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Language Modeling

2,579 papers

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Papers

Personalized neural language models for real-world query auto completion NAACL 2018
Learning Word Embeddings for Data Sparse and Sentiment Rich Data Sets NAACL 2018
Language Model Based Grammatical Error Correction without Annotated Training Data NAACL 2018
Entropy-Based Subword Mining with an Application to Word Embeddings NAACL 2018
Exploring the Functional and Geometric Bias of Spatial Relations Using Neural Language Models NAACL 2018
Evaluating Creative Language Generation: The Case of Rap Lyric Ghostwriting NAACL 2018
The power of absolute discounting: all-dimensional distribution estimation NIPS 2017
SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neural Networks NIPS 2017
Fast-Slow Recurrent Neural Networks NIPS 2017
Language Modeling with Recurrent Highway Hypernetworks NIPS 2017
Harvesting Common-sense Navigational Knowledge for Robotics from Uncurated Text Corpora CORL 2017
Verb Physics: Relative Physical Knowledge of Actions and Objects ACL 2017
Scalable Bayesian Learning of Recurrent Neural Networks for Language Modeling ACL 2017
Topically Driven Neural Language Model ACL 2017
Affect-LM: A Neural Language Model for Customizable Affective Text Generation ACL 2017
Learning a Neural Semantic Parser from User Feedback ACL 2017
Detecting annotation noise in automatically labelled data ACL 2017
Data-Driven Broad-Coverage Grammars for Opinionated Natural Language Generation (ONLG) ACL 2017
Learning to Create and Reuse Words in Open-Vocabulary Neural Language Modeling ACL 2017
Topical Coherence in LDA-based Models through Induced Segmentation ACL 2017
From Characters to Words to in Between: Do We Capture Morphology? ACL 2017
Improved Word Representation Learning with Sememes ACL 2017
Learning Character-level Compositionality with Visual Features ACL 2017
A Generative Parser with a Discriminative Recognition Algorithm ACL 2017
Nested LSTMs ACML 2017