Try to substitute: An unsupervised chinese word sense disambiguation method based on hownet
Word sense disambiguation (WSD) is a fundamental natural language processing task.
Unsupervised knowledge-based WSD only relies on a lexical knowledge base as the sense …
Unsupervised knowledge-based WSD only relies on a lexical knowledge base as the sense …
Improving hownet-based Chinese word sense disambiguation with translations
Word sense disambiguation (WSD) is the task of identifying the intended sense of a word in
context. While prior work on unsupervised WSD has leveraged lexical knowledge bases …
context. While prior work on unsupervised WSD has leveraged lexical knowledge bases …
Word Sense Disambiguation Based on RegNet With Efficient Channel Attention and Dilated Convolution
CX Zhang, YL Shao, XY Gao - IEEE Access, 2023 - ieeexplore.ieee.org
Word sense disambiguation (WSD) is one of key problems in field of natural language
processing. Ambiguous word often has different meanings in different contexts. WSD is the …
processing. Ambiguous word often has different meanings in different contexts. WSD is the …
Word sense disambiguation for 158 languages using word embeddings only
V Logacheva, D Teslenko, A Shelmanov… - arXiv preprint arXiv …, 2020 - arxiv.org
Disambiguation of word senses in context is easy for humans, but is a major challenge for
automatic approaches. Sophisticated supervised and knowledge-based models were …
automatic approaches. Sophisticated supervised and knowledge-based models were …
Chinese word sense embedding with sememewsd and synonym set
Word embedding is a fundamental natural language processing task which can learn
feature of words. However, most word embedding methods assign only one vector to a word …
feature of words. However, most word embedding methods assign only one vector to a word …
Towards a historical dictionary for Arabic language
A historical dictionary is a language dictionary which studies the evolution of the
construction of words and their meanings through the chronological stages the language …
construction of words and their meanings through the chronological stages the language …
Monolingual alignment of word senses and definitions in lexicographical resources
S Ahmadi - arXiv preprint arXiv:2209.02465, 2022 - arxiv.org
The focus of this thesis is broadly on the alignment of lexicographical data, particularly
dictionaries. In order to tackle some of the challenges in this field, two main tasks of word …
dictionaries. In order to tackle some of the challenges in this field, two main tasks of word …
Context-Aware Semantic Similarity Measurement for Unsupervised Word Sense Disambiguation
J Martinez-Gil - arXiv preprint arXiv:2305.03520, 2023 - arxiv.org
The issue of word sense ambiguity poses a significant challenge in natural language
processing due to the scarcity of annotated data to feed machine learning models to face the …
processing due to the scarcity of annotated data to feed machine learning models to face the …
Building Sense Representations in Danish by Combining Word Embeddings with Lexical Resources
IR Olsen, BS Pedersen, A Sayeed - Proceedings of the 2020 …, 2020 - aclanthology.org
Our aim is to identify suitable sense representations for NLP in Danish. We investigate
sense inventories that correlate with human interpretations of word meaning and ambiguity …
sense inventories that correlate with human interpretations of word meaning and ambiguity …
Enhancing digital text collections with detailed metadata to improve retrieval
LH Ball - 2020 - search.proquest.com
Digital text collections are increasingly important, as they enable researchers to explore new
ways of interacting with texts through the use of technology. Various tools have been …
ways of interacting with texts through the use of technology. Various tools have been …