Search Results for author: Michaeel Kazi

Found 8 papers, 0 papers with code

Transformer models: an introduction and catalog

no code implementations12 Feb 2023 Xavier Amatriain, Ananth Sankar, Jie Bing, Praveen Kumar Bodigutla, Timothy J. Hazen, Michaeel Kazi

The goal of this paper is to offer a somewhat comprehensive but simple catalog and classification of the most popular Transformer models.

Self-Supervised Learning

Deep Natural Language Processing for LinkedIn Search

no code implementations16 Aug 2021 Weiwei Guo, Xiaowei Liu, Sida Wang, Michaeel Kazi, Zhiwei Wang, Zhoutong Fu, Jun Jia, Liang Zhang, Huiji Gao, Bo Long

Building a successful search system requires a thorough understanding of textual data semantics, where deep learning based natural language processing techniques (deep NLP) can be of great help.

Document Ranking Language Modelling

Deep Natural Language Processing for LinkedIn Search Systems

no code implementations30 Jul 2021 Weiwei Guo, Xiaowei Liu, Sida Wang, Michaeel Kazi, Zhoutong Fu, Huiji Gao, Jun Jia, Liang Zhang, Bo Long

Many search systems work with large amounts of natural language data, e. g., search queries, user profiles and documents, where deep learning based natural language processing techniques (deep NLP) can be of great help.

Implicitly-Defined Neural Networks for Sequence Labeling

no code implementations ACL 2017 Michaeel Kazi, Brian Thompson

In this work, we propose a novel, implicitly-defined neural network architecture and describe a method to compute its components.

Part-Of-Speech Tagging

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