A survey of controllable text generation using transformer-based pre-trained language models

H Zhang, H Song, S Li, M Zhou, D Song - ACM Computing Surveys, 2023 - dl.acm.org
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 …

A metaverse: Taxonomy, components, applications, and open challenges

SM Park, YG Kim - IEEE access, 2022 - ieeexplore.ieee.org
Unlike previous studies on the Metaverse based on Second Life, the current Metaverse is
based on the social value of Generation Z that online and offline selves are not different …

Deep learning for text style transfer: A survey

D **, Z **, Z Hu, O Vechtomova… - Computational …, 2022 - direct.mit.edu
Text style transfer is an important task in natural language generation, which aims to control
certain attributes in the generated text, such as politeness, emotion, humor, and many …

Visual language integration: A survey and open challenges

SM Park, YG Kim - Computer Science Review, 2023 - Elsevier
With the recent development of deep learning technology comes the wide use of artificial
intelligence (AI) models in various domains. AI shows good performance for definite …

Politeness transfer: A tag and generate approach

A Madaan, A Setlur, T Parekh, B Poczos… - ar** artificial learning systems that can understand and generate natural language
has been one of the long-standing goals of artificial intelligence. Recent decades have …

Exploring controllable text generation techniques

S Prabhumoye, AW Black, R Salakhutdinov - arxiv preprint arxiv …, 2020 - arxiv.org
Neural controllable text generation is an important area gaining attention due to its plethora
of applications. Although there is a large body of prior work in controllable text generation …

Grounding'grounding'in NLP

KR Chandu, Y Bisk, AW Black - arxiv preprint arxiv:2106.02192, 2021 - arxiv.org
The NLP community has seen substantial recent interest in grounding to facilitate interaction
between language technologies and the world. However, as a community, we use the term …

Commonsense knowledge aware concept selection for diverse and informative visual storytelling

H Chen, Y Huang, H Takamura… - Proceedings of the AAAI …, 2021 - ojs.aaai.org
Visual storytelling is a task of generating relevant and interesting stories for given image
sequences. In this work we aim at increasing the diversity of the generated stories while …

Peacok: Persona commonsense knowledge for consistent and engaging narratives

S Gao, B Borges, S Oh, D Bayazit, S Kanno… - arxiv preprint arxiv …, 2023 - arxiv.org
Sustaining coherent and engaging narratives requires dialogue or storytelling agents to
understand how the personas of speakers or listeners ground the narrative. Specifically …