Search Results for author: Donghui Lin

Found 11 papers, 1 papers with code

Layer-refined Graph Convolutional Networks for Recommendation

1 code implementation22 Jul 2022 Xin Zhou, Donghui Lin, Yong liu, Chunyan Miao

Specifically, these models usually aggregate all layer embeddings for node updating and achieve their best recommendation performance within a few layers because of over-smoothing.

An Ontology for Language Service Composability

no code implementations WS 2016 Yohei Murakami, Takao Nakaguchi, Donghui Lin, Toru Ishida

To realize this fragmentation and recombination process, existing language resources (both data and programs) should be shared as language services and combined beyond mismatch of their service interfaces.

Towards a Language Service Infrastructure for Mobile Environments

no code implementations LREC 2016 Ngoc Nguyen, Donghui Lin, Takao Nakaguchi, Toru Ishida

The proposed language service infrastructure allows users to use and mashup existing language resources on both cloud environments and their mobile devices.

Translation

Bilingual Dictionary Induction as an Optimization Problem

no code implementations LREC 2014 Wushouer Mairidan, Toru Ishida, Donghui Lin, Katsutoshi Hirayama

Bilingual dictionaries are vital in many areas of natural language processing, but such resources are rarely available for lower-density language pairs, especially for those that are closely related.

Service Composition Scenarios for Task-Oriented Translation

no code implementations LREC 2012 Chunqi Shi, Donghui Lin, Toru Ishida

We design the architecture, provide a script language as the interface for the task designer, which is easy for describing the composition scenario, and make a case study of a Japanese-English campus orientation task.

Domain Adaptation Language Modelling +3

Two Phase Evaluation for Selecting Machine Translation Services

no code implementations LREC 2012 Chunqi Shi, Donghui Lin, Masahiko Shimada, Toru Ishida

Our solution, proposed here, is an automatic mechanism that can select the most appropriate machine translation service.

Machine Translation Translation +1

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