Index of papers in Proc. ACL 2013 that mention
  • state of the art
Plank, Barbara and Moschitti, Alessandro
Computational Structures for RE
We will use this gold information also in Section 6.1 to show that our system aligns well to the state of the art on the ACE 2004 benchmark.
Experimental Setup
To compare our model against the state of the art we use the ACE 2004 data.
Introduction
We first show that our system aligns well with the state of the art on the ACE 2004 benchmark.
Results
Table 3 shows that our system (bottom) aligns well with the state of the art .
state of the art is mentioned in 4 sentences in this paper.
Topics mentioned in this paper:
Wolfe, Travis and Van Durme, Benjamin and Dredze, Mark and Andrews, Nicholas and Beller, Charley and Callison-Burch, Chris and DeYoung, Jay and Snyder, Justin and Weese, Jonathan and Xu, Tan and Yao, Xuchen
Abstract
PARMA achieves state of the art results on an existing and a new dataset.
Conclusion
PARMA achieves state of the art performance on three datasets for predicate argument alignment.
Introduction
We demonstrate the effectiveness of this approach by achieving state of the art performance on the data of Roth and Frank despite having little relevant training data.
Results
On RF, compared to Roth and Frank, the best published method for this task, we also improve, making PARMA the state of the art system for this task.
state of the art is mentioned in 4 sentences in this paper.
Topics mentioned in this paper:
Biran, Or and McKeown, Kathleen
Abstract
In addition, we present results for a full system using additional features which achieves close to state of the art performance without resorting to gold syntactic parses or to context outside the relation.
Conclusion
(2009), who used mostly similar features, for comparison and temporal and is competitive with the most recent state of the art systems for contingency and expansion without using any syntactic or context features.
Introduction
In addition, we present a system which combines these word pairs with additional features to achieve near state of the art performance without the use of syntactic parse features and of context outside the arguments of the relation.
state of the art is mentioned in 3 sentences in this paper.
Topics mentioned in this paper:
Hermann, Karl Moritz and Blunsom, Phil
Experiments
— Overall, our models compare favourably with the state of the art .
Experiments
With an additional, unsupervised training step we achieved results beyond the current state of the art on this task, too.
Introduction
We show that this combination of state of the art machine learning and an advanced linguistic formalism translates into concise models with competitive performance on a variety of tasks.
state of the art is mentioned in 3 sentences in this paper.
Topics mentioned in this paper: