Large-scale Multi-class and Hierarchical Product Categorization for an E-commerce Giant

A Cevahir, K Murakami - Proceedings of COLING 2016, the 26th …, 2016 - aclanthology.org
In order to organize the large number of products listed in e-commerce sites, each product is
usually assigned to one of the multi-level categories in the taxonomy tree. It is a time …

[PDF][PDF] A self-adaptive classifier for efficient text-stream processing

N Yoshinaga, M Kitsuregawa - Proceedings of COLING 2014, the …, 2014 - aclanthology.org
A self-adaptive classifier for efficient text-stream processing is proposed. The proposed
classifier adaptively speeds up its classification while processing a given text stream for …

Back to Patterns: Efficient Japanese Morphological Analysis with Feature-Sequence Trie

N Yoshinaga - arXiv preprint arXiv:2305.19045, 2023 - arxiv.org
Accurate neural models are much less efficient than non-neural models and are useless for
processing billions of social media posts or handling user queries in real time with a limited …

[PDF][PDF] Rapid development of a corpus with discourse annotations using two-stage crowdsourcing

D Kawahara, Y Machida, T Shibata… - … of COLING 2014, the …, 2014 - aclanthology.org
We present a novel approach for rapidly developing a corpus with discourse annotations
using crowdsourcing. Although discourse annotations typically require much time and cost …

Chunk-based decoder for neural machine translation

S Ishiwatari, J Yao, S Liu, M Li, M Zhou… - Proceedings of the …, 2017 - aclanthology.org
Chunks (or phrases) once played a pivotal role in machine translation. By using a chunk
rather than a word as the basic translation unit, local (intra-chunk) and global (inter-chunk) …

[HTML][HTML] Exploring the Impact of the COVID-19 Pandemic on Twitter in Japan: Qualitative Analysis of Disrupted Plans and Consequences

M Kamba, WJ She, K Ferawati… - JMIR …, 2024 - infodemiology.jmir.org
Background Despite being a pandemic, the impact of the spread of COVID-19 extends
beyond public health, influencing areas such as the economy, education, work style, and …

[PDF][PDF] Single Classifier Approach for Verb Sense Disambiguation based on Generalized Features.

D Kawahara, M Palmer - LREC, 2014 - academia.edu
We present a supervised method for verb sense disambiguation based on VerbNet. Most
previous supervised approaches to verb sense disambiguation create a classifier for each …

[PDF][PDF] Ordering Concepts Based on Common Attribute Intensity.

T Iwanari, N Yoshinaga, N Kaji, T Nishina, M Toyoda… - IJCAI, 2016 - ijcai.org
This paper presents a novel task of ordering given concepts (eg, London, Paris, and Rome)
on the basis of common attribute intensity expressed by a given adjective (eg, safe) and …

[PDF][PDF] Identifying constant and unique relations by using time-series text

Y Takaku, N Kaji, N Yoshinaga… - Proceedings of the 2012 …, 2012 - aclanthology.org
Because the real world evolves over time, numerous relations between entities written in
presently available texts are already obsolete or will potentially evolve in the future. This …

[PDF][PDF] Automatic Labeling of Voiced Consonants for Morphological Analysis of Modern Japanese Literature

T Oka, M Komachi, T Ogiso… - Proceedings of 5th …, 2011 - aclanthology.org
Since the present-day Japanese use of voiced consonant mark had established in the Meiji
Era, modern Japanese literary text written in the Meiji Era often lacks compulsory voiced …