Human-level play in the game of Diplomacy by combining language models with strategic reasoning

Meta Fundamental AI Research Diplomacy Team … - Science, 2022 - science.org
Despite much progress in training artificial intelligence (AI) systems to imitate human
language, building agents that use language to communicate intentionally with humans in …

" I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset

EM Smith, M Hall, M Kambadur, E Presani… - 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 …

On the safety of conversational models: Taxonomy, dataset, and benchmark

H Sun, G Xu, J Deng, J Cheng, C Zheng… - arxiv preprint arxiv …, 2021 - arxiv.org
Dialogue safety problems severely limit the real-world deployment of neural conversational
models and have attracted great research interests recently. However, dialogue safety …

A Primer on Seq2Seq Models for Generative Chatbots

V Scotti, L Sbattella, R Tedesco - ACM Computing Surveys, 2023 - dl.acm.org
The recent spread of Deep Learning-based solutions for Artificial Intelligence and the
development of Large Language Models has pushed forwards significantly the Natural …

Director: Generator-classifiers for supervised language modeling

K Arora, K Shuster, S Sukhbaatar, J Weston - arxiv preprint arxiv …, 2022 - arxiv.org
Current language models achieve low perplexity but their resulting generations still suffer
from toxic responses, repetitiveness and contradictions. The standard language modeling …