Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:40:24.284033Z
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 16 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.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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
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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+00:00.
Pith citing papers
No inbound Pith citation observations are available.