Word Sense Disambiguation Based on RegNet With Efficient Channel Attention and Dilated Convolution
Word sense disambiguation (WSD) is one of key problems in field of natural language processing. Ambiguous word often has different meanings in different contexts.
Chun-Xiang Zhang+2 more
doaj +1 more source
Network Cooperation with Progressive Disambiguation for Partial Label Learning [PDF]
Partial Label Learning (PLL) aims to train a classifier when each training instance is associated with a set of candidate labels, among which only one is correct but is not accessible during the training phase. The common strategy dealing with such ambiguous labeling information is to disambiguate the candidate label sets. Nonetheless, existing methods
arxiv
Two-word and Three-word Disambiguation Rules for Telugu Language Sentences: A Practical Approach [PDF]
This paper describes Two-word and Three-word Disambiguation Rules for Telugu language sentences, which are written in WX-notation. Generally in real life good number of words, which are having many meanings.
J. Sreedhar
core +1 more source
A Supervised Word Sense Disambiguation Method Using Ontology and Context Knowledge [PDF]
Word Sense Disambiguation is one of the basic tasks in Natural language processing. It is the method of selecting the correct sense of the word in the given context. It is applied whenever a semantic understanding of text is needed.
Agrawal, Avinash, Kasture, Neha R.
core +1 more source
Who gets redeployed? Inventor characteristics and resource redeployment decisions
Abstract Research Summary While the literature highlights the benefits of internally redeploying resources, there is less empirical guidance on which resources are most likely to be redeployed. We examine the relationship between inventor characteristics and redeployment decisions, motivated by the tension between costs and benefits of keeping a ...
Kyungsoo Kim, Isin Guler, Samina Karim
wiley +1 more source
Freedom's values: The good and the right
Abstract How is freedom valuable? And how should we go about defining freedom? In this essay, I discuss a distinction between two general ways of valuing freedom: one appeals to the good (e.g., to freedom's contribution to well‐being); the other appeals to how persons have reason to treat one another in virtue of their status as purposive beings (to ...
Pietro Intropi
wiley +1 more source
Evaluating Feature Extraction Methods for Biomedical Word Sense Disambiguation [PDF]
Evaluating Feature Extraction Methods for Biomedical WSD Clint Cuffy, Sam Henry and Bridget McInnes, PhD Virginia Commonwealth University, Richmond, Virginia, USA Introduction.
Cuffy, Clint A+2 more
core +2 more sources
ABSTRACT Multi‐purpose large language models (LLMs), a subset of generative artificial intelligence (AI), have recently made significant progress. While expectations for LLMs to assist systems engineering (SE) tasks are paramount; the interdisciplinary and complex nature of systems, along with the need to synthesize deep‐domain knowledge and ...
Taylan G. Topcu+3 more
wiley +1 more source
Distortive Effects of Initial-Based Name Disambiguation on Measurements of Large-Scale Coauthorship Networks [PDF]
Scholars have often relied on name initials to resolve name ambiguities in large-scale coauthorship network research. This approach bears the risk of incorrectly merging or splitting author identities. The use of initial-based disambiguation has been justified by the assumption that such errors would not affect research findings too much.
arxiv +1 more source
Exploring the Emotional Functions of Co‐Speech Hand Gesture in Language and Communication
Abstract Research over the past four decades has built a convincing case that co‐speech hand gestures play a powerful role in human cognition . However, this recent focus on the cognitive function of gesture has, to a large extent, overlooked its emotional role—a role that was once central to research on bodily expression.
Spencer D. Kelly, Quang‐Anh Ngo Tran
wiley +1 more source