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A. Aw

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL3

identity via Semantic Scholar / OpenAlex

activity
20192022
most citedAddressing the Vulnerability of NMT in Input Perturbations

2 citations · 2 across the 2 of their papers we have counts for

collaborators

3 papers

cs.CL2022

Improving Lexical Embeddings for Robust Question Answering

Weiwen Xu, Bowei Zou, Wai Lam +1

Recent techniques in Question Answering (QA) have gained remarkable performance improvement with some QA models even surpassed human performance. However, the ability of these mode…

cs.CL2021★ 2 cited

Addressing the Vulnerability of NMT in Input Perturbations

Weiwen Xu, Ai Ti Aw, Yang Ding +2

Neural Machine Translation (NMT) has achieved significant breakthrough in performance but is known to suffer vulnerability to input perturbations. As real input noise is difficult…

cs.CL2019

Data Diversification: A Simple Strategy For Neural Machine Translation

Xuan-Phi Nguyen, Shafiq Joty, Wu Kui +1

We introduce Data Diversification: a simple but effective strategy to boost neural machine translation (NMT) performance. It diversifies the training data by using the predictions…

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