8 papers · 1 filter
Richer Syntactic Dependencies for Structured Language Modeling
Ciprian Chelba, Peng Xu
The paper investigates the use of richer syntactic dependencies in the structured language model (SLM). We present two simple methods of enriching the dependencies in the syntactic…
Information Extraction Using the Structured Language Model
Ciprian Chelba, Milind Mahajan
The paper presents a data-driven approach to information extraction (viewed as template filling) using the structured language model (SLM) as a statistical parser. The task of temp…
Portability of Syntactic Structure for Language Modeling
Ciprian Chelba
The paper presents a study on the portability of statistical syntactic knowledge in the framework of the structured language model (SLM). We investigate the impact of porting SLM s…
Structured Language Modeling for Speech Recognition
Ciprian Chelba, Frederick Jelinek
A new language model for speech recognition is presented. The model develops hidden hierarchical syntactic-like structure incrementally and uses it to extract meaningful informatio…
Recognition Performance of a Structured Language Model
Ciprian Chelba, Frederick Jelinek
A new language model for speech recognition inspired by linguistic analysis is presented. The model develops hidden hierarchical structure incrementally and uses it to extract mean…
Refinement of a Structured Language Model
Ciprian Chelba, Frederick Jelinek
A new language model for speech recognition inspired by linguistic analysis is presented. The model develops hidden hierarchical structure incrementally and uses it to extract mean…