Elamur Research⌕
☰
home / authors / Naoki Otani

Naoki Otani

Naoki Otani has 2 papers in our library, in 2019–2023, most of them on Language models & pretraining, Sentiment & emotion; often with Aditi Chaudhary, Alan W Black, David R. Mortensen.

2 papers in our library · 2019–2023

OpenAlex · ORCID · h-index 8 · 34 works · 231 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 29 citations in our library · 1 more in our library without a page yet · ⭐ Paper Star rank #5504

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Tokyo University of Foreign StudiesTokyo · Japan2020–2024 · 5 papers🎓Carnegie Mellon UniversityPittsburgh · United States2018–2022 · 5 papers🎓Kyoto UniversityKyoto · Japan2015–2018 · 5 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed.

 Concepts, shelves and topics

Of its works in our library: the number of works on each and its rating among them.

💡 Concepts 1 Construction grammar · 1 work

📚 Shelves 6 Arts and Humanities · 1 work Language and Linguistics · 1 work Artificial Intelligence · 1 work Computer Science · 1 work Psychology · 1 work Social Psychology · 1 work

🧭 Topics 2 Language models & pretraining · 1 work Sentiment & emotion · 1 work

 Works by year

2020s

20231 paper

2010s

20191 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Construction Grammar Provides Unique Insight into Neural Language Models (2023 · 26 citations)
    This is a position paper. The authors ask whether large pretrained language models (PLMs) learn constructions in the sense of Construction Grammar (CxG). A construction here is a pairing of form and meaning that may have open slots and cannot be reduced to the sum of its individual words. The authors explain why this…
  2. What A Sunny Day ☔: Toward Emoji-Sensitive Irony Detection (2019 · 10 citations)
    Irony on social media often depends on emojis. A rainy-weather emoji after a cheerful sentence can flip its meaning. But the SemEval 2018 irony corpus has few ironic tweets that carry emojis, so classifiers trained on it largely ignore them. The authors first profile emoji use in that corpus and find that ironic and…

All works

3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

  1. Construction Grammar Provides Unique Insight into Neural Language ModelsLeonie Weissweiler, Taiqi He, Naoki Otani, et al.International Workshop on Construction Grammars… · 26 citations
  2. IRT-based Aggregation Model of Crowdsourced Pairwise Comparison for Evaluating Machine Translations (original ↗)Naoki Otani et al.2016 · Proceedings of the 2016 Conference on Empirical… · 22 citations · no summary yet
  3. What A Sunny Day ☔: Toward Emoji-Sensitive Irony DetectionShirley Anugrah Hayati, Aditi Chaudhary, Naoki Otani, et al.Workshop on Noisy User-generated Text · 10 citations

 Co-authors here

6 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 29 times (of the 141,840 papers whose bibliographies we read); 4 citing papers with a page here →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/naoki-otani/