Pretraining

Automatic Question Detection from Acoustic and Phonetic Features Using Feature-wise Pre-training Interspeech 2018 "Chitty-Chitty-Chat Bot": Deep Learning for Conversational AI IJCAI 2018 Code-switched Language Models Using Dual RNNs and Same-Source Pretraining EMNLP 2018 Content Explorer: Recommending Novel Entities for a Document Writer EMNLP 2018 Convolutional Neural Network for Universal Sentence Embeddings COLING 2018 CrystalFeel at SemEval-2018 Task 1: Understanding and Detecting Emotion Intensity using Affective Lexicons SemEval 2018 Deep contextualized word representations for detecting sarcasm and irony EMNLP 2018 Deep EHR: Chronic Disease Prediction Using Medical Notes MLHC 2018 Dissecting Contextual Word Embeddings: Architecture and Representation EMNLP 2018 Dynamic Meta-Embeddings for Improved Sentence Representations EMNLP 2018 ELMoLex: Connecting ELMo and Lexicon Features for Dependency Parsing CoNLL 2018 End-To-End Audio Replay Attack Detection Using Deep Convolutional Networks with Attention Interspeech 2018 Few-Shot Image Recognition by Predicting Parameters From Activations CVPR 2018 Framing and Agenda-setting in Russian News: a Computational Analysis of Intricate Political Strategies EMNLP 2018 ISI ASR System for the Low Resource Speech Recognition Challenge for Indian Languages Interspeech 2018 Language Independent Sentiment Analysis with Sentiment-Specific Word Embeddings EMNLP 2018 Large scale distributed neural network training through online distillation ICLR 2018 Making Convolutional Networks Recurrent for Visual Sequence Learning CVPR 2018 Multiple Instance Deep Learning for Weakly Supervised Small-Footprint Audio Event Detection Interspeech 2018 Pretraining Sentiment Classifiers with Unlabeled Dialog Data ACL 2018 Rapid Adaptation with Conditionally Shifted Neurons ICML 2018 RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition ACL 2018 Simple and Effective Semi-Supervised Question Answering NAACL 2018 Subword-augmented Embedding for Cloze Reading Comprehension COLING 2018 Syntax Helps ELMo Understand Semantics: Is Syntax Still Relevant in a Deep Neural Architecture for SRL? ACL 2018