Dialogue System

[TOC] Title: Augmenting Transformers with KNN-based composite memory for dialog Author: Angela Fan et. al. Publish Year: 2021 Review Date: Apr 2022 Summary of paper Motivation The author proposed augmenting generative Transformer neural network with KNN based Information Fetching module Each KIF module learns a read operation to access fix external knowledge (e.g., WIKI) The author demonstrated the effectiveness of this approach by identifying relevant knowledge required for knowledgeable but engaging dialog from Wikipedia, images and human-written dialog utterances....

[TOC] Title: MINDCRAFT: Theory of Mind Modeling for Situated Dialogue in Collaborative Tasks Author: Cristian-Paul Bara et. al. Publish Year: 2021 EMNLP Review Date: 12 Nov 2021 Summary of paper This needs to be only 1-3 sentences, but it demonstrates that you understand the paper and, moreover, can summarize it more concisely than the author in his abstract. The contribution of this paper is the mind modelling dataset (Using Minecraft environment)....