34 citations · 74 across the 9 of their papers we have counts for
4 papers · 1 filter
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization
Edoardo Maria Ponti, Ivan Vulić, Goran Glavaš +2
Semantic specialization is the process of fine-tuning pre-trained distributional word vectors using external lexical knowledge (e.g., WordNet) to accentuate a particular semantic r…
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources
Ivan Vulić, Goran Glavaš, Nikola Mrkšić +1
Word vector specialisation (also known as retrofitting) is a portable, light-weight approach to fine-tuning arbitrary distributional word vector spaces by injecting external knowle…
Unsupervised Cross-Lingual Information Retrieval using Monolingual Data Only
Robert Litschko, Goran Glavaš, Simone Paolo Ponzetto +1
We propose a fully unsupervised framework for ad-hoc cross-lingual information retrieval (CLIR) which requires no bilingual data at all. The framework leverages shared cross-lingua…
A Resource-Light Method for Cross-Lingual Semantic Textual Similarity
Goran Glavaš, Marc Franco-Salvador, Simone Paolo Ponzetto +1
Recognizing semantically similar sentences or paragraphs across languages is beneficial for many tasks, ranging from cross-lingual information retrieval and plagiarism detection to…