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EMNLP
2008
13 years 6 months ago
Topic-Driven Multi-Document Summarization with Encyclopedic Knowledge and Spreading Activation
Information of interest to users is often distributed over a set of documents. Users can specify their request for information as a query/topic
Vivi Nastase
EMNLP
2008
13 years 6 months ago
Cross-Task Knowledge-Constrained Self Training
We present an algorithmic framework for learning multiple related tasks. Our framework exploits a form of prior knowledge that relates the output spaces of these tasks. We present...
Hal Daumé III
EMNLP
2008
13 years 6 months ago
A Graph-theoretic Model of Lexical Syntactic Acquisition
This paper presents a graph-theoretic model of the acquisition of lexical syntactic representations. The representations the model learns are non-categorical or graded. We propose...
Hinrich Schütze, Michael Walsh
EMNLP
2008
13 years 6 months ago
LTAG Dependency Parsing with Bidirectional Incremental Construction
In this paper, we first introduce a new architecture for parsing, bidirectional incremental parsing. We propose a novel algorithm for incremental construction, which can be applie...
Libin Shen, Aravind K. Joshi
EMNLP
2008
13 years 6 months ago
Triplet Lexicon Models for Statistical Machine Translation
This paper describes a lexical trigger model for statistical machine translation. We present various methods using triplets incorporating long-distance dependencies that can go be...
Sasa Hasan, Juri Ganitkevitch, Hermann Ney, Jes&ua...