1 citations · 1 across the 3 of their papers we have counts for
5 papers
Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging
Ayyoob Imani, Silvia Severini, Masoud Jalili Sabet +2
Part-of-Speech (POS) tagging is an important component of the NLP pipeline, but many low-resource languages lack labeled data for training. An established method for training a POS…
Graph Algorithms for Multiparallel Word Alignment
Ayyoob Imani, Masoud Jalili Sabet, Lütfi Kerem Şenel +3
With the advent of end-to-end deep learning approaches in machine translation, interest in word alignments initially decreased; however, they have again become a focus of research…
ParCourE: A Parallel Corpus Explorer for a Massively Multilingual Corpus
Ayyoob Imani, Masoud Jalili Sabet, Philipp Dufter +2
With more than 7000 languages worldwide, multilingual natural language processing (NLP) is essential both from an academic and commercial perspective. Researching typological prope…
An Axiomatic Study of Query Terms Order in Ad-hoc Retrieval
Ayyoob Imani, Amir Vakili, Ali Montazer +1
Classic retrieval methods use simple bag-of-word representations for queries and documents. This representation fails to capture the full semantic richness of queries and documents…
Deep Neural Networks for Query Expansion using Word Embeddings
Ayyoob Imani, Amir Vakili, Ali Montazer +1
Query expansion is a method for alleviating the vocabulary mismatch problem present in information retrieval tasks. Previous works have shown that terms selected for query expansio…