Search Results for author: Xiaoyan Wang

Found 9 papers, 2 papers with code

Analyzing the Performance of Graph Neural Networks with Pipe Parallelism

no code implementations20 Dec 2020 Matthew T. Dearing, Xiaoyan Wang

Many interesting datasets ubiquitous in machine learning and deep learning can be described via graphs.

Edge Classification Link Prediction +1

Distinguish Confusing Law Articles for Legal Judgment Prediction

1 code implementation ACL 2020 Nuo Xu, Pinghui Wang, Long Chen, Li Pan, Xiaoyan Wang, Junzhou Zhao

Legal Judgment Prediction (LJP) is the task of automatically predicting a law case's judgment results given a text describing its facts, which has excellent prospects in judicial assistance systems and convenient services for the public.

Consistent Classification with Generalized Metrics

no code implementations24 Aug 2019 Xiaoyan Wang, Ran Li, Bowei Yan, Oluwasanmi Koyejo

We propose a framework for constructing and analyzing multiclass and multioutput classification metrics, i. e., involving multiple, possibly correlated multiclass labels.

General Classification

Answering Science Exam Questions Using Query Rewriting with Background Knowledge

no code implementations15 Sep 2018 Ryan Musa, Xiaoyan Wang, Achille Fokoue, Nicholas Mattei, Maria Chang, Pavan Kapanipathi, Bassem Makni, Kartik Talamadupula, Michael Witbrock

Open-domain question answering (QA) is an important problem in AI and NLP that is emerging as a bellwether for progress on the generalizability of AI methods and techniques.

Information Retrieval Natural Language Inference +1

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