Language Modeling

FRAGE: Frequency-Agnostic Word Representation NeurIPS 2018 From Feature to Paradigm: Deep Learning in Machine Translation (Extended Abstract) IJCAI 2018 Grammar Induction with Neural Language Models: An Unusual Replication EMNLP 2018 How to represent a word and predict it, too: Improving tied architectures for language modelling EMNLP 2018 IIT (BHU) Varanasi at MSR-SRST 2018: A Language Model Based Approach for Natural Language Generation ACL 2018 Improving Neural Language Models with Weight Norm Initialization and Regularization EMNLP 2018 Incorporating Context into Language Encoding Models for fMRI NeurIPS 2018 Investigation on LSTM Recurrent N-gram Language Models for Speech Recognition Interspeech 2018 Jack the Reader – A Machine Reading Framework ACL 2018 Juman++: A Morphological Analysis Toolkit for Scriptio Continua EMNLP 2018 Language Informed Modeling of Code-Switched Text ACL 2018 Language Model Based Grammatical Error Correction without Annotated Training Data NAACL 2018 Language Modeling for Code-Mixing: The Role of Linguistic Theory based Synthetic Data ACL 2018 Language Modeling Teaches You More than Translation Does: Lessons Learned Through Auxiliary Syntactic Task Analysis EMNLP 2018 Language Modeling with Sparse Product of Sememe Experts EMNLP 2018 Language Production Dynamics with Recurrent Neural Networks ACL 2018 Large Margin Neural Language Model EMNLP 2018 Large-scale Cloze Test Dataset Created by Teachers EMNLP 2018 Learning Neural Templates for Text Generation EMNLP 2018 Learning Semantic Textual Similarity from Conversations ACL 2018 Learning with Noise-Contrastive Estimation: Easing training by learning to scale COLING 2018 Learning Word Embeddings for Data Sparse and Sentiment Rich Data Sets NAACL 2018 Learning Word Embeddings for Low-Resource Languages by PU Learning NAACL 2018 Mixed Feelings: Natural Text Generation with Variable, Coexistent Affective Categories ACL 2018 Navigating with Graph Representations for Fast and Scalable Decoding of Neural Language Models NeurIPS 2018