Background: The recent advances in machine translation (MT) offer an appealing and low-
cost solution to overcome language barriers in multiple contexts (eg, travelling, cultural …

Powered by advanced Artificial Intelligence (AI) techniques, conversational AI systems, such
as ChatGPT, and digital assistants like Siri, have been widely deployed in daily life …

Code completion, a highly valuable topic in the software development domain, has been
increasingly promoted for use by recent advances in large language models (LLMs). To …

The prosperous trend of deploying deep neural network (DNN) models to diverse hardware
platforms has boosted the development of deep learning (DL) compilers. DL compilers take …

The exponential growth of social media platforms such as Twitter and Facebook has
revolutionized textual communication and textual content publication in human society …

Machine translation plays an essential role in people's daily international communication.
However, machine translation systems are far from perfect. To tackle this problem …

Question answering (QA) software uses information retrieval and natural language
processing techniques to automatically answer questions posed by humans in a natural …

Neural Machine Translation (NMT) systems have received much recent attention due to their
human-level accuracy. While existing works mostly focus on either improving accuracy or …

Question Answering (QA) is an attractive and challenging area in NLP community. There are
diverse algorithms being proposed and various benchmark datasets with different topics and …

Image captioning (IC) systems, which automatically generate a text description of the salient
objects in an image (real or synthetic), have seen great progress over the past few years due …