104
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ACL
2015
10 years 11 days ago
2015
An elementary way of using language is to refer to objects. Often, these objects are physically present in the shared environment and reference is done via mention of perceivable ...
113
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ACL
2015
10 years 11 days ago
2015
We propose a language production model that uses dynamic discourse information to account for speakers’ choices of referring expressions. Our model extends previous rational spe...
111
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ACL
2015
10 years 11 days ago
2015
Neural machine translation, a recently proposed approach to machine translation based purely on neural networks, has shown promising results compared to the existing approaches su...
101
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ACL
2015
10 years 11 days ago
2015
This paper describes a parsing model that combines the exact dynamic programming of CRF parsing with the rich nonlinear featurization of neural net approaches. Our model is struct...
ACL
2015
10 years 11 days ago
2015
ACL
2015
10 years 11 days ago
2015
Zero-shot methods in language, vision and other domains rely on a cross-space mapping function that projects vectors from the relevant feature space (e.g., visualfeature-based ima...
101
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ACL
2015
10 years 11 days ago
2015
Automatically detecting verbal irony (roughly, sarcasm) in online content is important for many practical applications (e.g., sentiment detection), but it is difficult. Previous ...
102
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ACL
2015
10 years 11 days ago
2015
Neural Machine Translation (NMT) is a new approach to machine translation that has shown promising results that are comparable to traditional approaches. A significant weakness i...
ACL
2015
10 years 11 days ago
2015
Dialog state tracking is a key component of many modern dialog systems, most of which are designed with a single, welldefined domain in mind. This paper shows that dialog data dr...
133
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ACL
2015
10 years 11 days ago
2015
We propose an approach to cross-lingual named entity recognition model transfer without the use of parallel corpora. In addition to global de-lexicalized features, we introduce mu...