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Limitations of Co-Training for Natural Language Learning from Large Datasets
David Pierce
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Claire Cardie
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Paper Details:
Year: 2001
Venue:
EMNLP |
WS |
SIG: SIGDAT
Citations
URL
Extractive Summarization Using Supervised and Semi-Supervised Learning
Kam-Fai Wong
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Mingli Wu
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Wenjie Li
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An Approach to Text Corpus Construction which Cuts Annotation Costs and Maintains Reusability of Annotated Data
Katrin Tomanek
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Joachim Wermter
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Udo Hahn
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An Empirical Study Of Semi-Supervised Chinese Word Segmentation Using Co-Training
Fan Yang
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Paul Vozila
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Bootstrapping statistical parsers from small datasets
Mark Steedman
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Miles Osborne
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Anoop Sarkar
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Stephen Clark
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Rebecca Hwa
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Julia Hockenmaier
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Paul Ruhlen
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Steven Baker
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Jeremiah Crim
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A Backoff Model for Bootstrapping Resources for Non-English Languages
Chenhai Xi
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Rebecca Hwa
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Word Translation Disambiguation Using Bilingual Bootstrapping
Hang Li
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Cong Li
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Sample Selection for Statistical Parsing
Rebecca Hwa
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Weakly Supervised Natural Language Learning Without Redundant Views
Vincent Ng
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Claire Cardie
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Example Selection for Bootstrapping Statistical Parsers
Mark Steedman
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Rebecca Hwa
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Stephen Clark
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Miles Osborne
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Anoop Sarkar
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Julia Hockenmaier
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Paul Ruhlen
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Steven Baker
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Jeremiah Crim
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Agreement/Disagreement Classification: Exploiting Unlabeled Data using Contrast Classifiers
Sangyun Hahn
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Richard Ladner
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Mari Ostendorf
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Applying Co-Training to Reference Resolution
Christoph Mueller
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Stefan Rapp
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Michael Strube
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Teaching a Weaker Classifier: Named Entity Recognition on Upper Case Text
Hai Leong Chieu
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Hwee Tou Ng
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Uncertainty Reduction in Collaborative Bootstrapping: Measure and Algorithm
Yunbo Cao
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Hang Li
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Li Lian
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A High-Performance Semi-Supervised Learning Method for Text Chunking
Rie Ando
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Tong Zhang
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Semi-Supervised Cause Identification from Aviation Safety Reports
Isaac Persing
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Vincent Ng
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Semi-Supervised Active Learning for Sequence Labeling
Katrin Tomanek
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Udo Hahn
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Updating a Name Tagger Using Contemporary Unlabeled Data
Cristina Mota
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Ralph Grishman
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Robust Logistic Regression using Shift Parameters
Julie Tibshirani
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Christopher D. Manning
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Semi-supervised sequence tagging with bidirectional language models
Matthew Peters
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Waleed Ammar
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Chandra Bhagavatula
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Russell Power
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Bootstrapping Parallel Corpora
Chris Callison-Burch
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Miles Osborne
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Bootstrapping POS-taggers using unlabelled data
Stephen Clark
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James Curran
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Miles Osborne
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Bootstrapping Coreference Classifiers with Multiple Machine Learning Algorithms
Vincent Ng
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Claire Cardie
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Semantic Lexicon Construction: Learning from Unlabeled Data via Spectral Analysis
Rie Kubota Ando
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Co-training and Self-training for Word Sense Disambiguation
Rada Mihalcea
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Active Annotation
Andreas Vlachos
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Efficient Annotation with the Jena ANnotation Environment (JANE)
Katrin Tomanek
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Joachim Wermter
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Udo Hahn
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A Simple Semi-supervised Algorithm For Named Entity Recognition
Wenhui Liao
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Sriharsha Veeramachaneni
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Discriminative Models for Semi-Supervised Natural Language Learning
Sajib Dasgupta
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Vincent Ng
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Assessing the practical usability of an automatically annotated corpus
Md. Faisal Mahbub Chowdhury
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Alberto Lavelli
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A Comparison of Character Neural Language Model and Bootstrapping for Language Identification in Multilingual Noisy Texts
Wafia Adouane
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Simon Dobnik
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Jean-Philippe Bernardy
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Nasredine Semmar
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No URLs Found
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