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EMNLP
2009
14 years 7 months ago
Language Models Based on Semantic Composition
In this paper we propose a novel statistical language model to capture long-range semantic dependencies. Specifically, we apply the concept of semantic composition to the problem ...
Jeff Mitchell, Mirella Lapata
APSEC
2004
IEEE
15 years 1 months ago
The Design of Evolutionary Process Modeling Languages
To formalize a software process, its important aspects must be extracted as a model. Many processes are used repeatedly, and the ability to automate a process is also desired. One...
Darren C. Atkinson, Daniel C. Weeks, John Noll
NAACL
2007
14 years 11 months ago
Joint Morphological-Lexical Language Modeling for Machine Translation
We present a joint morphological-lexical language model (JMLLM) for use in statistical machine translation (SMT) of language pairs where one or both of the languages are morpholog...
Ruhi Sarikaya, Yonggang Deng
ICWE
2007
Springer
15 years 3 months ago
On the Integration of Web Modeling Languages
The Unified Modeling Language (UML) is considered as the lingua franca in software engineering. Despite various web modeling languages having emerged in the past decade, in the fie...
Manuel Wimmer, Andrea Schauerhuber, Wieland Schwin...
SIGIR
2005
ACM
15 years 3 months ago
Integrating word relationships into language models
In this paper, we propose a novel dependency language modeling approach for information retrieval. The approach extends the existing language modeling approach by relaxing the ind...
Guihong Cao, Jian-Yun Nie, Jing Bai