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Language Modeling

1624 directly classified papers

Papers per year

Papers

Microsoft Icecaps: An Open-Source Toolkit for Conversation Modeling ACL 2019
Reducing Gender Bias in Word-Level Language Models with a Gender-Equalizing Loss Function ACL 2019
Barack’s Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling ACL 2019
Interpolated Spectral NGram Language Models ACL 2019
Like a Baby: Visually Situated Neural Language Acquisition ACL 2019
What Kind of Language Is Hard to Language-Model? ACL 2019
Predicting Concrete and Abstract Entities in Modern Poetry AAAI 2019
Serial Recall Effects in Neural Language Modeling NAACL 2019
Scalable Syntax-Aware Language Models Using Knowledge Distillation ACL 2019
Transformer-XL: Attentive Language Models beyond a Fixed-Length Context ACL 2019
Training Hybrid Language Models by Marginalizing over Segmentations ACL 2019
Context-specific Language Modeling for Human Trafficking Detection from Online Advertisements ACL 2019
Improving Conversation-Context Language Models with Multiple Spoken Language Understanding Models INTERSPEECH 2019
Language Modeling with Deep Transformers INTERSPEECH 2019
Generating Natural Anagrams: Towards Language Generation Under Hard Combinatorial Constraints IJCNLP 2019
Deep Residual Output Layers for Neural Language Generation ICML 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding NIPS 2019
Stochastic Tokenization with a Language Model for Neural Text Classification ACL 2019
A Tensorized Transformer for Language Modeling NIPS 2019
Mixtape: Breaking the Softmax Bottleneck Efficiently NIPS 2019
Can Unconditional Language Models Recover Arbitrary Sentences? NIPS 2019
Compositional De-Attention Networks NIPS 2019
Deep Equilibrium Models NIPS 2019
Jointly Learning Semantic Parser and Natural Language Generator via Dual Information Maximization ACL 2019
Improving Neural Language Modeling via Adversarial Training ICML 2019