Search Results for author: Zhicheng Liang

Found 4 papers, 2 papers with code

Commonsense Knowledge Mining from Term Definitions

1 code implementation1 Feb 2021 Zhicheng Liang, Deborah L. McGuinness

Commonsense knowledge has proven to be beneficial to a variety of application areas, including question answering and natural language understanding.

Knowledge Graphs Natural Language Understanding +3

Exploring and Analyzing Machine Commonsense Benchmarks

no code implementations21 Dec 2020 Henrique Santos, Minor Gordon, Zhicheng Liang, Gretchen Forbush, Deborah L. McGuinness

Commonsense question-answering (QA) tasks, in the form of benchmarks, are constantly being introduced for challenging and comparing commonsense QA systems.

Common Sense Reasoning Question Answering

Leveraging Medical Literature for Section Prediction in Electronic Health Records

no code implementations IJCNLP 2019 Sara Rosenthal, Ken Barker, Zhicheng Liang

We propose using sections from medical literature (e. g., textbooks, journals, web content) that contain content similar to that found in EHR sections.

Information Retrieval Retrieval +1

Seq2RDF: An end-to-end application for deriving Triples from Natural Language Text

3 code implementations4 Jul 2018 Yue Liu, Tongtao Zhang, Zhicheng Liang, Heng Ji, Deborah L. McGuinness

Inspired by recent successes in neural machine translation, we treat the triples within a given knowledge graph as an independent graph language and propose an encoder-decoder framework with an attention mechanism that leverages knowledge graph embeddings.

Knowledge Graph Embeddings Translation

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