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TitleStatusHype
Supervised Contextual Embeddings for Transfer Learning in Natural Language Processing TasksCode0
Inducing Syntactic Trees from BERT Representations—0
EmotionX-KU: BERT-Max based Contextual Emotion ClassifierCode0
Multilingual Named Entity Recognition Using Pretrained Embeddings, Attention Mechanism and NCRFCode0
Semi-supervised acoustic model training for five-lingual code-switched ASR—0
Surf at MEDIQA 2019: Improving Performance of Natural Language Inference in the Clinical Domain by Adopting Pre-trained Language Model—0
Towards Robust Named Entity Recognition for Historic GermanCode0
Structured Pruning of Recurrent Neural Networks through Neuron Selection—0
Barack's Wife Hillary: Using Knowledge-Graphs for Fact-Aware Language ModelingCode0
Automatic Conditional Generation of Personalized Social Media Short Texts—0
Scalable Syntax-Aware Language Models Using Knowledge Distillation—0
On the Effect of Word Order on Cross-lingual Sentiment Analysis—0
UCAM Biomedical translation at WMT19: Transfer learning multi-domain ensembles—0
Telephonetic: Making Neural Language Models Robust to ASR and Semantic Noise—0
Character n-gram Embeddings to Improve RNN Language Models—0
A Comparison of Word-based and Context-based Representations for Classification Problems in Health Informatics—0
Continual and Multi-Task Architecture SearchCode0
Putting words in context: LSTM language models and lexical ambiguityCode0
What Does BERT Look At? An Analysis of BERT's AttentionCode0
What Kind of Language Is Hard to Language-Model?—0
Federated Learning for Emoji Prediction in a Mobile Keyboard—0
Improving Neural Language Modeling via Adversarial TrainingCode0
A Survey on Neural Network Language Models—0
Analyzing the Structure of Attention in a Transformer Language Model—0
Selfie: Self-supervised Pretraining for Image EmbeddingCode0
Real or Fake? Learning to Discriminate Machine from Human Generated Text—0
Word-based Domain Adaptation for Neural Machine Translation—0
From Caesar Cipher to Unsupervised Learning: A New Method for Classifier Parameter Estimation—0
Generating Question-Answer HierarchiesCode0
Efficient, Lexicon-Free OCR using Deep Learning—0
An Imitation Learning Approach to Unsupervised ParsingCode0
Improving Neural Language Models by Segmenting, Attending, and Predicting the FutureCode0
Finding Syntactic Representations in Neural StacksCode0
The Unreasonable Effectiveness of Transformer Language Models in Grammatical Error CorrectionCode0
Better Character Language Modeling Through Morphology—0
A Semi-Supervised Approach for Low-Resourced Text GenerationCode0
Pre-training of Graph Augmented Transformers for Medication RecommendationCode0
Cross-lingual Subjectivity Detection for Resource Lean Languages—0
ColumbiaNLP at SemEval-2019 Task 8: The Answer is Language Model Fine-tuning—0
Columbia at SemEval-2019 Task 7: Multi-task Learning for Stance Classification and Rumour Verification—0
Beyond Context: A New Perspective for Word Embeddings—0
A Partially Rule-Based Approach to AMR Generation—0
CLP at SemEval-2019 Task 3: Multi-Encoder in Hierarchical Attention Networks for Contextual Emotion Detection—0
Investigating Speech Recognition for Improving Predictive AAC—0
Enabling Real-time Neural IME with Incremental Vocabulary Selection—0
Dick-Preston and Morbo at SemEval-2019 Task 4: Transfer Learning for Hyperpartisan News Detection—0
Discriminating between Mandarin Chinese and Swiss-German varieties using adaptive language models—0
How to Avoid Sentences Spelling Boring? Towards a Neural Approach to Unsupervised Metaphor Generation—0
Adversarial Generation and Encoding of Nested Texts—0
Multilingual prediction of Alzheimer's disease through domain adaptation and concept-based language modelling—0
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