I am currently a third-year PhD student at BIU's NLP lab under the supervision of Dr. Yoav Goldberg. My master's thesis, concerning text classification and machine translation quality estimation, was carried under the supervision of Prof. Moshe Koppel. My main interests are at the intersection of machine learning and natural language processing, with a soft spot for machine translation and sequence-to-sequence models in general. When not working on NLP research you can usually find me on the mat practicing or teaching Ashtanga Vinyasa Yoga.

roee.aharoni@gmail.com
CV, Google Scholar
LinkedIn, Facebook, Twitter, GitHub

News & Activities

(Apr 2018) Reviewing for ACL SRW, 2nd NMT workshop
(Mar 2018) Reviewing for ACL
(Oct 2017) Invited talk in Google Research Tel-Aviv
(Sep 2017) Traveling to Zurich for Google NLP Summit
(Aug 2017) Traveling to Vancouver to present two papers in ACL
(May 2017) Reviewing for CoNLL
(Nov 2016) Invited talk in IBM Research Tel-Aviv
(Aug 2016) Traveling to Berlin for ACL to present our work on Morphological Reinflection
(Oct 2015) Attending the DL4MT winter school in Dublin
(Jul 2015) Attending LxMLS in Lisbon
(Apr 2015) Founded the Israeli Natural Language Processing Meetup. Join us!


Publications

Split and Rephrase: Better Evaluation and a Stronger Baseline
to appear
Roee Aharoni, Yoav Goldberg
ACL 2018

Towards String-to-Tree Neural Machine Translation
pdfslidesvideocode
Roee Aharoni, Yoav Goldberg
ACL 2017 and the 1st Workshop on Neural Machine Translation

Morphological Inflection Generation with Hard Monotonic Attention
pdfpostercode
Roee Aharoni, Yoav Goldberg
ACL 2017

Improving Sequence to Sequence Learning for Morphological Inflection Generation: The BIU-MIT Systems for the SIGMORPHON 2016 Shared Task for Morphological Reinflection
pdfcode
Roee Aharoni, Yoav Goldberg, Yonatan Belinkov
SIGMORPHON Workshop, ACL 2016 (system paper, 2nd place out of 9 teams)

Automatic Detection of Machine Translated Text and Translation Quality Estimation
pdfslidesvideo
Roee Aharoni, Moshe Koppel, Yoav Goldberg
ACL 2014



M.Sc Thesis

Automatic Detection of Machine Translated Text and Translation Quality Estimation
pdf
Roee Aharoni
Bar Ilan University, 2015



Talks

Attention Models for NLP
video (Hebrew)
ML Papers, Please Meetup

An interview on natural language processing
text (Hebrew)
Machine Learning Israel

Intro to Deep Learning for Natural Language Processing
slides
Intel research seminar & PyData Berlin

Neural Machine Translation
slides
BIU ML seminar

Towards Improving Machine Translation and Speech Recognition with Discriminative Fluency Classification
slides
ICRI-CI retreat

Intro to Statistical Machine Translation
slides (Hebrew)