Papers
Prior Knowledge and Preferential Structures in Gradient Descent Learning Algorithms
Robert E. Mahony, Robert C. Williamson
Tracking the Best Linear Predictor
Mark Herbster, Manfred K. Warmuth
Bayes Point Machines
Ralf Herbrich, Thore Graepel, Colin Campbell
Sparse Bayesian Learning and the Relevance Vector Machine
Michael E. Tipping
Regularized Principal Manifolds
Alexander J. Smola, Sebastian Mika, Bernhard Schölkopf et al.
Lagrangian Support Vector Machines
O. L. Mangasarian, David R. Musicant
SVMTorch: Support Vector Machines for Large-Scale Regression Problems
Ronan Collobert, Samy Bengio
Corpus Variation and Parser Performance
Daniel Gildea
Impact of Quality and Quantity of Corpora on Stochastic Generation
Srinivas Bangalore, John Chen, Owen Rambow
Automatic Corpus-based Tone Prediction using K-ToBI Representation
Jin-Seok Lee, Byeongchang Kim, Gary Geunbae Lee
Hybrid Text Mining for Finding Abbreviations and their Definitions
Youngja Park, Roy J. Byrd
Detecting Short Passages of Similar Text in Large Document Collections
Caroline Lyon, James Malcolm, Bob Dickerson
Latent Semantic Analysis for Text Segmentation
Freddy Y. Y. Choi, Peter Wiemer-Hastings, Johanna Moore
Is Knowledge-Free Induction of Multiword Unit Dictionary Headwords a Solved Problem?
Patrick Schone, Daniel Jurafsky
The Unknown Word Problem: a Morphological Analysis of Japanese Using Maximum Entropy Aided by a Dictionary
Kiyotaka Uchimoto, Satoshi Sekine, Hitoshi Isahara
Classifying the Semantic Relations in Noun Compounds via a Domain-Specific Lexical Hierarchy
Barbara Rosario, Marti Hearst
Information Extraction Using the Structured Language Model
Ciprian Chelba, Milind Mahajan
Question Answering Using a Large Text Database: A Machine Learning Approach
Hwee Tou Ng, Jennifer Lai Pheng Kwan, Yiyuan Xia
Using Bins to Empirically Estimate Term Weights for Text Categorization
Carl Sable, Kenneth W. Church
Feature Space Restructuring for SVMs with Application to Text Categorization
Hiroya Takamura, Yuji Matsumoto
Stacking Classifiers for Anti-Spam Filtering of E-Mail
Georgios Sakkis, Ion Androutsopoulos, Georgios Paliouras et al.
Improving Lexical Mapping Model of English-Korean Bitext Using Structural Features
Seonho Kim, Juntae Yoon, Mansuk Song
Knowledge Sources for Word-Level Translation Models
Philipp Koehn, Kevin Knight