Search Results for author: Dongyu Ru

Found 7 papers, 3 papers with code

Nested Named Entity Recognition with Span-level Graphs

no code implementations ACL 2022 Juncheng Wan, Dongyu Ru, Weinan Zhang, Yong Yu

In this work, we try to improve the span representation by utilizing retrieval-based span-level graphs, connecting spans and entities in the training data based on n-gram features.

named-entity-recognition Named Entity Recognition +3

Distributed Marker Representation for Ambiguous Discourse Markers and Entangled Relations

no code implementations19 Jun 2023 Dongyu Ru, Lin Qiu, Xipeng Qiu, Yue Zhang, Zheng Zhang

Discourse analysis is an important task because it models intrinsic semantic structures between sentences in a document.


Approximate Random Dropout

no code implementations23 May 2018 Zhuoran Song, Ru Wang, Dongyu Ru, Hongru Huang, Zhenghao Peng, Jing Ke, Xiaoyao Liang, Li Jiang

In this paper, we propose the Approximate Random Dropout that replaces the conventional random dropout of neurons and synapses with a regular and predefined patterns to eliminate the unnecessary computation and data access.

QA4IE: A Question Answering based Framework for Information Extraction

1 code implementation10 Apr 2018 Lin Qiu, Hao Zhou, Yanru Qu, Wei-Nan Zhang, Suoheng Li, Shu Rong, Dongyu Ru, Lihua Qian, Kewei Tu, Yong Yu

Information Extraction (IE) refers to automatically extracting structured relation tuples from unstructured texts.

Question Answering Relation +2

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