118
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ACL
2015
10 years 3 months ago
2015
Simultaneous translation is a method to reduce the latency of communication through machine translation (MT) by dividing the input into short segments before performing translatio...
121
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ACL
2015
10 years 3 months ago
2015
Two recent approaches have achieved state-of-the-art results in image captioning. The first uses a pipelined process where a set of candidate words is generated by a convolutiona...
141
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ACL
2015
10 years 3 months ago
2015
We consider the task of identifying and labeling the semantic arguments of a predicate that evokes a FrameNet frame. This task is challenging because there are only a few thousand...
128
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ACL
2015
10 years 3 months ago
2015
This work develops a new statistical understanding of word embeddings induced from transformed count data. Using the class of hidden Markov models (HMMs) underlying Brown clusteri...
144
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ACL
2015
10 years 3 months ago
2015
In recent years, there has been an increasing interest in learning a distributed representation of word sense. Traditional context clustering based models usually require careful ...
138
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ACL
2015
10 years 3 months ago
2015
Topic Model such as Latent Dirichlet Allocation(LDA) makes assumption that topic assignment of different words are conditionally independent. In this paper, we propose a new model...
133
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ACL
2015
10 years 3 months ago
2015
We study the problem of summarizing DAG-structured topic hierarchies over a given set of documents. Example applications include automatically generating Wikipedia disambiguation ...
135
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ACL
2015
10 years 3 months ago
2015
We propose a technique for learning representations of parser states in transitionbased dependency parsers. Our primary innovation is a new control structure for sequence-to-seque...
119
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ACL
2015
10 years 3 months ago
2015
Training a high-accuracy dependency parser requires a large treebank. However, these are costly and time-consuming to build. We propose a learning method that needs less data, bas...
134
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ACL
2015
10 years 3 months ago
2015
We investigate the impact of listener’s gaze on predicting reference resolution in situated interactions. We extend an existing model that predicts to which entity in the enviro...