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97
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ACL
2007
15 years 1 months ago
Generating Usable Formats for Metadata and Annotations in a Large Meeting Corpus
The AMI Meeting Corpus is now publicly available, including manual annotation files generated in the NXT XML format, but lacking explicit metadata for the 171 meetings of the cor...
Andrei Popescu-Belis, Paula Estrella
104
Voted
ACL
2007
15 years 1 months ago
Fast Semantic Extraction Using a Novel Neural Network Architecture
We describe a novel neural network architecture for the problem of semantic role labeling. Many current solutions are complicated, consist of several stages and handbuilt features...
Ronan Collobert, Jason Weston
ACL
2007
15 years 1 months ago
K-best Spanning Tree Parsing
This paper introduces a Maximum Entropy dependency parser based on an efficient kbest Maximum Spanning Tree (MST) algorithm. Although recent work suggests that the edge-factored ...
Keith Hall
105
Voted
ACL
2007
15 years 1 months ago
Conditional Modality Fusion for Coreference Resolution
Non-verbal modalities such as gesture can improve processing of spontaneous spoken language. For example, similar hand gestures tend to predict semantic similarity, so features th...
Jacob Eisenstein, Randall Davis
93
Voted
ACL
2007
15 years 1 months ago
Generalizing Tree Transformations for Inductive Dependency Parsing
Previous studies in data-driven dependency parsing have shown that tree transformations can improve parsing accuracy for specific parsers and data sets. We investigate to what ex...
Jens Nilsson, Joakim Nivre, Johan Hall