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Text Classification from Labeled and Unlabeled Documents using EM

by: Kamal Nigam, Andrew K Mccallum, Sebastian Thrun, Tom Mitchell

Machine Learning, Vol. V39, No. 2. (1 May 2000), pp. 103-134.

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2007 3d-vision 527 academia accent acquisition action-recognition adaptation adult advanced_learners agent agents ai aiide airtrafficcontrol alignment annotation applied_linguistics arabic asl asr assessment atc attention attention-application autonomy aviation bag-of-feature bag-of-features baseline bayesian bibtex-import calico call call_system carte category-recognition chatterbot child child_speech chinese cjk cl clustering cmu co-algorithm cognition cognitive_agent community comparison_to_noncall comprehension confusion connectionist corpus critical_period cvpr data_mining dbfs detection dimension-reduction discriminative disfluency distance documentation drama dynamic-scene ebla ecologicalpsychology education eduspeak edutech em emotion energy-minimization english error error_modeling errors eurospeech evaluation eventschemas extraction f0 faa factorization feedback first fsa full_access full_transfer fundamental-matrix games generation german good grammar graphical-model graph-matching graph-theory hash hccl histogram hmm hpsg humanfactors hyperfeature ia ica icall icalt iccv icicle image-classification incremental-algorithm indexofcognitiveactivity information_theory interest-point-detector interference intonation isi japanese jpeg2000 kernel knowledge_tracing krashen l1a l2 l2a language language_acquisition language_model language_transfer latex learner learner_error learner_errors learner_model learner_modelling learning levenshtein_distance lexical lexical_error lexicon linguistics lingusistics lingusitics listen listening literature_survey loanword local-feature machine_learning machine_translation markov-random-field matching math mathy meta metric metric-learning mine mispronunciation mispronunciation_detection mispronunciation_tolerance missing misspelling modeling monitor_hypothesis morphology motion-consistency motion-segmentation motivation mt multi-body multimedia-adaptation my_thesis named_entity native need_pdf network neural_network neuro nlp nonnative non_pron_errors non-rigid not_applicable notuseful noun object-attention object-categorization object-detection object-identification object-of-interest object-recognition ontology optical-flow organization oriented-frames orthography overview parser pattern-recognition pca pedagogical pedagogy perception perl persian phonetic phonetics phonology photo2search pitch politeness poster programming projective pronunciation pronunciation_modeling prosodic psycholinguistics psychology publishing pupillaryresponse quotable random-field randomized rank-theorem rdhfl reading recognition reference requirements retrieval robot robust-statistics sail scene-classification score2 score5 scoring segmentation semantic semi-supervised semi-supervised-learning severity sift signal-processing similarity simulation situated_learning sla social social_software sociolinguistics spatial-pyramid-matching spatial-relationship spatial-temporal-analysis spectral spectral-matching speech spell_checking sri statistical-model statistics strategy structure-from-motion structure-saliency subspace summary supersegmental survey svd syntax tactlang taiwan taskanalysis taxonomy techvertisement tensor terascale testing text-classification texture theory thesis to_cite tones toread tracking transcription transfer transliteration uav ug ui unicode video_attention video-attention video-stabilization video-synthesis viewpoint-consistency vision visual_cue vocabulary vygotsky web-mining wiki word_drop wordnet zpd