Publications - Machine Learning SG

Recognizing Implicit Discourse Relations in the Penn Discourse Treebank (2009)

Ziheng Lin Min-Yen Kan Hwee Tou Ng

treebank discourse relation classifier natural language processing linguistics +4 more

Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing 307 citations Published 2009-08-06
Natural Language Generation with Tree Conditional Random Fields (2009)

Wei Lu Hwee Tou Ng Wee Sun Lee

tree structure tree kernel incremental decision tree natural language generation tree traversal +7 more

Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing 30 citations Published 2009-08-06
K-Best Combination of Syntactic Parsers (2009)

Hui Zhang Min Zhang Chew Lim Tan Haizhou Li

top down parsing parser combinator bottom up parsing lr parser parsing +6 more

Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing 54 citations Published 2009-08-06
Joint Learning of Preposition Senses and Semantic Roles of Prepositional Phrases (2009)

Daniel Dahlmeier Hwee Tou Ng Tanja Schultz

semeval propbank semantic role labeling semantics classifier +7 more

Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing 27 citations Published 2009-08-06
Improving Statistical Machine Translation Using Domain Bilingual Multiword Expressions (2009)

Zhixiang Ren Yajuan Lü Jie Cao Qun Liu Yun Huang

example based machine translation transfer based machine translation machine translation software usability machine translation rule based machine translation +7 more

Proceedings of the Workshop on Multiword Expressions: Identification, Interpretation, Disambiguation and Applications 121 citations Published 2009-08-06
Improved Statistical Machine Translation for Resource-Poor Languages Using Related Resource-Rich Languages (2009)

Preslav Nakov Hwee Tou Ng

rule based machine translation machine translation transfer based machine translation evaluation of machine translation machine translation software usability +6 more

Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing 105 citations Published 2009-08-06
Domain adaptive bootstrapping for named entity recognition (2009)

Dan Wu Wee Sun Lee Nan Ye Hai Leong Chieu

bootstrapping transduction application domain effective domain named entity recognition +7 more

Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing 71 citations Published 2009-08-06
Chinese Novelty Mining (2009)

Yi Zhang Flora S. Tsai

novelty automated mining text mining part of speech natural language processing +5 more

Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing 22 citations Published 2009-08-06
A re-examination of lexical association measures (2009)

Hung Huu Hoang Su Nam Kim Min-Yen Kan

light verb verb treebank equivalence pointwise +7 more

Proceedings of the Workshop on Multiword Expressions: Identification, Interpretation, Disambiguation and Applications 27 citations Published 2009-08-06
Query Segmentation Based on Eigenspace Similarity (2009)

Chao Zhang Nan Sun Xia Hu Tingzhu Huang Tat-Seng Chua

query expansion query optimization web query classification web search query sargable +6 more

Proceedings of the ACL-IJCNLP 2009 Conference Short Papers 17 citations Published 2009-08-04
Transliteration Alignment (2009)

Vladimir Pervouchine Haizhou Li Bo Lin

transliteration word error rate information theory natural language processing entropy +5 more

Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP 20 citations Published 2009-08-02
Topological Ordering of Function Words in Hierarchical Phrase-based Translation (2009)

Hendra Setiawan Min Yen Kan Haizhou Li Philip Resnik

phrase syntax function word topological sorting natural language processing +4 more

Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP 19 citations Published 2009-08-02
Summarizing Definition from Wikipedia (2009)

Shiren Ye Tat-Seng Chua Jie Lu

infobox automatic summarization sentence natural language processing information retrieval +4 more

Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP 19 citations Published 2009-08-02
Multi-Task Transfer Learning for Weakly-Supervised Relation Extraction (2009)

Jing Jiang

relationship extraction precision and recall transfer of learning machine learning weight +5 more

Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP 80 citations Published 2009-08-02
Forest-based Tree Sequence to String Translation Model (2009)

Hui Zhang Min Zhang Haizhou Li Aiti Aw Chew Lim Tan

transfer based machine translation rule based machine translation machine translation nist parsing +6 more

Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP 29 citations Published 2009-08-02
A non-contiguous Tree Sequence Alignment-based Model for Statistical Machine Translation (2009)

Jun Sun Min Zhang Chew Lim Tan

interval tree multiple sequence alignment machine translation nist sequence alignment +6 more

Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP 12 citations Published 2009-08-02
View-Independent Behavior Analysis (2009)

Kaiqi Huang Dacheng Tao Yuan Yuan Xuelong Li Tieniu Tan

gesture recognition motion analysis sensor fusion gesture human computer interaction +7 more

systems man and cybernetics 21 citations Published 2009-08-01
Segmented-Memory Recurrent Neural Networks (2009)

Jinmiao Chen N.S. Chaudhari

recurrent neural network artificial neural network memory segmentation memory architecture electronic mail +5 more

IEEE Transactions on Neural Networks 13 citations Published 2009-08-01
Salient Region Detection by Modeling Distributions of Color and Orientation (2009)

V. Gopalakrishnan Yiqun Hu D. Rajan

color image color space salient image segmentation hue +7 more

IEEE Transactions on Multimedia 210 citations Published 2009-08-01
Robust probabilistic PCA with missing data and contribution analysis for outlier detection (2009)

Tao Chen Elaine Martin Gary Montague

missing data outlier expectation maximization algorithm principal component analysis anomaly detection +6 more

Computational Statistics & Data Analysis 105 citations Published 2009-08-01

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Recognizing Implicit Discourse Relations in the Penn Discourse Treebank (2009)

Natural Language Generation with Tree Conditional Random Fields (2009)

K-Best Combination of Syntactic Parsers (2009)

Joint Learning of Preposition Senses and Semantic Roles of Prepositional Phrases (2009)

Improving Statistical Machine Translation Using Domain Bilingual Multiword Expressions (2009)

Improved Statistical Machine Translation for Resource-Poor Languages Using Related Resource-Rich Languages (2009)

Domain adaptive bootstrapping for named entity recognition (2009)

Chinese Novelty Mining (2009)

A re-examination of lexical association measures (2009)

Query Segmentation Based on Eigenspace Similarity (2009)

Transliteration Alignment (2009)

Topological Ordering of Function Words in Hierarchical Phrase-based Translation (2009)

Summarizing Definition from Wikipedia (2009)

Multi-Task Transfer Learning for Weakly-Supervised Relation Extraction (2009)

Forest-based Tree Sequence to String Translation Model (2009)

A non-contiguous Tree Sequence Alignment-based Model for Statistical Machine Translation (2009)

View-Independent Behavior Analysis (2009)

Segmented-Memory Recurrent Neural Networks (2009)

Salient Region Detection by Modeling Distributions of Color and Orientation (2009)

Robust probabilistic PCA with missing data and contribution analysis for outlier detection (2009)