194 citations · 236 across the 9 of their papers we have counts for
4 papers · 1 filter
Cross-Lingual Relevance Transfer for Document Retrieval
Peng Shi, Jimmy Lin
Recent work has shown the surprising ability of multi-lingual BERT to serve as a zero-shot cross-lingual transfer model for a number of language processing tasks. We combine this f…
Aligning Cross-Lingual Entities with Multi-Aspect Information
Hsiu-Wei Yang, Yanyan Zou, Peng Shi +3
Multilingual knowledge graphs (KGs), such as YAGO and DBpedia, represent entities in different languages. The task of cross-lingual entity alignment is to match entities in a sourc…
Simple BERT Models for Relation Extraction and Semantic Role Labeling
Peng Shi, Jimmy Lin
We present simple BERT-based models for relation extraction and semantic role labeling. In recent years, state-of-the-art performance has been achieved using neural models by incor…
Matching Entities Across Different Knowledge Graphs with Graph Embeddings
Michael Azmy, Peng Shi, Jimmy Lin +1
This paper explores the problem of matching entities across different knowledge graphs. Given a query entity in one knowledge graph, we wish to find the corresponding real-world en…