11 citations · 13 across the 2 of their papers we have counts for
5 papers
Empowering Language Models with Knowledge Graph Reasoning for Question Answering
Ziniu Hu, Yichong Xu, Wenhao Yu +5
Answering open-domain questions requires world knowledge about in-context entities. As pre-trained Language Models (LMs) lack the power to store all required knowledge, external kn…
Anomaly Detection with Domain Adaptation
Ziyi Yang, Iman Soltani Bozchalooi, Eric Darve
We study the problem of semi-supervised anomaly detection with domain adaptation. Given a set of normal data from a source domain and a limited amount of normal examples from a tar…
Filtered Inner Product Projection for Crosslingual Embedding Alignment
Vin Sachidananda, Ziyi Yang, Chenguang Zhu
Due to widespread interest in machine translation and transfer learning, there are numerous algorithms for mapping multiple embeddings to a shared representation space. Recently, t…
Leveraging Lead Bias for Zero-shot Abstractive News Summarization
Chenguang Zhu, Ziyi Yang, Robert Gmyr +2
A typical journalistic convention in news articles is to deliver the most salient information in the beginning, also known as the lead bias. While this phenomenon can be exploited…
Language Distribution Prediction based on Batch Markov Monte Carlo Simulation with Migration
XingYu Fu, ZiYi Yang, XiuWen Duan
Language spreading is a complex mechanism that involves issues like culture, economics, migration, population etc. In this paper, we propose a set of methods to model the dynamics…