ACL
2015
9 years 11 months ago
2015
Downstream processing of machine translation (MT) output promises to be a solution to improve translation quality, especially when the MT system’s internal decoding process is n...
ACL
2015
9 years 11 months ago
2015
We present a three-pronged approach to improving Statistical Machine Translation (SMT), building on recent success in the application of neural networks to SMT. First, we propose ...
ACL
2015
9 years 11 months ago
2015
Semantic applications typically extract information from intermediate structures derived from sentences, such as dependency parse or semantic role labeling. In this paper, we stud...
ACL
2015
9 years 11 months ago
2015
We present cort, a modular toolkit for devising, implementing, comparing and analyzing approaches to coreference resolution. The toolkit allows for a unified representation of po...
ACL
2015
9 years 11 months ago
2015
This paper introduces a web-based visualization framework for graph-based distributional semantic models. The visualization supports a wide range of data structures, including ter...
ACL
2015
9 years 11 months ago
2015
We present a new factoid-annotated dataset for evaluating content models for scientific survey article generation containing 3,425 sentences from 7 topics in natural language pro...
ACL
2015
9 years 11 months ago
2015
ACL
2015
9 years 11 months ago
2015
Mention pair models that predict whether or not two mentions are coreferent have historically been very effective for coreference resolution, but do not make use of entity-level i...
ACL
2015
9 years 11 months ago
2015
We propose an event-driven model for headline generation. Given an input document, the system identifies a key event chain by extracting a set of structural events that describe ...
ACL
2015
9 years 11 months ago
2015
Contrasting meaning is a basic aspect of semantics. Recent word-embedding models based on distributional semantics hypothesis are known to be weak for modeling lexical contrast. W...