Opportunities and challenges for ChatGPT and large language models in biomedicine and health
ChatGPT has drawn considerable attention from both the general public and domain experts
with its remarkable text generation capabilities. This has subsequently led to the emergence …
with its remarkable text generation capabilities. This has subsequently led to the emergence …
Anaphora and coreference resolution: A review
Coreference resolution aims at resolving repeated references to an object in a document
and forms a core component of natural language processing (NLP) research. When used as …
and forms a core component of natural language processing (NLP) research. When used as …
[PDF][PDF] Overview of BioNLP'09 shared task on event extraction
The paper presents the design and implementation of the BioNLP'09 Shared Task, and
reports the final results with analysis. The shared task consists of three sub-tasks, each of …
reports the final results with analysis. The shared task consists of three sub-tasks, each of …
An annotated dataset of coreference in English literature
D Bamman, O Lewke, A Mansoor - arXiv preprint arXiv:1912.01140, 2019 - arxiv.org
We present in this work a new dataset of coreference annotations for works of literature in
English, covering 29,103 mentions in 210,532 tokens from 100 works of fiction. This dataset …
English, covering 29,103 mentions in 210,532 tokens from 100 works of fiction. This dataset …
[HTML][HTML] Coreference resolution: A review of general methodologies and applications in the clinical domain
J Zheng, WW Chapman, RS Crowley… - Journal of biomedical …, 2011 - Elsevier
Coreference resolution is the task of determining linguistic expressions that refer to the same
real-world entity in natural language. Research on coreference resolution in the general …
real-world entity in natural language. Research on coreference resolution in the general …
Coreference resolution for the biomedical domain: A survey
Issues with coreference resolution are one of the most frequently mentioned challenges for
information extraction from the biomedical literature. Thus, the biomedical genre has long …
information extraction from the biomedical literature. Thus, the biomedical genre has long …
Annotation and detection of drug effects in text for pharmacovigilance
P Thompson, S Daikou, K Ueno… - Journal of …, 2018 - Springer
Pharmacovigilance (PV) databases record the benefits and risks of different drugs, as a
means to ensure their safe and effective use. Creating and maintaining such resources can …
means to ensure their safe and effective use. Creating and maintaining such resources can …
A multi-level methodology for the automated translation of a coreference resolution dataset: an application to the Italian language
In the last decade, the demand for readily accessible corpora has touched all areas of
natural language processing, including coreference resolution. However, it is one of the …
natural language processing, including coreference resolution. However, it is one of the …
A comprehensive review on feature set used for anaphora resolution
Abstract In linguistics, the Anaphora Resolution (AR) is the method of identifying the
antecedent for anaphora. In simple terms, this is the problem that helps to solve what the …
antecedent for anaphora. In simple terms, this is the problem that helps to solve what the …
Coreference based event-argument relation extraction on biomedical text
This paper presents a new approach to exploit coreference information for extracting event-
argument (EA) relations from biomedical documents. This approach has two advantages:(1) …
argument (EA) relations from biomedical documents. This approach has two advantages:(1) …