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H

Hiroshi Kanayama

Researcher at IBM

Publications -  56
Citations -  1591

Hiroshi Kanayama is an academic researcher from IBM. The author has contributed to research in topics: Treebank & Parsing. The author has an hindex of 16, co-authored 53 publications receiving 1470 citations.

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Proceedings ArticleDOI

Fully Automatic Lexicon Expansion for Domain-oriented Sentiment Analysis

TL;DR: This paper proposes an unsupervised lexicon building method for the detection of polar clauses, which convey positive or negative aspects in a specific domain, and its method is robust for corpora in diverse domains and for the size of the initial lexicon.
Proceedings ArticleDOI

CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies

TL;DR: The task and evaluation methodology is defined, how the data sets were prepared, report and analyze the main results, and a brief categorization of the different approaches of the participating systems are provided.
Proceedings ArticleDOI

Learning Crosslingual Word Embeddings without Bilingual Corpora

TL;DR: This paper used a high-coverage dictionary in an EM style training algorithm over monolingual corpora in two languages and achieved state-of-the-art performance on bilingual lexicon induction task exceeding models using large bilingual corpora.

Overview of NTCIR-9 RITE : Recognizing Inference in TExt

TL;DR: An overview of the RITE (Recognizing Inference in TExt) task in NTCIR-9 is introduced and how to built the test collection, evaluation metrics, and evaluation results of the submitted runs are described.
Journal ArticleDOI

Typing candidate answers using type coercion

TL;DR: This work generates candidate answers without regard to type, and for each candidate, it employs a variety of sources and strategies to judge whether the candidate has the desired type, which provides a set of type coercion scores forEach candidate answer.