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Language Modeling

1624 directly classified papers

Papers per year

Papers

Area Attention ICML 2019
PaLM: A Hybrid Parser and Language Model IJCNLP 2019
Multi-Task Learning with Language Modeling for Question Generation IJCNLP 2019
Towards Zero-shot Language Modeling IJCNLP 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling NAACL 2019
Parallelizable Stack Long Short-Term Memory NAACL 2019
Distributionally Robust Language Modeling IJCNLP 2019
Language Modelling Makes Sense: Propagating Representations through WordNet for Full-Coverage Word Sense Disambiguation ACL 2019
Improving Neural Language Models by Segmenting, Attending, and Predicting the Future ACL 2019
Large-Scale Transfer Learning for Natural Language Generation ACL 2019
Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings IJCNLP 2019
Tree Transformer: Integrating Tree Structures into Self-Attention IJCNLP 2019
Adaptive Attention Span in Transformers ACL 2019
Improved Differentiable Architecture Search for Language Modeling and Named Entity Recognition EMNLP 2019
Bootstrapping a Text Normalization System for an Inflected Language. Numbers as a Test Case INTERSPEECH 2019
Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences CONLL 2019
KnowSemLM: A Knowledge Infused Semantic Language Model CONLL 2019
TILM: Neural Language Models with Evolving Topical Influence CONLL 2019
Global Autoregressive Models for Data-Efficient Sequence Learning CONLL 2019
A Simple and Effective Method for Injecting Word-Level Information into Character-Aware Neural Language Models CONLL 2019
Character n-Gram Embeddings to Improve RNN Language Models AAAI 2019
Improved Differentiable Architecture Search for Language Modeling and Named Entity Recognition IJCNLP 2019
Assessing Back-Translation as a Corpus Generation Strategy for non-English Tasks: A Study in Reading Comprehension and Word Sense Disambiguation ACL 2019
Noisy Channel for Low Resource Grammatical Error Correction ACL 2019
MulCode: A Multiplicative Multi-way Model for Compressing Neural Language Model EMNLP 2019