Haitao Mi


2016

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Coverage Embedding Models for Neural Machine Translation
Haitao Mi | Baskaran Sankaran | Zhiguo Wang | Abe Ittycheriah
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing

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Supervised Attentions for Neural Machine Translation
Haitao Mi | Zhiguo Wang | Abe Ittycheriah
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing

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Semi-supervised Clustering for Short Text via Deep Representation Learning
Zhiguo Wang | Haitao Mi | Abraham Ittycheriah
Proceedings of The 20th SIGNLL Conference on Computational Natural Language Learning

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Sentence Similarity Learning by Lexical Decomposition and Composition
Zhiguo Wang | Haitao Mi | Abraham Ittycheriah
Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers

Most conventional sentence similarity methods only focus on similar parts of two input sentences, and simply ignore the dissimilar parts, which usually give us some clues and semantic meanings about the sentences. In this work, we propose a model to take into account both the similarities and dissimilarities by decomposing and composing lexical semantics over sentences. The model represents each word as a vector, and calculates a semantic matching vector for each word based on all words in the other sentence. Then, each word vector is decomposed into a similar component and a dissimilar component based on the semantic matching vector. After this, a two-channel CNN model is employed to capture features by composing the similar and dissimilar components. Finally, a similarity score is estimated over the composed feature vectors. Experimental results show that our model gets the state-of-the-art performance on the answer sentence selection task, and achieves a comparable result on the paraphrase identification task.

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Vocabulary Manipulation for Neural Machine Translation
Haitao Mi | Zhiguo Wang | Abe Ittycheriah
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)

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Sense Embedding Learning for Word Sense Induction
Linfeng Song | Zhiguo Wang | Haitao Mi | Daniel Gildea
Proceedings of the Fifth Joint Conference on Lexical and Computational Semantics

2015

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Shift-Reduce Constituency Parsing with Dynamic Programming and POS Tag Lattice
Haitao Mi | Liang Huang
Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

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Feature Optimization for Constituent Parsing via Neural Networks
Zhiguo Wang | Haitao Mi | Nianwen Xue
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)

2014

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Hierarchical MT Training using Max-Violation Perceptron
Kai Zhao | Liang Huang | Haitao Mi | Abe Ittycheriah
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)

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A Structured Language Model for Incremental Tree-to-String Translation
Heng Yu | Haitao Mi | Liang Huang | Qun Liu
Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers

2013

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Flexible and Efficient Hypergraph Interactions for Joint Hierarchical and Forest-to-String Decoding
Martin Čmejrek | Haitao Mi | Bowen Zhou
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing

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Max-Violation Perceptron and Forced Decoding for Scalable MT Training
Heng Yu | Liang Huang | Haitao Mi | Kai Zhao
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing

2011

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A novel dependency-to-string model for statistical machine translation
Jun Xie | Haitao Mi | Qun Liu
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing

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Rule Markov Models for Fast Tree-to-String Translation
Ashish Vaswani | Haitao Mi | Liang Huang | David Chiang
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies

2010

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Statistical Translation Model Based On Source Syntax Structure
Qun Liu | Yang Liu | Haitao Mi
Proceedings of the 24th Pacific Asia Conference on Language, Information and Computation

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An Efficient Shift-Reduce Decoding Algorithm for Phrased-Based Machine Translation
Yang Feng | Haitao Mi | Yang Liu | Qun Liu
Coling 2010: Posters

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Machine Translation with Lattices and Forests
Haitao Mi | Liang Huang | Qun Liu
Coling 2010: Posters

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Dependency-Based Bracketing Transduction Grammar for Statistical Machine Translation
Jinsong Su | Yang Liu | Haitao Mi | Hongmei Zhao | Yajuan Lv | Qun Liu
Coling 2010: Posters

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Constituency to Dependency Translation with Forests
Haitao Mi | Qun Liu
Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics

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Learning Lexicalized Reordering Models from Reordering Graphs
Jinsong Su | Yang Liu | Yajuan Lv | Haitao Mi | Qun Liu
Proceedings of the ACL 2010 Conference Short Papers

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Efficient Incremental Decoding for Tree-to-String Translation
Liang Huang | Haitao Mi
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing

2009

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Lattice-based System Combination for Statistical Machine Translation
Yang Feng | Yang Liu | Haitao Mi | Qun Liu | Yajuan Lü
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing

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Joint Decoding with Multiple Translation Models
Yang Liu | Haitao Mi | Yang Feng | Qun Liu
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

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Sub-Sentence Division for Tree-Based Machine Translation
Hao Xiong | Wenwen Xu | Haitao Mi | Yang Liu | Qun Liu
Proceedings of the ACL-IJCNLP 2009 Conference Short Papers

2008

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Forest-Based Translation
Haitao Mi | Liang Huang | Qun Liu
Proceedings of ACL-08: HLT

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Refinements in BTG-based Statistical Machine Translation
Deyi Xiong | Min Zhang | AiTi Aw | Haitao Mi | Qun Liu | Shouxun Lin
Proceedings of the Third International Joint Conference on Natural Language Processing: Volume-I

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Word Lattice Reranking for Chinese Word Segmentation and Part-of-Speech Tagging
Wenbin Jiang | Haitao Mi | Qun Liu
Proceedings of the 22nd International Conference on Computational Linguistics (Coling 2008)

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Forest-based Translation Rule Extraction
Haitao Mi | Liang Huang
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing