05-Jul Joined Amazon d2l team as a summer intern.
11-Apr Check out our new ACL'22 workshop paper What Language Model to Train if You Have One Million GPU Hours?.
7-Feb Check out our pre-print PromptSource paper.
2-Feb Check out my recent talk on T0++ paper.


19-Jan Our paper T0++ got accepted as a spotlight paper at ICLR'22
15-Oct Our paper Multitask Prompted Training Enables Zero-Shot Task Generalization is online. Model (T0++) , Dataset (P3)
22-Sept Check out my Recent talk on Finetuned Language Models Are Zero-Shot Learners at NTU-NLP lab.
25-Aug My internship work from Amazon got accepted as a short paper in EMNLP.
3-May Two paper UXLA (in main conference) and AugVic (in findings) got accepted in ACL-IJCNLP-2021 .


6-Nov Get back to the PhD study after completing my internship with Amazon Lex Team.
15-Oct Our paper LNMap is accepted in EMNLP-2020.
03-Aug I will be starting my internship at Amazon, with Lex Team.
28-Aug Passed my PhD Qualifying Examination (QE).
28-Apr Preprint of our new paper LNMap released in Arxiv.
24-Apr Preprint of our new paper MultiMix released in Arxiv.
25-Mar Gave a talk on mBART (paper ) in NTU-NLP.
13-Feb Presenting our Cross-lingual-NER paper on AAAI-2020.
4-Jan Got AAAI-2020 travel scholarship. See you in New York.


9-Nov I will be a Teaching Assistant, for Graduate Deep Learning Course of NLP , NTU
11-Nov A paper accepted on AAAI 2020.
15-Jun A paper accepted on ACL 2019.
25-Jan Shows MT system to industry and government stakeholders.
15-Jan Joins NTU-NLP lab as a PhD student.


Deep Learning, Algorithms and Data structure






July 5, 2022 – October 10, 2022
Santa Clara, CA

Applied Scientist Intern

Amazon Development Center U.S., Inc.

Currently Ongoing.
July 1, 2021 – January 28, 2022
East Palo Alto, CA (WFH)

Applied Scientist Intern (Part Time)

Lex Team, Amazon Web Services, Inc.

Cross-lingual Transfer learning under low resource and low parameter scenario.
August 3, 2020 – November 6, 2020
East Palo Alto, CA (WFH)

Applied Scientist Intern

Lex Team, Amazon Web Services, Inc.

Doing research on Cross-lingual Lex Bot.
January 15, 2019 – Present

Phd Student

Nanyang Technological University

Doing Low-resource Cross-lingual research in NLP on the basis of Second Language Acquisition (SLA).
September 15, 2018 – January 6, 2019

Software Engineering Intern

Aubichol IT Limited

Worked on an early startup where the key responsibility was to design the architecture of sports analytic and Translation System.
September 15, 2017 – August 27, 2018

Research Assistant

Nanyang Technological University

Doing Research on Natural Language Processing.
Responsibilities include:
* Research on MT, NER and Adversarial Training.
* Maintain internal GPU servers
* Maintain group web-site
June 15, 2017 – September 15, 2017


Southeast University

Teaching undergradute CS student.
Subject tought:
* Introduction to C
* Algorithms
November 1, 2015 – December 31, 2015

Software Engineering Intern


Worked on kernel virtualization and cloud computing.




C++ implementation of various algorithms.

Malay-English Neural Machine Translation System.

This is a tool to translate an English sentence into Malay and vice versa.

Recent & Upcoming Talks

A talk on T0++ paper.

This talk summarizes the paper Finetuned Language Models Are Zero-Shot Learners.

This talk summarizes the paper Language Models are Few-Shot Learners.


Quickly discover relevant content by filtering publications

We propose a trasductive approach for few shot cross-lingual classification.

We propose AugVic, a data augmentation framework for sequence to sequence model (i.e. NMT) using Language Model.

We propose UXLA, a novel data augmentation framework for self-supervised learning in zero-resource transfer learning scenarios.

We propose a superior model and training method for zero resource transfer of Cross-lingual Named Entity Recognition.

We propose an efficient neural framework for sentence-level discourse analysis in accordance with Rhetorical Structure Theory (RST). …

This book chapter goes through various aspects of regression and maths behind them.