Paper Citation Record · LEDGER

Temporal Entailment Pretraining for Clinical Language Models over EHR Data

As of 20 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2504.18128.

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

pith.paper-citation-record.v1
2504.18128 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:28:00.904395Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

14 of 14 outbound references displayed

verified exact1
verified fuzzy2
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cde74d63-006f-4591-822d-b291edf7f55e · outbound

This paper cites Enhancing Antibiotic Stewardship using a Natural Language Approach for Better Feature Representation.

Temporal Entailment Pretraining for Clinical Language Models over EHR Data Enhancing Antibiotic Stewardship using a Natural Language Approach for Better Feature Representation

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-16T10:28:01.437586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6838b550-5601-4590-a41f-eb0c9d905ba8 · outbound

This paper cites Publicly Available Clinical BERT Embeddings.

Temporal Entailment Pretraining for Clinical Language Models over EHR Data Publicly Available Clinical BERT Embeddings

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T10:28:00.727982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1a22d14-c2dd-4aee-879b-644e213affc8 · outbound

This paper cites Text Serialization and Their Relationship with the Conventional Paradigms of Tabular Machine Learning.

Temporal Entailment Pretraining for Clinical Language Models over EHR Data Text Serialization and Their Relationship with the Conventional Paradigms of Tabular Machine Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T10:28:00.859268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60f01db0-3094-4b2f-9e8e-0a0e8e5a0b5e · outbound

This paper cites Lessons from natural language inference in the clinical domain.

Temporal Entailment Pretraining for Clinical Language Models over EHR Data Lessons from natural language inference in the clinical domain

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:28:01.794935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ef65441b-69c9-43c6-9966-74d114b89b35 · outbound

This paper cites Masked Language Model Scoring.

Temporal Entailment Pretraining for Clinical Language Models over EHR Data Masked Language Model Scoring

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T10:28:00.879528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 369d23e3-9986-413d-a267-c98d9da5b2a4 · outbound

This paper cites MOTOR: A Time-To-Event Foundation Model For Structured Medical Records.

Temporal Entailment Pretraining for Clinical Language Models over EHR Data MOTOR: A Time-To-Event Foundation Model For Structured Medical Records

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T10:28:00.886245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f774fc2f-bd60-428d-bb2f-e1b151cf98d2 · outbound

This paper cites RoFormer: Enhanced Transformer with Rotary Position Embedding.

Temporal Entailment Pretraining for Clinical Language Models over EHR Data RoFormer: Enhanced Transformer with Rotary Position Embedding

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T10:28:00.897382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 629bd261-bd31-47c7-b4bf-2f19d091394d · outbound

This paper cites Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference.

Temporal Entailment Pretraining for Clinical Language Models over EHR Data Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T10:28:00.904395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 060843a2-8bf2-4f13-95d8-76da1809e74b · outbound

This paper cites Deep learning based question generation using t5 transformer.

Temporal Entailment Pretraining for Clinical Language Models over EHR Data Deep learning based question generation using t5 transformer

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:28:01.829000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ff07c116-56ab-4a78-8184-77b4c259a08d · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Temporal Entailment Pretraining for Clinical Language Models over EHR Data BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-16T10:28:00.758387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb7701bf-cd47-4e53-9825-d0810eea8236 · outbound

This paper cites ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission.

Temporal Entailment Pretraining for Clinical Language Models over EHR Data ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-16T10:28:00.806761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 764cbfaf-63b0-4568-b1c9-e5aff8b01979 · outbound

This paper cites Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences.

Temporal Entailment Pretraining for Clinical Language Models over EHR Data Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-16T10:28:00.847382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9409374-6ce0-48db-baf2-bdb145275c6c · outbound

This paper cites TabLLM: Few-shot Classification of Tabular Data with Large Language Models.

Temporal Entailment Pretraining for Clinical Language Models over EHR Data TabLLM: Few-shot Classification of Tabular Data with Large Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-16T10:28:00.793156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0195cc3-dc2e-4b0d-9f0a-d7192a3fd388 · outbound

This paper cites Can Large Language Models abstract Medical Coded Language?.

Temporal Entailment Pretraining for Clinical Language Models over EHR Data Can Large Language Models abstract Medical Coded Language?

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-16T10:28:00.822733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.