Interactive natural language processing

Z Wang, G Zhang, K Yang, N Shi, W Zhou… - arxiv preprint arxiv …, 2023 - arxiv.org
Interactive Natural Language Processing (iNLP) has emerged as a novel paradigm within
the field of NLP, aimed at addressing limitations in existing frameworks while aligning with …

Learning to discuss strategically: A case study on one night ultimate werewolf

X **, Z Wang, Y Du, M Fang… - Advances in Neural …, 2025 - proceedings.neurips.cc
Communication is a fundamental aspect of human society, facilitating the exchange of
information and beliefs among people. Despite the advancements in large language models …

Defining a new NLP playground

S Li, C Han, P Yu, C Edwards, M Li, X Wang… - arxiv preprint arxiv …, 2023 - arxiv.org
The recent explosion of performance of large language models (LLMs) has changed the
field of Natural Language Processing (NLP) more abruptly and seismically than any other …

Long-horizon dialogue understanding for role identification in the game of avalon with large language models

S Stepputtis, J Campbell, Y **e, Z Qi, WS Zhang… - arxiv preprint arxiv …, 2023 - arxiv.org
Deception and persuasion play a critical role in long-horizon dialogues between multiple
parties, especially when the interests, goals, and motivations of the participants are not …

Communication is All You Need: Persuasion Dataset Construction via Multi-LLM Communication

W Ma, H Zhang, I Yang, S Ji, J Chen, F Hashemi… - arxiv preprint arxiv …, 2025 - arxiv.org
Large Language Models (LLMs) have shown proficiency in generating persuasive dialogue,
yet concerns about the fluency and sophistication of their outputs persist. This paper …

[PDF][PDF] Outwit, Outplay, Out-Generate: A Framework for Designing Strategic Generative Agents in Competitive Environments

S Thudium, F Cimini, R Vyas, K Sullivan, L Petro, A Zhu… - wordplay-workshop.github.io
We explore the strategic capabilities of generative agents in a series of social competitive
games that emulate the television show Survivor. Large Language Models have been …