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Stochastic Gradient Descent Training for L1-regularized Log-linear Models with Cumulative Penalty
Yoshimasa Tsuruoka
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Jun’ichi Tsujii
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Sophia Ananiadou
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Paper Details:
Month: August
Year: 2009
Location: Suntec, Singapore
Venue:
ACL |
IJCNLP |
Citations
URL
Kernel Slicing: Scalable Online Training with Conjunctive Features
Naoki Yoshinaga
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Masaru Kitsuregawa
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Discriminative Language Models as a Tool for Machine Translation Error Analysis
Koichi Akabe
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Graham Neubig
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Sakriani Sakti
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Tomoki Toda
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Satoshi Nakamura
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Part of Speech Tagging for French Social Media Data
Farhad Nooralahzadeh
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Caroline Brun
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Claude Roux
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Learning Succinct Models: Pipelined Compression with L1-Regularization, Hashing, Elias-Fano Indices, and Quantization
Hajime Senuma
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Akiko Aizawa
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Structured Sparsity in Structured Prediction
André Martins
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Noah Smith
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Mário Figueiredo
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Pedro Aguiar
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Efficient Higher-Order CRFs for Morphological Tagging
Thomas Mueller
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Helmut Schmid
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Hinrich Schütze
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Joint Lemmatization and Morphological Tagging with Lemming
Thomas Müller
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Ryan Cotterell
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Alexander Fraser
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Hinrich Schütze
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Structural and Topical Dimensions in Multi-Task Patent Translation
Katharina Waeschle
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Stefan Riezler
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Regularized Structured Perceptron: A Case Study on Chinese Word Segmentation, POS Tagging and Parsing
Kaixu Zhang
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Jinsong Su
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Changle Zhou
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Multi-class Animacy Classification with Semantic Features
Johannes Bjerva
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Feature-Frequency–Adaptive On-line Training for Fast and Accurate Natural Language Processing
Xu Sun
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Wenjie Li
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Houfeng Wang
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Qin Lu
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Optimized Online Rank Learning for Machine Translation
Taro Watanabe
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Bag of Experts Architectures for Model Reuse in Conversational Language Understanding
Rahul Jha
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Alex Marin
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Suvamsh Shivaprasad
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Imed Zitouni
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Cross-Language Text Classification Using Structural Correspondence Learning
Peter Prettenhofer
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Benno Stein
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Unsupervised Word Alignment with Arbitrary Features
Chris Dyer
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Jonathan H. Clark
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Alon Lavie
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Noah A. Smith
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Learning Condensed Feature Representations from Large Unsupervised Data Sets for Supervised Learning
Jun Suzuki
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Hideki Isozaki
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Masaaki Nagata
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Supervised Model Learning with Feature Grouping based on a Discrete Constraint
Jun Suzuki
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Masaaki Nagata
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A Unified Model for Soft Linguistic Reordering Constraints in Statistical Machine Translation
Junhui Li
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Yuval Marton
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Philip Resnik
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Hal Daumé III
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Sparse, Contextually Informed Models for Irony Detection: Exploiting User Communities, Entities and Sentiment
Byron C. Wallace
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Do Kook Choe
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Eugene Charniak
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Accurate Linear-Time Chinese Word Segmentation via Embedding Matching
Jianqiang Ma
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Erhard Hinrichs
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MeTA: A Unified Toolkit for Text Retrieval and Analysis
Sean Massung
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Chase Geigle
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ChengXiang Zhai
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GU-MLT-LT: Sentiment Analysis of Short Messages using Linguistic Features and Stochastic Gradient Descent
Tobias Günther
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Lenz Furrer
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N-Best Reranking by Multitask Learning
Kevin Duh
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Katsuhito Sudoh
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Hajime Tsukada
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Hideki Isozaki
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Masaaki Nagata
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Learning with Lookahead: Can History-Based Models Rival Globally Optimized Models?
Yoshimasa Tsuruoka
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Yusuke Miyao
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Jun’ichi Kazama
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Extracting Bacteria Biotopes with Semi-supervised Named Entity Recognition and Coreference Resolution
Nhung T. H. Nguyen
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Yoshimasa Tsuruoka
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The CMU-ARK German-English Translation System
Chris Dyer
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Kevin Gimpel
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Jonathan H. Clark
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Noah A. Smith
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Multi-Task Learning for Improved Discriminative Training in SMT
Patrick Simianer
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Stefan Riezler
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A Boosted Semi-Markov Perceptron
Tomoya Iwakura
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A Discriminative Model for Semantics-to-String Translation
Aleš Tamchyna
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Chris Quirk
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Michel Galley
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Learning Phone Embeddings for Word Segmentation of Child-Directed Speech
Jianqiang Ma
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Çağrı Çöltekin
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Erhard Hinrichs
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Finding The Best Model Among Representative Compositional Models
Masayasu Muraoka
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Sonse Shimaoka
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Kazeto Yamamoto
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Yotaro Watanabe
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Naoaki Okazaki
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Kentaro Inui
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http://research.microsoft.com/en-us/people/galena/
http://research.microsoft.com/en-us/um/people/jfgao/
http://www.cnts.ua.ac.be/conll2000/chunking/
http://crfpp.sourceforge.net/
http://www.chokkan.org/software/crfsuite/benchmark.html
http://www-tsujii.is.s.u-tokyo.ac.jp/GENIA/tagger/
Field Of Study
Task
Tagging
Chunking
Syntactic Parsing
Named Entity Recognition
Machine Translation
Biomedical
Approach
Structured Prediction
Language
English
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