Naoki Otani
14 papers · 2016–2026 · 5 venues · across top CS/AI venues
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Natural Language Processing
(11)
Machine Learning
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Learning Types Β· Machine Learning
(7)
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(5)
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(5)
Resources & Methods
(5)
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text classification
(3)
conversational system
(2)
deverbal preposition
(2)
word embedding
(2)
commonsense knowledge
(2)
dialogue system
(2)
word vector
(2)
sentiment analysis
(2)
attention mechanism
(1)
named entity recognition
(1)
multi-task learning
(1)
cross-domain learning
(1)
response generation
(1)
text representation
(1)
cross-linguistic analysis
(1)
cross-lingual transfer
(1)
weak supervision
(1)
intent classification
(1)
information extraction
(1)
task-oriented dialogue
(1)
Papers
Cross-lingual and Word-Independent Methods for Quantifying Degree of Grammaticalization
EACL 2026
Natural Language Processing for Human Resources: A Survey
NAACL 2025
A Computational Approach to Quantifying Grammaticization of English Deverbal Prepositions
COLING 2024
A Textual Dataset for Situated Proactive Response Selection
ACL 2023
On the Underspecification of Situations in Open-domain Conversational Datasets
ACL 2023
Variance Matters: Detecting Semantic Differences without Corpus/Word Alignment
EMNLP 2023
LITE: Intent-based Task Representation Learning Using Weak Supervision
NAACL 2022
Pre-tokenization of Multi-word Expressions in Cross-lingual Word Embeddings
EMNLP 2020
Toward Comprehensive Understanding of a Sentiment Based on Human Motives
ACL 2019
What A Sunny Day β: Toward Emoji-Sensitive Irony Detection
EMNLP 2019
Cross-lingual Knowledge Projection Using Machine Translation and Target-side Knowledge Base Completion
COLING 2018
Low-resource Cross-lingual Event Type Detection via Distant Supervision with Minimal Effort
COLING 2018
Unsupervised Cross-lingual Transfer of Word Embedding Spaces
EMNLP 2018
IRT-based Aggregation Model of Crowdsourced Pairwise Comparison for Evaluating Machine Translations
EMNLP 2016