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SIGIR
2003
ACM
15 years 10 months ago
On an equivalence between PLSI and LDA
Latent Dirichlet Allocation (LDA) is a fully generative approach to language modelling which overcomes the inconsistent generative semantics of Probabilistic Latent Semantic Index...
Mark Girolami, Ata Kabán
135
Voted
CIKM
2003
Springer
15 years 10 months ago
Multi-resolution disambiguation of term occurrences
We describe a system for extracting mentions of terms such as company and product names, in a large and noisy corpus of documents, such as the World Wide Web. Since natural langua...
Einat Amitay, Rani Nelken, Wayne Niblack, Ron Siva...
JAVA
2001
Springer
15 years 9 months ago
Impact of economics on compiler optimization
Compile-time program optimizations are similar to poetry: more are written than are actually published in commercial compilers. Hard economic reality is that many interesting opti...
Arch D. Robison
WWW
2010
ACM
15 years 9 months ago
An information retrieval approach to spelling suggestion
In this paper, we present a two-step language-independent spelling suggestion system. In the first step, candidate suggestions are generated using an Information Retrieval(IR) ap...
Sai Krishna, Prasad Pingali, Vasudeva Varma
AOSD
2007
ACM
15 years 9 months ago
Expressive programs through presentation extension
Most approaches to programming language extensibility have worked by pairing syntactic extension with semantic extension. We present an approach that works through a combination o...
Andrew David Eisenberg, Gregor Kiczales