Notes: Rule-based language modeling is a approach to natural language processing that involves using a set of pre-defined rules and heuristics to generate or understand human language. In contrast to statistical language…
Tag: language modeling
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SRILM Toolkit & Dialog Systems
Notes: SRILM (SRI Language Modeling Toolkit) is an open source, extensible language modeling toolkit. SRILM is a C++-based toolkit for language modeling. Language models are built and interpolated using the SRILM. SRILM…
IRSTLM (IRST Language Modeling) Toolkit
Notes: IRSTLM is a toolkit for building and manipulating statistical language models. It is used to estimate the probability of a sequence of words, given a set of training data. The toolkit…
Language Modeling & Chatbots
Notes: A statistical language model (SLM) is a mathematical model that is used to predict the likelihood of a sequence of words (a string) occurring in a language. It does this by…