Results 151 to 160 of about 5,494 (182)

Large-scale image annotation using visual synset

2011 International Conference on Computer Vision, 2011
We address the problem of large-scale annotation of web images. Our approach is based on the concept of visual synset, which is an organization of images which are visually-similar and semantically-related. Each visual synset represents a single prototypical visual concept, and has an associated set of weighted annotations. Linear SVM's are utilized to
James M Rehg
exaly   +2 more sources

Multimodal tag synset induction

7th International Symposium on Advances in Electrical, Electronics, and Computer Engineering, 2022
Menghan Xu, Bo Sun, Jing Jiang, Fangxiang Feng   +3 more
exaly   +2 more sources

Multi-Modal Word Synset Induction

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
A word in natural language can be polysemous, having multiple meanings, as well as synonymous, meaning the same thing as other words. Word sense induction attempts to find the senses of polysemous words. Synonymy detection attempts to find when two words are interchangeable.
Jesse Thomason, Raymond J. Mooney
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Towards Interval Version of Fuzzy Synsets

2016
WordNet-like Lexical Databases (WLDs) group English words into synsets, being utilized in several text mining applications. Synsets were also open to criticism, because while synset members (wordsenses) are, in practice, considered as compeers, yet in theory not all of them represent the synset meaning with a same degree.
Sayyed Ali, Hossayni, Mohammad R, Rajati, Esteve Del, Acebo, REFORGIATO RECUPERO, DIEGO ANGELO GAETANO, Aldo, Gangemi, Mohammad R, Akbarzadeh T, Josep, Lluis de La Rosa I. Esteva   +6 more
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Language-specific Synsets and Challenges in Synset Linkage in Urdu WordNet

2016
The Urdu WordNet is being developed following the process used to develop the Hindi WordNet by using the Expansion Approach. This paper, in the first part, presents some of our experiences that we gathered in the process of building the Urdu WordNet as a part of the IndoWordNet.
Rizwanur Rahman, Mazhar Mehdi Hussain, Niladri Sekhar Dash   +2 more
openaire   +1 more source

Information retrieval in Telugu language using Synset relationships

2013 15th International Conference on Advanced Computing Technologies (ICACT), 2013
Information Technology brought many applications of Information Retrieval as simple as possible through Web and other Digital Information Access Environment. There is a demand in building Applications of IR in Local languages, which allows common people with minimal knowledge in at least one language to avail the information services.
Kolikipogu Ramakrishna, B Padmaja Rani, D Subrahmanyam   +2 more
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Crowdsourcing synset relations with Genus-Species-Match

2015 Artificial Intelligence and Natural Language and Information Extraction, Social Media and Web Search FRUCT Conference (AINL-ISMW FRUCT), 2015
Enabling a domain-specific lexical resource is useful for improving the performance of a natural language processing system. However, such resources may be represented in the form of glossaries—terms provided with their sense definitions. Despite the problem of integrating such domain-specific glossaries into more sophisticated general purpose ...
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Dimentional sentiment analysis by synsets and sense definitions

2016 International Conference on Asian Language Processing (IALP), 2016
This paper proposed several approaches to predict sentiment feature values by information provided in semantic resources. The rating of a sentiment feature of a target word was predicted by weighted averaging of similar words in WordNet or Cilin whose sets of senses greatly overlapped with the sense set of the target.
Chuan-Jie Lin, Hao-Tsung Chang
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Exploring Latin WordNet synset annotation with LLMs

Proceedings of the 13th Global Wordnet Conference
This study explores the application of Large Language Models to populate synsets in the Latin WordNet, keeping a human-in-the-loop approach. We compare zero-shot, few-shot, and fine-tuning methods against an English baseline. Quantitative analysis reveals significant improvements from zero-shot to fine-tuned approaches, with the latter outperforming ...
Santoro, Daniela, Marchesi, Beatrice, Zampetta, Silvia, Del Tredici, Marco, Biagetti, Erica, Litta, Eleonora, Combei, Claudia Roberta, Rocchi, Stefano, Facchinetti, Tullio, Ginevra, Riccardo, Zanchi, Chiara   +10 more
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Mapping of Selected Synsets to Semantic Features

2016
In the paper we devise a novel algorithm related to the area of natural language processing. The algorithm is capable of building a mapping between the sets of semantic features and the words available in semantic dictionaries called wordnets. In our research we consider wordnets as ontologies, paying particular attention to hypernymy relation.
Tomasz Jastrząb, Grzegorz Kwiatkowski, Paweł Sadowski   +2 more
openaire   +1 more source