Classification

A Bi-Model Based RNN Semantic Frame Parsing Model for Intent Detection and Slot Filling NAACL 2018 A Brand-level Ranking System with the Customized Attention-GRU Model IJCAI 2018 A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference NAACL 2018 Accelerated Difference of Convex functions Algorithm and its Application to Sparse Binary Logistic Regression IJCAI 2018 Accelerating Cross-Validation in Multinomial Logistic Regression with ℓ_1-Regularization JMLR 2018 Accountable Approval Sorting IJCAI 2018 A Challenge Set and Methods for Noun-Verb Ambiguity EMNLP 2018 A Characterwise Windowed Approach to Hebrew Morphological Segmentation EMNLP 2018 Achieving Non-Discrimination in Prediction IJCAI 2018 Achieving the time of 1-NN, but the accuracy of k-NN AISTATS 2018 A Compact and Discriminative Feature Based on Auditory Summary Statistics for Acoustic Scene Classification Interspeech 2018 A Comparison of Input Types to a Deep Neural Network-based Forced Aligner Interspeech 2018 A Comparison of Two Paraphrase Models for Taxonomy Augmentation NAACL 2018 A Computational Approach to Feature Extraction for Identification of Suicidal Ideation in Tweets ACL 2018 A Computational Exploration of Exaggeration EMNLP 2018 A Constrained Deep Neural Network for Ordinal Regression CVPR 2018 A Corpus of Non-Native Written English Annotated for Metaphor NAACL 2018 Acoustic Features Associated with Sustained Vowel and Continuous Speech Productions by Chinese Children with Functional Articulation Disorders Interspeech 2018 Acoustic-Prosodic Indicators of Deception and Trust in Interview Dialogues Interspeech 2018 Active Learning for Convolutional Neural Networks: A Core-Set Approach ICLR 2018 Active Learning for LF-MMI Trained Neural Networks in ASR Interspeech 2018 Active Learning with Logged Data ICML 2018 Adaptive Dropout with Rademacher Complexity Regularization ICLR 2018 Adaptive Learning of Local Semantic and Global Structure Representations for Text Classification COLING 2018 Adaptive Sampled Softmax with Kernel Based Sampling ICML 2018