Paper Citation Record · LEDGER

Automated Literature Review Using NLP Techniques and LLM-Based Retrieval-Augmented Generation

As of 18 August 2026, this Paper Citation Record lists 5 of 5 outbound references and 5 inbound Pith citation observations for arXiv:2411.18583.

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

pith.paper-citation-record.v1
2411.18583 v1

Coverage vector

measured 5 of 5 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:07:19.827913Z

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:56:55.692374Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T06:29:38.210239Z

Reference resolution

5 of 5 outbound references displayed

verified exact0
verified fuzzy4
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ad3f96ab-43a7-4a5c-b066-25d277df7717 · outbound

This paper cites Automating systematic literature review.

Automated Literature Review Using NLP Techniques and LLM-Based Retrieval-Augmented Generation Automating systematic literature review

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:07:19.923074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2dbe7a12-12bc-4978-a031-4297e8e3528c · outbound

This paper cites Nlp based machine learning approaches for text summariza- tion.

Automated Literature Review Using NLP Techniques and LLM-Based Retrieval-Augmented Generation Nlp based machine learning approaches for text summariza- tion

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:07:19.908593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation eb5f29ca-04ac-4139-8fc0-79bac4f85d33 · outbound

This paper cites TLDR: Extreme Summarization of Scientific Documents.

Automated Literature Review Using NLP Techniques and LLM-Based Retrieval-Augmented Generation TLDR: Extreme Summarization of Scientific Documents

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T11:07:19.816858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bc6be13-892f-4389-9875-33e948d7d716 · outbound

This paper cites Extractive automatic text summarization using SpaCy in Python & NLP.

Automated Literature Review Using NLP Techniques and LLM-Based Retrieval-Augmented Generation Extractive automatic text summarization using SpaCy in Python & NLP

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:07:19.893687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5553578a-aa92-4309-8f5a-064ca3b99fce · outbound

This paper cites ROUGE Score Analysis and Performance Evaluation Between Google T5 and SpaCy for YouTube News Video Summarization.

Automated Literature Review Using NLP Techniques and LLM-Based Retrieval-Augmented Generation ROUGE Score Analysis and Performance Evaluation Between Google T5 and SpaCy for YouTube News Video Summarization

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:07:19.878817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation 6be1b8c7-92e9-4a05-ae34-99c15eaef5f8 · inbound

Who Gets Recommended? Investigating Gender, Race, and Country Disparities in Paper Recommendations from Large Language Models cites this paper.

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T22:56:55.692374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a86629f-7515-4010-8b26-8e325e9ad2de · inbound

How Far Are AI Scientists from Changing the World? cites this paper.

How Far Are AI Scientists from Changing the World? Automated Literature Review Using NLP Techniques and LLM-Based Retrieval-Augmented Generation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T10:55:14.552181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7fb9246-3d70-4a30-b2cc-c34f2cb7619f · inbound

ShinkaEvolve: Towards Open-Ended And Sample-Efficient Program Evolution cites this paper.

ShinkaEvolve: Towards Open-Ended And Sample-Efficient Program Evolution Automated Literature Review Using NLP Techniques and LLM-Based Retrieval-Augmented Generation

Reference 119

Resolution: verified exact; arxiv_id, observed 2026-05-16T13:58:58.860225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 06977a32-b071-40eb-bf02-29aa0c662cf1 · inbound

Whose Name Comes Up? II: Benchmarking and Intervention-Based Auditing of LLM-Based Scholar Recommendation cites this paper.

Whose Name Comes Up? II: Benchmarking and Intervention-Based Auditing of LLM-Based Scholar Recommendation Automated Literature Review Using NLP Techniques and LLM-Based Retrieval-Augmented Generation

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T03:12:47.763970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb203301-69b8-405e-9648-dab4cd45e19e · inbound

Sakana Fugu Technical Report cites this paper.

Sakana Fugu Technical Report Automated Literature Review Using NLP Techniques and LLM-Based Retrieval-Augmented Generation

Reference 155

Resolution: verified exact; arxiv_id, observed 2026-07-04T06:29:38.211725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.