| Sentence-Level Fluency Evaluation: References Help, But Can Be Spared! | Sep 24, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| FRAGE: Frequency-Agnostic Word Representation | Sep 18, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Comparison of Deep Learning and the Classical Machine Learning Algorithm for the Malware Detection | Sep 16, 2018 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Curriculum-Based Neighborhood Sampling For Sequence Prediction | Sep 16, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Document Informed Neural Autoregressive Topic Models with Distributional Prior | Sep 15, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Visual Speech Language Models | Sep 14, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Knowledge-Aware Conversational Semantic Parsing Over Web Tables | Sep 12, 2018 | Entity TypingLanguage Modeling | —Unverified | 0 |
| Automatic, Personalized, and Flexible Playlist Generation using Reinforcement Learning | Sep 12, 2018 | DiversityLanguage Modeling | —Unverified | 0 |
| Evaluating Semantic Rationality of a Sentence: A Sememe-Word-Matching Neural Network based on HowNet | Sep 11, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Noise Contrastive Estimation and Negative Sampling for Conditional Models: Consistency and Statistical Efficiency | Sep 6, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| RNNs as psycholinguistic subjects: Syntactic state and grammatical dependency | Sep 5, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| t-Exponential Memory Networks for Question-Answering Machines | Sep 4, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Random Language Model | Sep 4, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Chittron: An Automatic Bangla Image Captioning System | Sep 2, 2018 | Caption GenerationImage Captioning | —Unverified | 0 |
| Finding the Answers with Definition Models | Sep 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Simple Fusion: Return of the Language Model | Sep 1, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Neural DrugNet | Aug 31, 2018 | General ClassificationLanguage Modeling | —Unverified | 0 |
| Spherical Latent Spaces for Stable Variational Autoencoders | Aug 31, 2018 | DecoderLanguage Modeling | CodeCode Available | 0 |
| Indicatements that character language models learn English morpho-syntactic units and regularities | Aug 31, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Do Language Models Understand Anything? On the Ability of LSTMs to Understand Negative Polarity Items | Aug 31, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Direct Output Connection for a High-Rank Language Model | Aug 30, 2018 | Constituency ParsingHeadline Generation | CodeCode Available | 0 |
| Grammar Induction with Neural Language Models: An Unusual Replication | Aug 29, 2018 | Constituency ParsingLanguage Modeling | CodeCode Available | 0 |
| A Neural Model of Adaptation in Reading | Aug 29, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Disfluency Detection using a Noisy Channel Model and a Deep Neural Language Model | Aug 28, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Hierarchical Quantized Representations for Script Generation | Aug 28, 2018 | DecoderLanguage Modeling | CodeCode Available | 0 |
| A Quantum Many-body Wave Function Inspired Language Modeling Approach | Aug 28, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A Unified Multilingual Handwriting Recognition System using multigrams sub-lexical units | Aug 28, 2018 | Handwriting RecognitionLanguage Modeling | —Unverified | 0 |
| Rational Recurrences | Aug 28, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Pyramidal Recurrent Unit for Language Modeling | Aug 27, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Predefined Sparseness in Recurrent Sequence Models | Aug 27, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Targeted Syntactic Evaluation of Language Models | Aug 27, 2018 | CCG SupertaggingLanguage Modeling | CodeCode Available | 0 |
| Large Margin Neural Language Model | Aug 27, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Adversarially Regularising Neural NLI Models to Integrate Logical Background Knowledge | Aug 26, 2018 | BIG-bench Machine LearningLanguage Modeling | CodeCode Available | 0 |
| Word Sense Induction with Neural biLM and Symmetric Patterns | Aug 26, 2018 | ClusteringLanguage Modeling | CodeCode Available | 0 |
| Under the Hood: Using Diagnostic Classifiers to Investigate and Improve how Language Models Track Agreement Information | Aug 24, 2018 | DiagnosticLanguage Modeling | —Unverified | 0 |
| The Importance of Generation Order in Language Modeling | Aug 23, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Abstraction in Text Summarization | Aug 23, 2018 | Abstractive Text SummarizationDecoder | —Unverified | 0 |
| Neural Architecture Optimization | Aug 22, 2018 | DecoderEvolutionary Algorithms | CodeCode Available | 0 |
| Improved Chord Recognition by Combining Duration and Harmonic Language Models | Aug 16, 2018 | Chord RecognitionLanguage Modeling | —Unverified | 0 |
| Improved Language Modeling by Decoding the Past | Aug 14, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| RedSync : Reducing Synchronization Traffic for Distributed Deep Learning | Aug 13, 2018 | Deep LearningGPU | —Unverified | 0 |
| Document Informed Neural Autoregressive Topic Models | Aug 11, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Fake Sentence Detection as a Training Task for Sentence Encoding | Aug 11, 2018 | Binary ClassificationLanguage Modeling | —Unverified | 0 |
| Character-Level Language Modeling with Deeper Self-Attention | Aug 9, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Learning to Write Notes in Electronic Health Records | Aug 8, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Language Model Supervision for Handwriting Recognition Model Adaptation | Aug 4, 2018 | Handwriting RecognitionLanguage Modeling | —Unverified | 0 |
| Large Scale Language Modeling: Converging on 40GB of Text in Four Hours | Aug 3, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Learning with Noise-Contrastive Estimation: Easing training by learning to scale | Aug 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Kawenn\'on:nis: the Wordmaker for Kanyen'k\'eha | Aug 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Birzeit Arabic Dialect Identification System for the 2018 VarDial Challenge | Aug 1, 2018 | Dialect IdentificationLanguage Modeling | —Unverified | 0 |