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Language Modeling

Papers

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TitleStatusHype
Sentence-Level Fluency Evaluation: References Help, But Can Be Spared!0
FRAGE: Frequency-Agnostic Word RepresentationCode0
Comparison of Deep Learning and the Classical Machine Learning Algorithm for the Malware Detection0
Curriculum-Based Neighborhood Sampling For Sequence Prediction0
Document Informed Neural Autoregressive Topic Models with Distributional PriorCode0
Visual Speech Language Models0
Knowledge-Aware Conversational Semantic Parsing Over Web Tables0
Automatic, Personalized, and Flexible Playlist Generation using Reinforcement Learning0
Evaluating Semantic Rationality of a Sentence: A Sememe-Word-Matching Neural Network based on HowNet0
Noise Contrastive Estimation and Negative Sampling for Conditional Models: Consistency and Statistical Efficiency0
RNNs as psycholinguistic subjects: Syntactic state and grammatical dependencyCode0
t-Exponential Memory Networks for Question-Answering Machines0
Random Language Model0
Chittron: An Automatic Bangla Image Captioning System0
Finding the Answers with Definition Models0
Simple Fusion: Return of the Language ModelCode0
Neural DrugNet0
Spherical Latent Spaces for Stable Variational AutoencodersCode0
Indicatements that character language models learn English morpho-syntactic units and regularities0
Do Language Models Understand Anything? On the Ability of LSTMs to Understand Negative Polarity Items0
Direct Output Connection for a High-Rank Language ModelCode0
Grammar Induction with Neural Language Models: An Unusual ReplicationCode0
A Neural Model of Adaptation in ReadingCode0
Disfluency Detection using a Noisy Channel Model and a Deep Neural Language Model0
Hierarchical Quantized Representations for Script GenerationCode0
A Quantum Many-body Wave Function Inspired Language Modeling ApproachCode0
A Unified Multilingual Handwriting Recognition System using multigrams sub-lexical units0
Rational RecurrencesCode0
Pyramidal Recurrent Unit for Language ModelingCode0
Predefined Sparseness in Recurrent Sequence ModelsCode0
Targeted Syntactic Evaluation of Language ModelsCode0
Large Margin Neural Language Model0
Adversarially Regularising Neural NLI Models to Integrate Logical Background KnowledgeCode0
Word Sense Induction with Neural biLM and Symmetric PatternsCode0
Under the Hood: Using Diagnostic Classifiers to Investigate and Improve how Language Models Track Agreement Information0
The Importance of Generation Order in Language Modeling0
Improving Abstraction in Text Summarization0
Neural Architecture OptimizationCode0
Improved Chord Recognition by Combining Duration and Harmonic Language Models0
Improved Language Modeling by Decoding the Past0
RedSync : Reducing Synchronization Traffic for Distributed Deep Learning0
Document Informed Neural Autoregressive Topic ModelsCode0
Fake Sentence Detection as a Training Task for Sentence Encoding0
Character-Level Language Modeling with Deeper Self-AttentionCode0
Learning to Write Notes in Electronic Health Records0
Language Model Supervision for Handwriting Recognition Model Adaptation0
Large Scale Language Modeling: Converging on 40GB of Text in Four HoursCode0
Learning with Noise-Contrastive Estimation: Easing training by learning to scale0
Kawenn\'on:nis: the Wordmaker for Kanyen'k\'eha0
Birzeit Arabic Dialect Identification System for the 2018 VarDial Challenge0
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