Results 11 to 20 of about 15,303 (183)
Parallel Architecture: From Problems and Mysteries to Solutions and Explanations. [PDF]
Top Cogn SciAbstract We argue that Jackendoff's Parallel Architecture (PA) is the right way to think about the architecture of the language faculty. The critical property of this architecture is that it allows for genuine explanation by allocating different aspects of linguistic phenomena to appropriate corresponding representations and capacities.
Culicover PW, Varaschin G.
europepmc +2 more sources
Mapping Molecular Pathways of Histone Deacetylase in Alzheimer's Disease with Large Language Model‐Driven Knowledge Discovery [PDF]
Alzheimers DementAbstract Background Despite the classical pathologies in Alzheimer's Disease (AD), novel molecular pathways such as histone deacetylase 6 (HDAC6) have shown promising results. With the growing literature, we need systematic approaches to study the intricate molecular pathways.
Mazumder A +5 more
europepmc +2 more sources
Improving protein coreference resolution by simple semantic classification
BMC Bioinformatics, 2012 Background Current research has shown that major difficulties in event extraction for the biomedical domain are traceable to coreference. Therefore, coreference resolution is believed to be useful for improving event extraction.
Nguyen Ngan +4 more
doaj +1 more source
Lexical Features in Coreference Resolution: To be Used With Caution [PDF]
, 2017 Lexical features are a major source of information in state-of-the-art coreference resolvers. Lexical features implicitly model some of the linguistic phenomena at a fine granularity level.
Moosavi, Nafise Sadat, Strube, Michael
core +2 more sources
Coreference Resolution through a seq2seq Transition-Based System
Transactions of the Association for Computational Linguistics, 2023 Most recent coreference resolution systems use search algorithms over possible spans to identify mentions and resolve coreference. We instead present a coreference resolution system that uses a text-to-text (seq2seq) paradigm to predict mentions and ...
Bernd Bohnet +2 more
doaj +1 more source
Coreference based event-argument relation extraction on biomedical text
Journal of Biomedical Semantics, 2011 This paper presents a new approach to exploit coreference information for extracting event-argument (E-A) relations from biomedical documents. This approach has two advantages: (1) it can extract a large number of valuable E-A relations based on the ...
Yoshikawa Katsumasa +4 more
doaj +1 more source
Optional valency complementations in Czech light verb constructions [PDF]
Linguistica Pragensia, 2021 This paper addresses Czech light verb constructions, partly revising principles of their syntactic structure formation formulated within the Functional Generative Description.
Václava Kettnerová
doaj +1 more source
BMC Bioinformatics, 2017 Background Coreference resolution is the task of finding strings in text that have the same referent as other strings. Failures of coreference resolution are a common cause of false negatives in information extraction from the scientific literature.
K. Bretonnel Cohen +8 more
doaj +1 more source
Computational Linguistics, 2021 Correctly resolving textual mentions of people fundamentally entails making inferences about those people. Such inferences raise the risk of systematic biases in coreference resolution systems, including biases that can harm binary and non-binary trans ...
Yang Trista Cao, Hal Daumé
doaj +1 more source
ELECTRA for Neural Coreference Resolution in Italian
IEEE Access, 2021 In recent years, the impact of Neural Language Models has changed every field of Natural Language Processing. In this scenario, coreference resolution has been among the least considered task, especially in language other than English. This work proposes
Raffaele Guarasci +5 more
doaj +1 more source