no code implementations • NAACL (ACL) 2022 • Manoj Kumar, Yuval Merhav, Haidar Khan, Rahul Gupta, Anna Rumshisky, Wael Hamza
Use of synthetic data is rapidly emerging as a realistic alternative to manually annotating live traffic for industry-scale model building.
no code implementations • COLING (WNUT) 2022 • Liam Hebert, Raheleh Makki, Shubhanshu Mishra, Hamidreza Saghir, Anusha Kamath, Yuval Merhav
Entity Linking (EL) is the gateway into Knowledge Bases.
1 code implementation • Findings (EMNLP) 2021 • Justin Payan, Yuval Merhav, He Xie, Satyapriya Krishna, Anil Ramakrishna, Mukund Sridhar, Rahul Gupta
There is an increasing interest in continuous learning (CL), as data privacy is becoming a priority for real-world machine learning applications.
1 code implementation • COLING 2018 • Yuval Merhav, Stephen Ash
We analyze some of the fundamental design challenges that impact the development of a multilingual state-of-the-art named entity transliteration system, including curating bilingual named entity datasets and evaluation of multiple transliteration methods.
1 code implementation • 4 Nov 2016 • Philip Blair, Yuval Merhav, Joel Barry
We propose a language-agnostic way of automatically generating sets of semantically similar clusters of entities along with sets of "outlier" elements, which may then be used to perform an intrinsic evaluation of word embeddings in the outlier detection task.