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Language Modeling

2,579 papers

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Papers

Robust Backed-off Estimation of Out-of-Vocabulary Embeddings EMNLP 2020
Examining the rhetorical capacities of neural language models EMNLP 2020
How does BERT capture semantics? A closer look at polysemous words EMNLP 2020
BERTnesia: Investigating the capture and forgetting of knowledge in BERT EMNLP 2020
Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation EMNLP 2020
MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining EMNLP 2020
Advancing Seq2seq with Joint Paraphrase Learning EMNLP 2020
Probabilistic Predictions of People Perusing: Evaluating Metrics of Language Model Performance for Psycholinguistic Modeling EMNLP 2020
Modelling Lexical Ambiguity with Density Matrices EMNLP 2020
Learning to ground medical text in a 3D human atlas EMNLP 2020
“LazImpa”: Lazy and Impatient neural agents learn to communicate efficiently EMNLP 2020
Discourse structure interacts with reference but not syntax in neural language models EMNLP 2020
Analysing Word Representation from the Input and Output Embeddings in Neural Network Language Models EMNLP 2020
Are Pretrained Language Models Symbolic Reasoners over Knowledge? EMNLP 2020
Cloze Distillation: Improving Neural Language Models with Human Next-Word Prediction EMNLP 2020
Commonsense Statements Identification and Explanation with Transformer-based Encoders EMNLP 2020
BLEU Neighbors: A Reference-less Approach to Automatic Evaluation EMNLP 2020
Grammaticality and Language Modelling EMNLP 2020
Are Some Words Worth More than Others? EMNLP 2020
Foreigner-directed speech is simpler than native-directed: Evidence from social media EMNLP 2020
End-to-end NLP Pipelines in Rust EMNLP 2020
Differentially Private Language Models Benefit from Public Pre-training EMNLP 2020
Syntax-driven Iterative Expansion Language Models for Controllable Text Generation EMNLP 2020
Alibaba Submission to the WMT20 Parallel Corpus Filtering Task EMNLP 2020
Low-Resource Translation as Language Modeling EMNLP 2020