fin10 MachineLearningStudy issues

fin10 / MachineLearningStudy

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Convolutional neural network based triangular CRF for joint intent detection and slot filling

#42 fin10 opened 7 years ago
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Pseudo-Label : The Simple and Efficient Semi-Supervised Learning Method for Deep Neural Networks

#41 fin10 opened 7 years ago
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Cross-lingual projection for class-based language models

#40 fin10 closed 7 years ago
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Cross-lingual slot filling from comparable corpora

#39 fin10 closed 7 years ago
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Sequential Convolutional Neural Networks for Slot Filling in Spoken Language Understanding

#38 fin10 opened 7 years ago
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Encoder-decoder with Focus-mechanism for Sequence Labelling Based Spoken Language Understanding

#37 fin10 closed 7 years ago
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Grammar as a Foreign Language

#36 fin10 closed 7 years ago
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Structural SVM을 이용한 한국어 띄어쓰기 및 품사 태깅 결합 모델

#35 fin10 closed 7 years ago
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Domainless Adaptation by Constrained Decoding on a Schema Lattice

#34 fin10 closed 7 years ago
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Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation

#33 fin10 closed 7 years ago
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Exploring the Limits of Language Modeling

#32 fin10 closed 7 years ago
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Recurrent neural network based language model.

#31 fin10 opened 7 years ago
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Word representations: a simple and general method for semi-supervised learning

#30 fin10 closed 7 years ago
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MULTITASK LEARNING FOR SPOKEN LANGUAGE UNDERSTANDING

#29 fin10 closed 7 years ago
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Linguistic Regularities in Continuous Space Word Representations

#28 fin10 closed 7 years ago
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Multi-Task Learning for Spoken Language Understanding with Shared Slots

#27 fin10 opened 7 years ago
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Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding

#26 fin10 closed 7 years ago
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Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems

#25 fin10 closed 7 years ago
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Natural Language Model Re-usability for Scaling to Different Domains

#24 fin10 opened 7 years ago
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A New Pre-training Method for Training Deep Learning Models with Application to Spoken Language Understanding

#23 fin10 opened 7 years ago
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A Joint Model of Intent Determination and Slot Filling for Spoken Language Understanding

#22 fin10 opened 7 years ago
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Leveraging Frame Semantics and Distributional Semantics for Unsupervised Semantic Slot Induction in Spoken Dialogue Systems

#21 fin10 closed 8 years ago
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Probabilistic frame-semantic parsing

#20 fin10 closed 7 years ago
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Jointly Modeling Inter-Slot Relations by Random Walk on Knowledge Graphs for Unsupervised Spoken Language Understanding

#19 fin10 closed 7 years ago
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2016-08-01 4차 미팅

#18 fin10 closed 8 years ago
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Automatic Induction of Language Model Data for a Spoken Dialogue System

#17 fin10 closed 7 years ago
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Unsupervised POS induction with word embeddings

#16 fin10 closed 7 years ago
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Unsupervised induction and filling of semantic slots for spoken dialogue systems using frame-semantic parsing

#15 fin10 closed 8 years ago
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Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data

#14 fin10 closed 7 years ago
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2016-07-22 3차 미팅

#13 fin10 closed 8 years ago
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Using Recurrent Neural Networks for Slot Filling in Spoken Language Understanding

#12 fin10 opened 8 years ago
1
Exploiting the Semantic Web for Unsupervised Spoken Language Understanding

#11 fin10 closed 7 years ago
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2016-07-14 2차 미팅

#10 fin10 closed 8 years ago
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Easy contextual intent prediction and slot detection

#9 fin10 closed 7 years ago
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Convolutional Neural Networks for Sentence Classification

#8 fin10 closed 8 years ago
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Contextual spoken language understanding using recurrent neural networks

#7 fin10 opened 8 years ago
1
Contextual domain classification in spoken language understanding systems using recurrent neural network

#6 fin10 closed 8 years ago
1
Spoken language understanding

#5 fin10 opened 8 years ago
1
2016-07-08 1차 미팅

#4 fin10 closed 8 years ago
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Distributed representations of sentences and documents

#3 fin10 closed 7 years ago
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Efficient Estimation of Word Representations in Vector Space

#2 fin10 closed 7 years ago
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Deep Convolutional Neural Networks for Sentiment Analysis of Short Texts

#1 fin10 closed 8 years ago
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