| Decipherment of Substitution Ciphers with Neural Language Models | Oct 1, 2018 | DeciphermentLanguage Modeling | —Unverified | 0 |
| Dual Fixed-Size Ordinally Forgetting Encoding (FOFE) for Competitive Neural Language Models | Oct 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improved Dependency Parsing using Implicit Word Connections Learned from Unlabeled Data | Oct 1, 2018 | Dependency ParsingFeature Engineering | —Unverified | 0 |
| Diversity-Promoting GAN: A Cross-Entropy Based Generative Adversarial Network for Diversified Text Generation | Oct 1, 2018 | Dialogue GenerationDiversity | CodeCode Available | 0 |
| A Self-Attentive Model with Gate Mechanism for Spoken Language Understanding | Oct 1, 2018 | Automatic Speech Recognition (ASR)Intent Detection | —Unverified | 0 |
| A Hybrid Approach to Automatic Corpus Generation for Chinese Spelling Check | Oct 1, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Adaptive Input Representations for Neural Language Modeling | Sep 28, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Learning Recurrent Binary/Ternary Weights | Sep 28, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Countering Language Drift via Grounding | Sep 27, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Adaptive Mixture of Low-Rank Factorizations for Compact Neural Modeling | Sep 27, 2018 | image-classificationImage Classification | —Unverified | 0 |
| A bird's eye view on coherence, and a worm's eye view on cohesion | Sep 27, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unsupervised Word Discovery with Segmental Neural Language Models | Sep 27, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Building a Lemmatizer and a Spell-checker for Sorani Kurdish | Sep 27, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Controllable Neural Story Plot Generation via Reward Shaping | Sep 27, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Language Modeling Teaches You More Syntax than Translation Does: Lessons Learned Through Auxiliary Task Analysis | Sep 26, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Hindi-English Code-Switching Speech Corpus | Sep 24, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| 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 |
| Unsupervised Statistical Machine Translation | Sep 4, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| 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 |
| 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 |
| Spherical Latent Spaces for Stable Variational Autoencoders | Aug 31, 2018 | DecoderLanguage Modeling | CodeCode Available | 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 |
| 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 |
| 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 |
| Rational Recurrences | Aug 28, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Targeted Syntactic Evaluation of Language Models | Aug 27, 2018 | CCG SupertaggingLanguage Modeling | CodeCode Available | 0 |
| Pyramidal Recurrent Unit for Language Modeling | Aug 27, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Large Margin Neural Language Model | Aug 27, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Predefined Sparseness in Recurrent Sequence Models | Aug 27, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Word Sense Induction with Neural biLM and Symmetric Patterns | Aug 26, 2018 | ClusteringLanguage Modeling | CodeCode Available | 0 |