Cover Image

JEBS: A Fine-grained Biomedical Lexical Simplification Task

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xia, William, Unde, Ishita, Ondov, Brian, Demner-Fushman, Dina
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Lessons from the TREC Plain Language Adaptation of Biomedical Abstracts (PLABA) track
by: Ondov, Brian, et al.
Published: (2025)

BioACE: An Automated Framework for Biomedical Answer and Citation Evaluations
by: Gupta, Deepak, et al.
Published: (2026)

A Dataset for Addressing Patient's Information Needs related to Clinical Course of Hospitalization
by: Soni, Sarvesh, et al.
Published: (2025)

Automated Evaluation can Distinguish the Good and Bad AI Responses to Patient Questions about Hospitalization
by: Soni, Sarvesh, et al.
Published: (2025)

Toward Relieving Clinician Burden by Automatically Generating Progress Notes using Interim Hospital Data
by: Soni, Sarvesh, et al.
Published: (2024)

Overview of the ClinIQLink 2025 Shared Task on Medical Question-Answering
by: Colelough, Brandon, et al.
Published: (2025)

A Dataset and Benchmark for Consumer Healthcare Question Summarization
by: Basu, Abhishek, et al.
Published: (2025)

Quantifying Hallucinations in Language Language Models on Medical Textbooks
by: Colelough, Brandon C., et al.
Published: (2026)

Overview of TREC 2024 Medical Video Question Answering (MedVidQA) Track
by: Gupta, Deepak, et al.
Published: (2024)

Automatic Lexical Simplification for Turkish
by: Uluslu, Ahmet Yavuz
Published: (2022)

Overview of TREC 2024 Biomedical Generative Retrieval (BioGen) Track
by: Gupta, Deepak, et al.
Published: (2024)

Overview of TREC 2025 Biomedical Generative Retrieval (BioGen) Track
by: Gupta, Deepak, et al.
Published: (2026)

New Evaluation Paradigm for Lexical Simplification
by: Qiang, Jipeng, et al.
Published: (2025)

A Dataset and Resources for Identifying Patient Health Literacy Information from Clinical Notes
by: Bittner, Madeline, et al.
Published: (2026)

An LLM-Enhanced Adversarial Editing System for Lexical Simplification
by: Tan, Keren, et al.
Published: (2024)

Lexical Complexity Prediction and Lexical Simplification for Catalan and Spanish: Resource Creation, Quality Assessment, and Ethical Considerations
by: Bott, Stefan, et al.
Published: (2024)

MultiLS: A Multi-task Lexical Simplification Framework
by: North, Kai, et al.
Published: (2024)

ALEXSIS-PT: A New Resource for Portuguese Lexical Simplification
by: North, Kai, et al.
Published: (2022)

Towards Trustworthy Lexical Simplification: Exploring Safety and Efficiency with Small LLMs
by: Hayakawa, Akio, et al.
Published: (2025)

Redefining Simplicity: Benchmarking Large Language Models from Lexical to Document Simplification
by: Qiang, Jipeng, et al.
Published: (2025)

Large Language Models for Biomedical Text Simplification: Promising But Not There Yet
by: Li, Zihao, et al.
Published: (2024)

A Penalty Goes a Long Way: Measuring Lexical Diversity in Synthetic Texts Under Prompt-Influenced Length Variations
by: Deshpande, Vijeta, et al.
Published: (2025)

Making Knowledge Accessible: Divergent Readability-Accuracy Strategies of Mistral and QWen in Biomedical Text Simplification
by: Githinji, P. Bilha, et al.
Published: (2025)

SciGisPy: a Novel Metric for Biomedical Text Simplification via Gist Inference Score
by: Lyu, Chen, et al.
Published: (2024)

ctELM: Decoding and Manipulating Embeddings of Clinical Trials with Embedding Language Models
by: Ondov, Brian, et al.
Published: (2026)

Taiyi: A Bilingual Fine-Tuned Large Language Model for Diverse Biomedical Tasks
by: Luo, Ling, et al.
Published: (2023)

Role of Dependency Distance in Text Simplification: A Human vs ChatGPT Simplification Comparison
by: Lee, Sumi, et al.
Published: (2024)

Taming CATS: Controllable Automatic Text Simplification through Instruction Fine-Tuning with Control Tokens
by: Hubarava, Hanna, et al.
Published: (2026)

Measuring Lexical Diversity of Synthetic Data Generated through Fine-Grained Persona Prompting
by: Kambhatla, Gauri, et al.
Published: (2025)

Capability Salience Vector: Fine-grained Alignment of Loss and Capabilities for Downstream Task Scaling Law
by: Ge, Qiming, et al.
Published: (2025)

Text Simplification with Sentence Embeddings
by: Shardlow, Matthew
Published: (2025)

UPLex: Fine-Grained Personality Control in Large Language Models via Unsupervised Lexical Modulation
by: Li, Tianlong, et al.
Published: (2023)

Crowdsourcing Lexical Diversity
by: Khalilia, Hadi, et al.
Published: (2024)

Dispersion Measures as Predictors of Lexical Decision Time, Word Familiarity, and Lexical Complexity
by: Nohejl, Adam, et al.
Published: (2025)

TaxoLLaMA: WordNet-based Model for Solving Multiple Lexical Semantic Tasks
by: Moskvoretskii, Viktor, et al.
Published: (2024)

Evaluating the Evaluator: Problems with SemEval-2020 Task 1 for Lexical Semantic Change Detection
by: Phan-Tat, Bach, et al.
Published: (2026)

JuniperLiu at CoMeDi Shared Task: Models as Annotators in Lexical Semantics Disagreements
by: Liu, Zhu, et al.
Published: (2024)

Enhancing Task-Oriented Dialogues with Chitchat: a Comparative Study Based on Lexical Diversity and Divergence
by: Stricker, Armand, et al.
Published: (2023)

FineDialFact: A benchmark for Fine-grained Dialogue Fact Verification
by: Chen, Xiangyan, et al.
Published: (2025)

The SAMER Arabic Text Simplification Corpus
by: Alhafni, Bashar, et al.
Published: (2024)