A survey on game playing agents and large models: Methods, applications, and challenges

X Xu, Y Wang, C Xu, Z Ding, J Jiang, Z Ding… - arXiv preprint arXiv …, 2024 - arxiv.org
The swift evolution of Large-scale Models (LMs), either language-focused or multi-modal,
has garnered extensive attention in both academy and industry. But despite the surge in …

Fairness-aware graph neural networks: A survey

A Chen, RA Rossi, N Park, P Trivedi, Y Wang… - ACM Transactions on …, 2024 - dl.acm.org
Graph Neural Networks (GNNs) have become increasingly important due to their
representational power and state-of-the-art predictive performance on many fundamental …

GROVE: a retrieval-augmented complex story generation framework with a forest of evidence

Z Wen, Z Tian, W Wu, Y Yang, Y Shi, Z Huang… - arXiv preprint arXiv …, 2023 - arxiv.org
Conditional story generation is significant in human-machine interaction, particularly in
producing stories with complex plots. While Large language models (LLMs) perform well on …

COLA: contextualized commonsense causal reasoning from the causal inference perspective

Z Wang, QV Do, H Zhang, J Zhang, W Wang… - arXiv preprint arXiv …, 2023 - arxiv.org
Detecting commonsense causal relations (causation) between events has long been an
essential yet challenging task. Given that events are complicated, an event may have …

[HTML][HTML] Ov-vg: A benchmark for open-vocabulary visual grounding

C Wang, W Feng, X Li, G Cheng, S Lyu, B Liu, L Chen… - Neurocomputing, 2024 - Elsevier
Open-vocabulary learning has emerged as a cutting-edge research area, particularly in light
of the widespread adoption of vision-based foundational models. Its primary objective is to …

ReelFramer: Human-AI co-creation for news-to-video translation

S Wang, S Menon, T Long, K Henderson, D Li… - Proceedings of the CHI …, 2024 - dl.acm.org
Short videos on social media are the dominant way young people consume content. News
outlets aim to reach audiences through news reels—short videos conveying news—but …

A framework for exploring player perceptions of llm-generated dialogue in commercial video games

N Akoury, Q Yang, M Iyyer - Findings of the Association for …, 2023 - aclanthology.org
The growing capabilities of large language models (LLMs) have inspired recent efforts to
integrate LLM-generated dialogue into video games. However, evaluation remains a major …

eXplainable AI with GPT4 for story analysis and generation: A novel framework for diachronic sentiment analysis

J Chun, K Elkins - International Journal of Digital Humanities, 2023 - Springer
The recent development of Transformers and large language models (LLMs) offer unique
opportunities to work with natural language. They bring a degree of understanding and …

Agents' Room: Narrative Generation through Multi-step Collaboration

F Huot, RK Amplayo, J Palomaki, AS Jakobovits… - arXiv preprint arXiv …, 2024 - arxiv.org
Writing compelling fiction is a multifaceted process combining elements such as crafting a
plot, developing interesting characters, and using evocative language. While large language …

IBSEN: Director-Actor Agent Collaboration for Controllable and Interactive Drama Script Generation

S Han, L Chen, LM Lin, Z Xu, K Yu - arXiv preprint arXiv:2407.01093, 2024 - arxiv.org
Large language models have demonstrated their capabilities in storyline creation and
human-like character role-playing. Current language model agents mainly focus on …