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Language Modeling

2,579 papers

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Papers

Speeding up Context-based Sentence Representation Learning with Non-autoregressive Convolutional Decoding ACL 2018
Connecting Supervised and Unsupervised Sentence Embeddings ACL 2018
Learning Semantic Textual Similarity from Conversations ACL 2018
RNN Simulations of Grammaticality Judgments on Long-distance Dependencies COLING 2018
Self-Normalization Properties of Language Modeling COLING 2018
Reproducing and Regularizing the SCRN Model COLING 2018
Learning with Noise-Contrastive Estimation: Easing training by learning to scale COLING 2018
Revisiting the Hierarchical Multiscale LSTM COLING 2018
Rethinking the Agreement in Human Evaluation Tasks COLING 2018
On-Device Neural Language Model Based Word Prediction COLING 2018
Sentence-Level Fluency Evaluation: References Help, But Can Be Spared! CONLL 2018
On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling EMNLP 2018
Decipherment of Substitution Ciphers with Neural Language Models EMNLP 2018
Large Margin Neural Language Model EMNLP 2018
Targeted Syntactic Evaluation of Language Models EMNLP 2018
Rational Recurrences EMNLP 2018
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling EMNLP 2018
Disambiguated skip-gram model EMNLP 2018
Dissecting Contextual Word Embeddings: Architecture and Representation EMNLP 2018
Large-scale Cloze Test Dataset Created by Teachers EMNLP 2018
A Challenge Set and Methods for Noun-Verb Ambiguity EMNLP 2018
Session-level Language Modeling for Conversational Speech EMNLP 2018
Estimating Marginal Probabilities of n-grams for Recurrent Neural Language Models EMNLP 2018
How to represent a word and predict it, too: Improving tied architectures for language modelling EMNLP 2018
The Importance of Generation Order in Language Modeling EMNLP 2018