound

This paper cites Musique: Multihop questions via single-hop question composition.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Musique: Multihop questions via single-hop question composition

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-10T18:13:08.634839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71af801e-f89a-4937-9abf-839bfe503762 · outbound

This paper cites Interleaving retrieval with chain-of-thought reasoning for knowledge-intensive multi-step questions, 2023.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Interleaving retrieval with chain-of-thought reasoning for knowledge-intensive multi-step questions, 2023

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.046233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4abbdc5d-356d-4325-a53c-c520b6f1b187 · outbound

This paper cites Trl: Transformer reinforcement learning.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Trl: Transformer reinforcement learning

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-10T18:13:08.641535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cd0742f-9e1d-49d7-bacc-d8b6c78839a9 · outbound

This paper cites Freshllms: Refreshing large language models with search engine augmentation, 2023.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Freshllms: Refreshing large language models with search engine augmentation, 2023

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-10T18:13:08.644563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98d00afa-5df8-4d4c-a02b-79f3770ac904 · outbound

This paper cites Survey on factuality in large language models: Knowledge, retrieval and domain-specificity, 2023.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Survey on factuality in large language models: Knowledge, retrieval and domain-specificity, 2023

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.017040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f1217eda-17a7-4471-9c33-8cd68e71d348 · outbound

This paper cites Knowledgpt: Enhancing large language models with retrieval and storage access on knowledge bases, 2023.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Knowledgpt: Enhancing large language models with retrieval and storage access on knowledge bases, 2023

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:09.003537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 743d4a5e-26fc-4991-9ac6-bee0583cf7ff · outbound

This paper cites Rossi, Alexa Siu, Ruiyi Zhang, and Tyler Derr.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Rossi, Alexa Siu, Ruiyi Zhang, and Tyler Derr

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:08.986952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3482b655-41dd-4593-a564-f3431594d835 · outbound

This paper cites Hallucination is inevitable: An innate limitation of large language models, 2024.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Hallucination is inevitable: An innate limitation of large language models, 2024

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-10T18:13:08.659023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70839910-5ae8-4faf-8edb-2ccc74d6a4e7 · outbound

This paper cites an unresolved cited work.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:13:08.961455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 06e2cd02-7c25-4d48-b9ec-23d9839b114e · outbound

This paper cites Crag – comprehensive rag benchmark, 2024.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Crag – comprehensive rag benchmark, 2024

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:08.946215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 82424b38-9919-4384-a42a-8e5dc8f8c96c · outbound

This paper cites HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-10T18:13:08.670146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0b1c00f-7526-4f97-ad8e-9012432d378c · outbound

This paper cites End-to-end beam retrieval for multi-hop question answering, 2024.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation End-to-end beam retrieval for multi-hop question answering, 2024

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:08.933777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3ed0ce15-5d32-4757-8f2c-ed988092a719 · outbound

This paper cites Retrieval-Augmented Generation for AI-Generated Content: A Survey.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Retrieval-Augmented Generation for AI-Generated Content: A Survey

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-10T18:13:08.679857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3131e09-29ff-4a73-8c38-18865f10de4c · outbound

This paper cites Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-10T18:13:08.684008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc41aa43-8e09-4504-8509-0ace1726beef · outbound

This paper cites Chi, Quoc V Le, and Denny Zhou.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Chi, Quoc V Le, and Denny Zhou

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:08.919656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c1f89dcf-cd0c-45dd-b7db-f739ec6d2b0f · outbound

This paper cites Mix-of-granularity: Optimize the chunking granularity for retrieval-augmented generation, 2024.

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation Mix-of-granularity: Optimize the chunking granularity for retrieval-augmented generation, 2024

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:13:08.906215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

Observation 9e7868ee-f4ff-4735-b240-480263709a8e · inbound

ArchRAG: Attributed Community-based Hierarchical Retrieval-Augmented Generation cites this paper.

ArchRAG: Attributed Community-based Hierarchical Retrieval-Augmented Generation PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-05-23T03:32:28.594894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation aec9baa8-43d1-4878-ae35-90ec01573d24 · inbound

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support cites this paper.

Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T14:33:46.182750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e245d13f-7858-4d72-b002-6fc819e80f11 · inbound

SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs cites this paper.

SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T14:58:59.931414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1373feac-eda6-430e-b107-ce08dc0590ce · inbound

Graph-R1: Towards Agentic GraphRAG Framework via End-to-end Reinforcement Learning cites this paper.

Graph-R1: Towards Agentic GraphRAG Framework via End-to-end Reinforcement Learning PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation

Reference 317

Resolution: unresolved; no resolver link, observed 2026-08-06T12:22:06.387800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c3db582-0c5a-4b79-8c01-438a74b10337 · inbound

GOSU: Retrieval-Augmented Generation with Global-Level Optimized Semantic Unit-Centric Framework cites this paper.

GOSU: Retrieval-Augmented Generation with Global-Level Optimized Semantic Unit-Centric Framework PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-05T13:36:43.235912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbfdba9a-c286-4c17-bba1-3704c658772b · inbound

When Iterative RAG Beats Ideal Evidence: A Diagnostic Study in Scientific Multi-hop Question Answering cites this paper.

When Iterative RAG Beats Ideal Evidence: A Diagnostic Study in Scientific Multi-hop Question Answering PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-16T10:32:44.967888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation db362776-1f90-4d42-84e3-76541aecbdf5 · inbound

When Iterative RAG Beats Ideal Evidence: A Diagnostic Study in Scientific Multi-hop Question Answering cites this paper.

When Iterative RAG Beats Ideal Evidence: A Diagnostic Study in Scientific Multi-hop Question Answering PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T07:36:16.103858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c2785ed-8e6d-4023-88a7-4203b061405e · inbound

Citation-Closure Retrieval and Per-Rule Attribution for Real-World Regulatory Compliance Question Answering cites this paper.

Citation-Closure Retrieval and Per-Rule Attribution for Real-World Regulatory Compliance Question Answering PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-06-29T07:53:13.801592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8644de93-25b4-4fca-9c93-39c397930134 · inbound

Agents-K1: Towards Agent-native Knowledge Orchestration cites this paper.

Agents-K1: Towards Agent-native Knowledge Orchestration PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-07-03T15:18:33.926801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d8f84ad3-8440-46f4-a19f-a41b2edfedf0 · inbound

Agents-K1: Towards Agent-native Knowledge Orchestration cites this paper.

Agents-K1: Towards Agent-native Knowledge Orchestration PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-06-30T11:24:38.391586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d4409a9a-5142-454a-8378-fb8e50c6284c · inbound

Agents-K1: Towards Agent-native Knowledge Orchestration cites this paper.

Agents-K1: Towards Agent-native Knowledge Orchestration PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T11:40:47.115907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.