Results 21 to 30 of about 370,495 (283)
Studia Universitatis Babeş-Bolyai. Philologia, 2020 Interlanguage Connections Reflected Lexicographically. A Comparative Study of Romanian, Italian and French. The present article focuses on the concept of etymological word family and the way in which it is reflected in three Romance languages – Romanian,
Cristian MOROIANU
doaj +1 more source
Learning Word Representations from Relational Graphs [PDF]
, 2014 Attributes of words and relations between two words are central to numerous tasks in Artificial Intelligence such as knowledge representation, similarity measurement, and analogy detection.
AAAI, +4 more
core +2 more sources
Analogy Models for Neural Word Inflection [PDF]
Proceedings of the 28th International Conference on Computational Linguistics, 2020 Analogy is assumed to be the cognitive mechanism speakers resort to in order to inflect an unknown form of a lexeme based on knowledge of other words in a language. In this process, an analogy is formed between word forms within an inflectional paradigm but also across paradigms.
Ling Liu, Mans Hulden
openaire +1 more source
Learning Analogies and Semantic Relations [PDF]
, 2003 We present an algorithm for learning from unlabeled text, based on the Vector Space Model (VSM) of information retrieval, that can solve verbal analogy questions of the kind found in the Scholastic Aptitude Test (SAT).
Littman, Michael, Turney, Peter
core +4 more sources
Insights into Analogy Completion from the Biomedical Domain [PDF]
, 2017 Analogy completion has been a popular task in recent years for evaluating the semantic properties of word embeddings, but the standard methodology makes a number of assumptions about analogies that do not always hold, either in recent benchmark datasets ...
Fosler-Lussier, Eric +2 more
core +2 more sources
Similarity of Semantic Relations [PDF]
, 2006 There are at least two kinds of similarity. Relational similarity is correspondence between relations, in contrast with attributional similarity, which is correspondence between attributes. When two words have a high degree of attributional similarity,
Morris Jane, Peter D. Turney
core +3 more sources
On Evaluation of Bangla Word Analogies
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023 This paper presents a high-quality dataset for evaluating the quality of Bangla word embeddings, which is a fundamental task in the field of Natural Language Processing (NLP). Despite being the 7th most-spoken language in the world, Bangla is a low-resource language and popular NLP models fail to perform well.
Akter, Mousumi +2 more
openaire +2 more sources
BMC Medical Informatics and Decision Making, 2018 Background In the past few years, neural word embeddings have been widely used in text mining. However, the vector representations of word embeddings mostly act as a black box in downstream applications using them, thereby limiting their interpretability.
Zhiwei Chen +3 more
doaj +1 more source
Human-Level Performance on Word Analogy Questions by Latent Relational Analysis [PDF]
, 2004 This paper introduces Latent Relational Analysis (LRA), a method for measuring relational similarity. LRA has potential applications in many areas, including information extraction, word sense disambiguation, machine translation, and information ...
Turney, Peter D.
core +2 more sources
On the Analogical Suffixation of Paired Antonyms: The Case of English innie and outie
Atlantis, 2020 In English, there are a series of paired antonyms ending with the same suffix, particularly in slang or colloquial speech—stardom, regulardom/unknowndom; friendship, enemyship; singlehood, marriedhood, etc.
Jose A. Sánchez Fajardo
doaj +1 more source