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» Risk Analysis with Information Described in Natural Language
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ESOP
2007
Springer
15 years 4 months ago
Computing Procedure Summaries for Interprocedural Analysis
Abstract. We describe a new technique for computing procedure summaries for performing an interprocedural analysis on programs. Procedure summaries are computed by performing a bac...
Sumit Gulwani, Ashish Tiwari
AI
2009
Springer
15 years 2 months ago
Financial Forecasting Using Character N-Gram Analysis and Readability Scores of Annual Reports
Abstract. Two novel Natural Language Processing (NLP) classification techniques are applied to the analysis of corporate annual reports in the task of financial forecasting. The ...
Matthew Butler, Vlado Keselj
IJCNLP
2005
Springer
15 years 4 months ago
Web-Based Terminology Translation Mining
Mining terminology translation from a large amount of Web data can be applied in many fields such as reading/writing assistant, machine translation and cross-language information r...
Gaolin Fang, Hao Yu, Fumihito Nishino
RIAO
2000
15 years 2 days ago
Learning for Sequence Extraction Tasks
We consider the application of machine learning techniques for sequence modeling to Information Retrieval (IR) and surface Information Extraction (IE) tasks. We introduce a generi...
Massih-Reza Amini, Hugo Zaragoza, Patrick Gallinar...
ACL
2011
14 years 2 months ago
Semi-supervised latent variable models for sentence-level sentiment analysis
We derive two variants of a semi-supervised model for fine-grained sentiment analysis. Both models leverage abundant natural supervision in the form of review ratings, as well as...
Oscar Täckström, Ryan T. McDonald