conftrace_

biomedical text

175 papers

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Co-occurring keywords

named entity recognition (2813) large language model (13587) text summarization (896) text classification (6793) relation extraction (919) lay summary (23) language model (4599) natural language inference (1287) domain adaptation (4595) lay summarization (25)

Papers

Overview of the BioLaySumm 2024 Shared Task on the Lay Summarization of Biomedical Research Articles ACL 2024
BAND: Biomedical Alert News Dataset AAAI 2024
Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks EMNLP 2024
MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering NIPS 2024
DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer’s Disease Questions with Scientific Literature EMNLP 2024
Cochrane-auto: An Aligned Dataset for the Simplification of Biomedical Abstracts EMNLP 2024
SciGisPy: a Novel Metric for Biomedical Text Simplification via Gist Inference Score EMNLP 2024
MDC at BioLaySumm Task 1: Evaluating GPT Models for Biomedical Lay Summarization ACL 2023
LHS712EE at BioLaySumm 2023: Using BART and LED to summarize biomedical research articles ACL 2023
Disease Network Constructor: a Pathway Extraction and Visualization ACL 2023
Building a Corpus for Biomedical Relation Extraction of Species Mentions ACL 2023
An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text ACL 2023
Automated Extraction of Molecular Interactions and Pathway Knowledge using Large Language Model, Galactica: Opportunities and Challenges ACL 2023
GRASUM at BioLaySumm Task 1: Background Knowledge Grounding for Readable, Relevant, and Factual Biomedical Lay Summaries ACL 2023
WeLT: Improving Biomedical Fine-tuned Pre-trained Language Models with Cost-sensitive Learning ACL 2023
Controllable Contrastive Generation for Multilingual Biomedical Entity Linking EMNLP 2023
An Entity-based Claim Extraction Pipeline for Real-world Biomedical Fact-checking EACL 2023
CSIRO Data61 Team at BioLaySumm Task 1: Lay Summarisation of Biomedical Research Articles Using Generative Models ACL 2023
Pathology Dynamics at BioLaySumm: the trade-off between Readability, Relevance, and Factuality in Lay Summarization ACL 2023
GLADIS: A General and Large Acronym Disambiguation Benchmark EACL 2023
NCUEE-NLP at SemEval-2023 Task 7: Ensemble Biomedical LinkBERT Transformers in Multi-evidence Natural Language Inference for Clinical Trial Data SEMEVAL 2023
ELiRF-VRAIN at BioNLP Task 1B: Radiology Report Summarization ACL 2023
DARE: Towards Robust Text Explanations in Biomedical and Healthcare Applications ACL 2023
Into the Single Cell Multiverse: an End-to-End Dataset for Procedural Knowledge Extraction in Biomedical Texts NIPS 2023
AniEE: A Dataset of Animal Experimental Literature for Event Extraction EMNLP 2023