Eric Nichols
current affiliationHonda (Japan), Tokyo, Japan; Honda Research Institute Japan Co., Ltd. (Japan), Wako, Japan
Eric Nichols has 2 papers on this site, in 2015–2017, most of them on Named entity recognition; often with Leon Derczynski.
OpenAlex · ORCID · h-index 14 · 69 works · 2 801 citations OpenAlex, 2026-10-14
2 works on this site · 555 citations in our library · 1 more work in our library
Affiliations
- Honda Research Institute Japan Co., Ltd. (Japan) · Wako, Japan — current · 2015–2026 on 41 papers
- Honda (Japan) · Tokyo, Japan — current · 2016–2026 on 24 papers
- Tohoku University · Sendai, Japan — 2011–2012 on 3 papers
- Nara Institute of Science and Technology · Ikoma, Japan — 2004–2010 on 8 papers
Topics
Papers
- Named Entity Recognition with Bidirectional LSTM-CNNs (2015 · 2 276 citations)
The paper addresses named entity recognition (NER) for English. Strong NER systems have usually relied on hand-built features and large gazetteers. The authors propose a neural tagger that learns most of these signals on its own. Each token is represented by a pretrained word embedding plus a character-level vector… - Results of the WNUT2017 Shared Task on Novel and Emerging Entity Recognition (2017 · 534 citations)
The paper examines a known weakness of named entity recognition: systems score well on standard benchmarks mainly because those benchmarks repeat frequent, familiar names, and they break down on rare or newly appearing entities in noisy social-media text.
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