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

5cNLP at BioLaySumm2025: Prompts, Retrieval, and Multimodal Fusion ACL 2025
MIRAGES at BioLaySumm2025: The Impact of Search Terms and Data Curation for Biomedical Lay Summarization ACL 2025
SUWMIT at BioLaySumm2025: Instruction-based Summarization with Contrastive Decoding ACL 2025
BDA-UC3M @ BioLaySumm: Efficient Lay Summarization with Small-Scale SoTA LLMs ACL 2025
CUTN_Bio at BioLaySumm: Multi-Task Prompt Tuning with External Knowledge and Readability adaptation for Layman Summarization ACL 2025
Findings of the WMT 2024 Biomedical Translation Shared Task: Test Sets on Abstract Level EMNLP 2024
Overview of the BioLaySumm 2024 Shared Task on the Lay Summarization of Biomedical Research Articles ACL 2024
Multilevel Analysis of Biomedical Domain Adaptation of Llama 2: What Matters the Most? A Case Study ACL 2024
SciGisPy: a Novel Metric for Biomedical Text Simplification via Gist Inference Score EMNLP 2024
BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers EMNLP 2024
CaresAI at SemEval-2024 Task 2: Improving Natural Language Inference in Clinical Trial Data using Model Ensemble and Data Explanation SEMEVAL 2024
Saama Technologies at BioLaySumm: Abstract based fine-tuned models with LoRA ACL 2024
NYCU-NLP at SemEval-2024 Task 2: Aggregating Large Language Models in Biomedical Natural Language Inference for Clinical Trials SEMEVAL 2024
TpT-ADE: Transformer Based Two-Phase ADE Extraction CONLL 2024
FZI-WIM at SemEval-2024 Task 2: Self-Consistent CoT for Complex NLI in Biomedical Domain SEMEVAL 2024
Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding COLING 2024
BAND: Biomedical Alert News Dataset AAAI 2024
TüDuo at SemEval-2024 Task 2: Flan-T5 and Data Augmentation for Biomedical NLI NAACL 2024
DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer’s Disease Questions with Scientific Literature EMNLP 2024
YNU-HPCC at SemEval-2024 Task 2: Applying DeBERTa-v3-large to Safe Biomedical Natural Language Inference for Clinical Trials NAACL 2024
SciMind: A Multimodal Mixture-of-Experts Model for Advancing Pharmaceutical Sciences ACL 2024
RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical Texts ACL 2024
Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks EMNLP 2024
Hostomytho: A GWAP for Synthetic Clinical Texts Evaluation and Annotation COLING 2024
Mention-Agnostic Information Extraction for Ontological Annotation of Biomedical Articles ACL 2024