Humans possess an extraordinary ability to create and utilize tools. With the advent of
foundation models, artificial intelligence systems have the potential to be equally adept in …

Controllable Text Generation (CTG) is an emerging area in the field of natural language
generation (NLG). It is regarded as crucial for the development of advanced text generation …

Large language models (LLMs) are used to generate content for a wide range of tasks, and
are set to reach a growing audience in coming years due to integration in product interfaces …

Automatic math problem solving has attracted much attention of NLP researchers recently.
However, most of the works focus on the solving of Math Word Problems (MWPs). In this …

Large Language Models (LLMs), such as\texttt {ChatGPT}, greatly empower dialogue
systems with strong language understanding and generation capabilities. However, most of …

Compelling writing is tailored to its audience. This is challenging, as writers may struggle to
empathize with readers, get feedback in time, or gain access to the target group. We …

Ensuring that large language models (LLMs) reflect diverse user values and preferences is
crucial as their user bases expand globally. It is therefore encouraging to see the growing …

Open-domain dialogue system usually requires different sources of knowledge to generate
more informative and evidential responses. However, existing knowledge-grounded …

Large Language Models (LLMs) has shown exceptional capabilities in many natual
language understanding and generation tasks. However, the personalization issue still …

Towards building intelligent dialogue agents, there has been a growing interest in
introducing explicit personas in generation models. However, with limited persona-based …