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Language Modeling

1624 directly classified papers

Papers per year

Papers

Cloze Distillation: Improving Neural Language Models with Human Next-Word Prediction EMNLP 2020
Alibaba Submission to the WMT20 Parallel Corpus Filtering Task EMNLP 2020
Revisiting Representation Degeneration Problem in Language Modeling EMNLP 2020
Examination and Extension of Strategies for Improving Personalized Language Modeling via Interpolation ACL 2020
DLGNet: A Transformer-based Model for Dialogue Response Generation ACL 2020
Compositionality and Capacity in Emergent Languages ACL 2020
Time-Aware Transformer-based Network for Clinical Notes Series Prediction MLHC 2020
Low-Resource Translation as Language Modeling EMNLP 2020
Approximating Stacked and Bidirectional Recurrent Architectures with the Delayed Recurrent Neural Network ICML 2020
Open Domain Event Text Generation AAAI 2020
Span-Based Neural Buffer: Towards Efficient and Effective Utilization of Long-Distance Context for Neural Sequence Models AAAI 2020
Language Models as an Alternative Evaluator of Word Order Hypotheses: A Case Study in Japanese ACL 2020
Supervised Seeded Iterated Learning for Interactive Language Learning EMNLP 2020
Explainable and Discourse Topic-aware Neural Language Understanding ICML 2020
Learning to Encode Position for Transformer with Continuous Dynamical Model ICML 2020
Contextual BERT: Conditioning the Language Model Using a Global State COLING 2020
Amobee at SemEval-2020 Task 7: Regularization of Language Model Based Classifiers COLING 2020
Speech Disfluencies occur at Higher Perplexities COLING 2020
Neural Language Modeling for Named Entity Recognition COLING 2020
TeamJUST at SemEval-2020 Task 4: Commonsense Validation and Explanation Using Ensembling Techniques SEMEVAL 2020
Team Solomon at SemEval-2020 Task 4: Be Reasonable: Exploiting Large-scale Language Models for Commonsense Reasoning SEMEVAL 2020
Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach ACL 2020
Mxgra at SemEval-2020 Task 4: Common Sense Making with Next Token Prediction SEMEVAL 2020
Scale down Transformer by Grouping Features for a Lightweight Character-level Language Model COLING 2020
Exploring the Value of Personalized Word Embeddings COLING 2020