97
Voted
ACL
2015
10 years 5 days ago
2015
Labeled data is not readily available for many natural language domains, and it typically requires expensive human effort with considerable domain knowledge to produce a set of la...
101
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ACL
2015
10 years 5 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 ...
109
click to vote
ACL
2015
10 years 5 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...
107
click to vote
ACL
2015
10 years 5 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...
ACL
2015
10 years 5 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...