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Language Modeling

1624 directly classified papers

Papers per year

Papers

Transformer Dissection: An Unified Understanding for Transformer’s Attention via the Lens of Kernel EMNLP 2019
MulCode: A Multiplicative Multi-way Model for Compressing Neural Language Model IJCNLP 2019
Experimenting with Power Divergences for Language Modeling IJCNLP 2019
Spelling-Aware Construction of Macaronic Texts for Teaching Foreign-Language Vocabulary IJCNLP 2019
UNBNLP at SemEval-2019 Task 5 and 6: Using Language Models to Detect Hate Speech and Offensive Language SEMEVAL 2019
Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative Training IJCNLP 2019
Pushing the Limits of Low-Resource Morphological Inflection EMNLP 2019
Chameleon: A Language Model Adaptation Toolkit for Automatic Speech Recognition of Conversational Speech IJCNLP 2019
Tree Transformer: Integrating Tree Structures into Self-Attention EMNLP 2019
ArbDialectID at MADAR Shared Task 1: Language Modelling and Ensemble Learning for Fine Grained Arabic Dialect Identification ACL 2019
Better Character Language Modeling through Morphology ACL 2019
Multi-task Learning for Natural Language Generation in Task-Oriented Dialogue EMNLP 2019
Multi-task Learning for Natural Language Generation in Task-Oriented Dialogue IJCNLP 2019
Simple and Effective Noisy Channel Modeling for Neural Machine Translation EMNLP 2019
Token-level and sequence-level loss smoothing for RNN language models ACL 2018
Investigation on LSTM Recurrent N-gram Language Models for Speech Recognition INTERSPEECH 2018
Rethinking the Agreement in Human Evaluation Tasks COLING 2018
Structured Word Embedding for Low Memory Neural Network Language Model INTERSPEECH 2018
Sharp Nearby, Fuzzy Far Away: How Neural Language Models Use Context ACL 2018
Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning ACL 2018
Building Language Models for Text with Named Entities ACL 2018
What to Expect from Expected Kneser-Ney Smoothing INTERSPEECH 2018
Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers ACL 2018
Conditional Generators of Words Definitions ACL 2018
Sampling Informative Training Data for RNN Language Models ACL 2018