Ensemble methods for unsupervised WSD [PDF]
Combination methods are an effective way of improving system performance. This paper examines the benefits of system combination for unsupervised WSD. We investigate several voting- and arbiter-based combination strategies over a diverse pool of unsupervised WSD systems. Our combination methods rely on predominant senses which are derived automatically
S. BRODY, NAVIGLI, ROBERTO, M. LAPATA
openaire +5 more sources
Intensive use of lexicon and corpus for WSD [PDF]
El artículo trata sobre el uso de información lingüística en la Desambiguación Semántica Automática (DSA). Proponemos un método de DSA basado en conocimiento y no supervisado, que requiere sólo un corpus amplio, previamente etiquetado a nivel morfológico, y muy poco conocimiento gramatical.
Nica, Iulia +3 more
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Free-Breathing Fat Quantification Using a Phase Error-Corrected Cartesian Acquisition With Spiral Profile Ordering. [PDF]
ABSTRACT Purpose To develop a phase‐corrected time‐interleaved multi‐echo gradient echo Cartesian acquisition with spiral profile ordering (TIMGRECASPR) for abdominal large‐FOV proton density fat fraction (PDFF) mapping at 3 T, demonstrating its sampling flexibility and inherent self‐gating capabilities at high isotropic resolutions.
Braun P +7 more
europepmc +2 more sources
Data-driven semantic analysis for multilingual WSD and lexical selection in translation [PDF]
A common way of describing the senses of ambiguous words in multilingual Word Sense Disambiguation (WSD) is by reference to their translation equivalents in another language.
Apidianaki, Marianna
core +3 more sources
Biomedical Word Sense Disambiguation Based on Graph Attention Networks
Biomedical words have many semantics. Biomedical word sense disambiguation (WSD) is an important research issue in biomedicine field. Biomedical WSD refers to the process of determining meanings of ambiguous word according to its context.
Chun-Xiang Zhang +2 more
doaj +1 more source
Mapping Fatty Acid Composition in the Human Knee: Short-Term Repeatability at 3T. [PDF]
ABSTRACT Background Alterations in periarticular lipid composition are implicated in musculoskeletal diseases, yet short‐term reliability of MRI‐based triglyceride composition mapping in the knee is not fully established. Purpose To evaluate 1‐week repeatability of proton‐density fat fraction (PDFF) and triglyceride fatty‐acid composition—saturated ...
Martel D +8 more
europepmc +2 more sources
Überblick und Einführung in das administrative WSD
38 FolienDer Beitrag führt in das Administrative Wertstromdesign (WSD Admin) ein. Er liefert einen Überblick für welche Zielprozesse der Einsatz des WSD Admin sinnvoll ist und zeigt darüber hinaus alternative Methodenansätze ...
Schöllhammer, Oliver
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Precipitation Regulates Phenological Responses of Annual and Perennial Forbs to Warming and Degradation in an Alpine Meadow on the Qinghai–Xizang Plateau [PDF]
Warming and degradation had negligible multi‐year mean effects on annual plant phenology, but their impacts varied strongly with interannual precipitation and spring soil moisture. Degradation amplified warming‐induced advancement of leaf‐out and extended the total active period of the perennial Aster tataricus via microclimatic amplification and ...
Chen L +8 more
europepmc +2 more sources
Improving subcategorization acquisition with WSD [PDF]
We investigate the suitability of sub-categorization acquisition for evaluation of word sense disambiguation (WSD) systems. We modify an existing subcategorization acquisition system to enable it to benefit from WSD. We present a small scale experiment with manually sense annotated data which shows that accurate WSD indeed does improve the accuracy of ...
Judita Preiss, Anna Korhonen
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TWE‐WSD: An effective topical word embedding based word sense disambiguation
Word embedding has been widely used in word sense disambiguation (WSD) and many other tasks in recent years for it can well represent the semantics of words.
Lianyin Jia +5 more
doaj +1 more source

