Profile

Hi, I'm a DPhil student in University of Oxford.

My research interests are in Deep learning and Natural Language Processing. [ detail ]

Education

University of Oxford, Merton College 2016.10 - present

Carnegie Mellon University 2014.9 - 2016.8

The University of Tokyo 2010.4 - 2014.3

Research

Deep Learning
: How to learn representations of real-world, large, various unlabeld data??
Language Modeling
: How to model language to generate text, answer question and translate sentences etc.
Language Grounding
: How to ground language to entity, object and human perception (like color)?

Papers

Learning to Create and Reuse Words in Open-Vocabulary Neural Language Modeling
Kazuya Kawakami Chris Dyer Phil Blunsom , Proc. ACL 2017 [ pdf ] [ data ]
Character Sequence Models for Colorful Words
Kazuya Kawakami Chris Dyer Bryan Routledge Noah A. Smith , Proc. EMNLP 2016 [ url ] [ pdf ] [ demo ]
Neural Architectures for Named Entity Recognition
Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer , Proc. NAACL 2016 [ url ] [ pdf ] [ code ]
Learning to Represent Words in Context with Multilingual Supervision
Kazuya Kawakami Chris Dyer , ICLR, Workshop Contribution 2015 [ url ]

Other

Multilingual and Multimodal word representation , 2016 [ pdf ]
Semantic Representation via Multilingual Sentence Equivalence , 2015 [ pdf ]
Deep Learning Tutorial with Theano , LTI Deep Learning Tutorial 2015 [ url ]
Recurrent Networks Tutorial , LTI Deep Learning Tutorial 2015 [ pdf ]
Modeling Sequence with Neural Networks , 2014 [ url ]
User Behavior Analysis on Zexy net , JSAI 2013
The application of Deep Learning in Recommender System , JSAI 2014
海外留学の経緯 , 2014 [ pdf ]
留学先からのレポート 11/2014 , 2014 [ pdf ]

Work

Industrial Growth Platform 2014.3 - 2014.7
: Data analysis for consumer understanding and recommender system. [ IGPI ]
The University of Tokyo, Weblab 2013.4 - present
: Recommender system for online weddings reservation system and online education platform [ Study Sapuri ] [ ZEXY ]
Ohma.inc 2013.4 - 2014.7
: Search engine focusing on human relations. [ SPYSEE ]

Projects

Advanced Programming Thermal Conduction Simulation
: [ Prof.Izumi ] [ Prof.Demachi ]
Advanced Project Web, NLP
: Automatic tagging system for a historical archive [ url ] [ Prof.Yamato ]
Entrepreneurship BOP Business
: Lecture of entrepreneurship in cooperation with SONY. [ Prof.Abe ]
Mathematical Programming and Optimization Optimization
: Numerical Analysis [ Prof.Suzuki ]
Multiagent System Game Theory
: [ Prof.Nishino ]

Chemistry Photocatalyst
: Experiment of water purification by titanium oxide based photocatalyst.
Chemistry Superconductivity
: Experiments on superconductive phenomenon: flux pinning, magnetic flux quantization. I made a superconductor -Yttrium barium copper oxide- by hand!
Electronics Circuit Design
: I liked Lab-View :)
Geography of Latin America
: Analysis of the Lomas Vegetation, along the Coastal Desert of South America. [ Prof.Oka ]
French Litterature Baudlaire
: Modernite [ Prof.Tsukamoto ]
Philosophy Michel Foucault
: Analysis on the surveillance in modern society and in history [ pdf ] [ Prof.Couchot ]
Calligraphy 双鉤填墨
: Making an imitating copy of -Shikaishi-. [ Click! ]

Misc

Hobbies

Sports
: Baseball, Tennis, Swimming, Volleyball [ Click! ]
Art
: Calligraphy [ Click! ]
Language
: English, French, German
Web Crawling
: Stock Data, Fashion SNS, NEWS etc.
Travel
: Paris, Montpellier, New Zealand, Puerto Rico, Dubai, Shangai
Fashion
: [ MARITE+FRANCOIS GIRBAUD ] [ Zadig & Voltaire ]

Contact

Kazuya Kawakami ( 川上 和也 )
(412) 694-5898
kazuya.kawakami@cs.ox.ac.uk