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Proceedings of the 2001 Conference on Empirical Methods in Natural Language Processing

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Limitations of Co-Training for Natural Language Learning from Large Datasets
David Pierce | Claire Cardie

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A Sequential Model for Multi-Class Classification
Yair Even-Zohar | Dan Roth

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Learning Within-Sentence Semantic Coherence
Elena Eneva | Rose Hoberman | Lucian Lita

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Knowledge Sources for Word-Level Translation Models
Philipp Koehn | Kevin Knight

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Improving Lexical Mapping Model of English-Korean Bitext Using Structural Features
Seonho Kim | Juntae Yoon | Mansuk Song

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Stacking Classifiers for Anti-Spam Filtering of E-Mail
Georgios Sakkis | Ion Androutsopoulos | Georgios Paliouras | Vangelis Karkaletsis | Constantine D. Spyropoulos | Panagiotis Stamatopoulos

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Feature Space Restructuring for SVMs with Application to Text Categorization
Hiroya Takamura | Yuji Matsumoto

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Using Bins to Empirically Estimate Term Weights for Text Categorization
Carl Sable | Kenneth W. Church

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Question Answering Using a Large Text Database: A Machine Learning Approach
Hwee Tou Ng | Jennifer Lai Pheng Kwan | Yiyuan Xia

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Information Extraction Using the Structured Language Model
Ciprian Chelba | Milind Mahajan

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Classifying the Semantic Relations in Noun Compounds via a Domain-Specific Lexical Hierarchy
Barbara Rosario | Marti Hearst

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The Unknown Word Problem: a Morphological Analysis of Japanese Using Maximum Entropy Aided by a Dictionary
Kiyotaka Uchimoto | Satoshi Sekine | Hitoshi Isahara

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Is Knowledge-Free Induction of Multiword Unit Dictionary Headwords a Solved Problem?
Patrick Schone | Daniel Jurafsky

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Latent Semantic Analysis for Text Segmentation
Freddy Y. Y. Choi | Peter Wiemer-Hastings | Johanna Moore

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Detecting Short Passages of Similar Text in Large Document Collections
Caroline Lyon | James Malcolm | Bob Dickerson

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Hybrid Text Mining for Finding Abbreviations and their Definitions
Youngja Park | Roy J. Byrd

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Automatic Corpus-based Tone Prediction using K-ToBI Representation
Jin-Seok Lee | Byeongchang Kim | Gary Geunbae Lee

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Probabilistic Context-Free Grammars for Syllabification and Grapheme-to-Phoneme Conversion
Karin Müller

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Comparing Data-Driven Learning Algorithms for PoS Tagging of Swedish
Beáta Megyesi

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Impact of Quality and Quantity of Corpora on Stochastic Generation
Srinivas Bangalore | John Chen | Owen Rambow

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Corpus Variation and Parser Performance
Daniel Gildea