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Language Modeling

Papers

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TitleStatusHype
Scalable Syntax-Aware Language Models Using Knowledge Distillation0
On the Effect of Word Order on Cross-lingual Sentiment Analysis0
Telephonetic: Making Neural Language Models Robust to ASR and Semantic Noise0
UCAM Biomedical translation at WMT19: Transfer learning multi-domain ensembles0
A Comparison of Word-based and Context-based Representations for Classification Problems in Health Informatics0
Character n-gram Embeddings to Improve RNN Language Models0
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 Keyboard0
Improving Neural Language Modeling via Adversarial TrainingCode0
A Survey on Neural Network Language Models0
Analyzing the Structure of Attention in a Transformer Language Model0
Real or Fake? Learning to Discriminate Machine from Human Generated Text0
Word-based Domain Adaptation for Neural Machine Translation0
Selfie: Self-supervised Pretraining for Image EmbeddingCode0
From Caesar Cipher to Unsupervised Learning: A New Method for Classifier Parameter Estimation0
Generating Question-Answer HierarchiesCode0
Efficient, Lexicon-Free OCR using Deep Learning0
An Imitation Learning Approach to Unsupervised ParsingCode0
How multilingual is Multilingual BERT?Code1
Improving Neural Language Models by Segmenting, Attending, and Predicting the FutureCode0
The Unreasonable Effectiveness of Transformer Language Models in Grammatical Error CorrectionCode0
Finding Syntactic Representations in Neural StacksCode0
Better Character Language Modeling Through Morphology0
A Semi-Supervised Approach for Low-Resourced Text GenerationCode0
Pre-training of Graph Augmented Transformers for Medication RecommendationCode0
Does It Make Sense? And Why? A Pilot Study for Sense Making and ExplanationCode1
MIDAS at SemEval-2019 Task 9: Suggestion Mining from Online Reviews using ULMFit0
Noisy Neural Language Modeling for Typing Prediction in BCI Communication0
What a neural language model tells us about spatial relationsCode0
Similar Minds Post Alike: Assessment of Suicide Risk Using a Hybrid Model0
Cross-lingual Subjectivity Detection for Resource Lean Languages0
Discriminating between Mandarin Chinese and Swiss-German varieties using adaptive language models0
Investigating Speech Recognition for Improving Predictive AAC0
Beyond Context: A New Perspective for Word Embeddings0
A Partially Rule-Based Approach to AMR Generation0
How to Avoid Sentences Spelling Boring? Towards a Neural Approach to Unsupervised Metaphor Generation0
Dick-Preston and Morbo at SemEval-2019 Task 4: Transfer Learning for Hyperpartisan News Detection0
Enabling Real-time Neural IME with Incremental Vocabulary Selection0
CLP at SemEval-2019 Task 3: Multi-Encoder in Hierarchical Attention Networks for Contextual Emotion Detection0
Columbia at SemEval-2019 Task 7: Multi-task Learning for Stance Classification and Rumour Verification0
ColumbiaNLP at SemEval-2019 Task 8: The Answer is Language Model Fine-tuning0
Multilingual prediction of Alzheimer's disease through domain adaptation and concept-based language modelling0
Show Some Love to Your n-grams: A Bit of Progress and Stronger n-gram Language Modeling Baselines0
UNBNLP at SemEval-2019 Task 5 and 6: Using Language Models to Detect Hate Speech and Offensive Language0
Rethinking Complex Neural Network Architectures for Document ClassificationCode0
Serial Recall Effects in Neural Language Modeling0
Understanding the Behaviour of Neural Abstractive Summarizers using Contrastive Examples0
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