https://kylrth.com/tags/question-answering/Recent content in question-answering on Kyle RothHugo -- gohugo.ioen-usTue, 05 Apr 2022 22:54:43 -0400QA-GNN: reasoning with language models and knowledge graphs for question answeringhttps://kylrth.com/paper/qa-gnn/Tue, 05 Apr 2022 22:54:43 -0400https://kylrth.com/paper/qa-gnn/This post was created as an assignment in Bang Liu’s IFT6289 course in winter 2022. The structure of the post follows the structure of the assignment: summarization followed by my own comments. The authors create a novel system for combining an LM and a knowledge graph by performing reasoning over a joint graph produced by the LM and the KG, thus solving the problem of irrelevant entities appearing in the knowledge graph and unifying the representations across the LM and KG.......