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Minghui Xie

2 accepted papers

2022

A Sequential Flow Control Framework for Multi-hop Knowledge Base Question Answering

EMNLP 2022main

One of the key challenges of knowledge base question answering (KBQA) is the multi-hop reasoning. Since in different hops, one attends to different parts of question, it is important to dynamically represent the question semantics for each hop. Existing methods, however, (i) infer the dynamic questi…

2022

ACENet: Attention Guided Commonsense Reasoning on Hybrid Knowledge Graph

EMNLP 2022main

Augmenting pre-trained language models (PLMs) with knowledge graphs (KGs) has demonstrated superior performance on commonsense reasoning. Given a commonsense based QA context (question and multiple choices), existing approaches usually estimate the plausibility of candidate choices separately based…