Paper Citation Record · LEDGER

Development of the user-friendly decision aid Rule-based Evaluation and Support Tool (REST) for optimizing the resources of an information extraction task

As of 8 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2506.13177.

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

pith.paper-citation-record.v1
2506.13177 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:40:24.284033Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

15 of 15 outbound references displayed

verified exact4
verified fuzzy10
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a04fc77f-1bcb-4752-9981-0afee591e2a4 · outbound

This paper cites Natural language processing: state of the art, current trends and challenges.

Development of the user-friendly decision aid Rule-based Evaluation and Support Tool (REST) for optimizing the resources of an information extraction task Natural language processing: state of the art, current trends and challenges

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:40:26.293289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 565b2873-185b-415d-a8e1-4454bbf6bddb · outbound

This paper cites Evaluation of ChatGPT on Biomedical Tasks: A Zero -Shot Comparison with Fine-Tuned Generative Transformers.

Development of the user-friendly decision aid Rule-based Evaluation and Support Tool (REST) for optimizing the resources of an information extraction task Evaluation of ChatGPT on Biomedical Tasks: A Zero -Shot Comparison with Fine-Tuned Generative Transformers

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:40:26.168819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 57d0805c-1eb7-421a-b238-e49adcbfba74 · outbound

This paper cites A Zero-shot and Few-shot Study of Instruction-Finetuned Large Language Models Applied to Clinical and Biomedical Tasks.

Development of the user-friendly decision aid Rule-based Evaluation and Support Tool (REST) for optimizing the resources of an information extraction task A Zero-shot and Few-shot Study of Instruction-Finetuned Large Language Models Applied to Clinical and Biomedical Tasks

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-07T00:40:24.998570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 07fba180-5d02-45c9-a209-ea9c1d6a4e0f · outbound

This paper cites Benchmarking large language models for biomedical natural language processing applications and recommendations.

Development of the user-friendly decision aid Rule-based Evaluation and Support Tool (REST) for optimizing the resources of an information extraction task Benchmarking large language models for biomedical natural language processing applications and recommendations

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-07T00:40:24.853490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 676ad5ae-7b0f-4e22-af3d-962701461434 · outbound

This paper cites Rule-based information extraction is dead! Long live rule-based information extraction systems! EMNLP 2013 - 2013 Conf Empir Methods Nat Lang Process Proc Conf.

Development of the user-friendly decision aid Rule-based Evaluation and Support Tool (REST) for optimizing the resources of an information extraction task Rule-based information extraction is dead! Long live rule-based information extraction systems! EMNLP 2013 - 2013 Conf Empir Methods Nat Lang Process Proc Conf

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:40:26.041322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2c97adf4-8dc8-4aaa-83e3-70509240e7d5 · outbound

This paper cites Clinical information extraction applications: A literature review.

Development of the user-friendly decision aid Rule-based Evaluation and Support Tool (REST) for optimizing the resources of an information extraction task Clinical information extraction applications: A literature review

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:40:25.907045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 701263e3-240c-4efa-80fa-8b61b95c0428 · outbound

This paper cites Design of a rule based bio medical entity extractor.

Development of the user-friendly decision aid Rule-based Evaluation and Support Tool (REST) for optimizing the resources of an information extraction task Design of a rule based bio medical entity extractor

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:40:25.774758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2831b8b3-2e20-45eb-87d8-75cd58601968 · outbound

This paper cites Automatic Annotation Tool to Support Supervised Machine Learning for Scaphoid Fracture Detection.

Development of the user-friendly decision aid Rule-based Evaluation and Support Tool (REST) for optimizing the resources of an information extraction task Automatic Annotation Tool to Support Supervised Machine Learning for Scaphoid Fracture Detection

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:40:25.683881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b77466de-dd3e-447f-8884-2bb2db8148a7 · outbound

This paper cites Symbolic rule-based classification of lung cancer stages from free-text pathology reports.

Development of the user-friendly decision aid Rule-based Evaluation and Support Tool (REST) for optimizing the resources of an information extraction task Symbolic rule-based classification of lung cancer stages from free-text pathology reports

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:40:25.573060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 30b26f51-aa1b-4ac8-ac40-a16bc8d84616 · outbound

This paper cites Comparison of Natural Language Processing Techniques i n Analysis of Sparse Clinical Data: Insulin Decline by Patients.

Development of the user-friendly decision aid Rule-based Evaluation and Support Tool (REST) for optimizing the resources of an information extraction task Comparison of Natural Language Processing Techniques i n Analysis of Sparse Clinical Data: Insulin Decline by Patients

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:40:25.462230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 29338d58-57b1-45ca-b9c8-ad94fd61b252 · outbound

This paper cites Named Entity Recognition for Electronic Health Records: A Comparison of Rule-based and Machine Learning Approaches.

Development of the user-friendly decision aid Rule-based Evaluation and Support Tool (REST) for optimizing the resources of an information extraction task Named Entity Recognition for Electronic Health Records: A Comparison of Rule-based and Machine Learning Approaches

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-07T00:40:24.664551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5b3ad534-5d96-43db-b9d5-8138b5cbdaf9 · outbound

This paper cites an unresolved cited work.

Development of the user-friendly decision aid Rule-based Evaluation and Support Tool (REST) for optimizing the resources of an information extraction task Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:40:25.356277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 94d926f3-0912-4e32-a711-efc4672b0949 · outbound

This paper cites Context-aware Self-Attention Networks for Natural Language Processing.

Development of the user-friendly decision aid Rule-based Evaluation and Support Tool (REST) for optimizing the resources of an information extraction task Context-aware Self-Attention Networks for Natural Language Processing

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:40:25.225773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c5458591-c2f8-4b2f-b3e8-3f82b4ce92ce · outbound

This paper cites The More, the Better? Modalities of Metastatic Status Extraction on Free Medical Reports Based on Natural Language Processing.

Development of the user-friendly decision aid Rule-based Evaluation and Support Tool (REST) for optimizing the resources of an information extraction task The More, the Better? Modalities of Metastatic Status Extraction on Free Medical Reports Based on Natural Language Processing

Reference 14

Resolution: verified exact; raw_fallback, observed 2026-08-07T00:40:24.478888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9662bbc8-704a-462c-ad92-bcf16b7abe46 · outbound

This paper cites How to improve cancer Patients ENrollment within clinical trials from rEal Life databases using the OMOP oncology Extension : the French PENELOPE initiative.

Development of the user-friendly decision aid Rule-based Evaluation and Support Tool (REST) for optimizing the resources of an information extraction task How to improve cancer Patients ENrollment within clinical trials from rEal Life databases using the OMOP oncology Extension : the French PENELOPE initiative

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:40:25.121521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.