| Adversarially Regularising Neural NLI Models to Integrate Logical Background Knowledge | Aug 26, 2018 | BIG-bench Machine LearningLanguage 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 |
| Learning to Generate Word Representations using Subword Information | Aug 1, 2018 | ChunkingLanguage Modeling | —Unverified | 0 |
| On-Device Neural Language Model Based Word Prediction | Aug 1, 2018 | Automatic Speech Recognition (ASR)Language Modeling | CodeCode Available | 0 |
| Open Information Extraction from Conjunctive Sentences | Aug 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Sentence Weighting for Neural Machine Translation Domain Adaptation | Aug 1, 2018 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Modeling with Recurrent Neural Networks for Open Vocabulary Slots | Aug 1, 2018 | Goal-Oriented Dialogue SystemsIntent Detection | —Unverified | 0 |
| Toward Better Loanword Identification in Uyghur Using Cross-lingual Word Embeddings | Aug 1, 2018 | Cross-Lingual Word EmbeddingsLanguage Modeling | —Unverified | 0 |
| What represents ``style'' in authorship attribution? | Aug 1, 2018 | Authorship AttributionLanguage Modeling | —Unverified | 0 |
| Reproducing and Regularizing the SCRN Model | Aug 1, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| RNN Simulations of Grammaticality Judgments on Long-distance Dependencies | Aug 1, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Transfer Learning for a Letter-Ngrams to Word Decoder in the Context of Historical Handwriting Recognition with Scarce Resources | Aug 1, 2018 | DecoderHandwriting Recognition | —Unverified | 0 |
| Neural Machine Translation with Decoding History Enhanced Attention | Aug 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Deep Dive into Word Sense Disambiguation with LSTM | Aug 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Contextual String Embeddings for Sequence Labeling | Aug 1, 2018 | ChunkingLanguage Modeling | CodeCode Available | 0 |
| Kawenn\'on:nis: the Wordmaker for Kanyen'k\'eha | Aug 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Addressing the Winograd Schema Challenge as a Sequence Ranking Task | Aug 1, 2018 | Coreference ResolutionLanguage Modeling | —Unverified | 0 |
| Birzeit Arabic Dialect Identification System for the 2018 VarDial Challenge | Aug 1, 2018 | Dialect IdentificationLanguage Modeling | —Unverified | 0 |
| Iterative Language Model Adaptation for Indo-Aryan Language Identification | Aug 1, 2018 | Language IdentificationLanguage Modeling | —Unverified | 0 |
| Code-Switching Detection with Data-Augmented Acoustic and Language Models | Jul 28, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Acoustic and Textual Data Augmentation for Improved ASR of Code-Switching Speech | Jul 28, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Hierarchical Approach to Neural Context-Aware Modeling | Jul 27, 2018 | Binary ClassificationLanguage Modeling | —Unverified | 0 |
| A Comparison of Techniques for Language Model Integration in Encoder-Decoder Speech Recognition | Jul 27, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| "Bilingual Expert" Can Find Translation Errors | Jul 25, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Automatic Speech Recognition for Humanitarian Applications in Somali | Jul 23, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Acoustic-to-Word Recognition with Sequence-to-Sequence Models | Jul 23, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| What is not where: the challenge of integrating spatial representations into deep learning architectures | Jul 21, 2018 | Caption GenerationDeep Learning | —Unverified | 0 |
| Hierarchical Multi Task Learning With CTC | Jul 18, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Improving Explainable Recommendations with Synthetic Reviews | Jul 18, 2018 | Language Model EvaluationLanguage Modeling | —Unverified | 0 |
| Guess who? Multilingual approach for the automated generation of author-stylized poetry | Jul 17, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Hybrid CTC-Attention based End-to-End Speech Recognition using Subword Units | Jul 13, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Comparison of Adaptation Techniques and Recurrent Neural Network Architectures | Jul 12, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Iterative evaluation of LSTM cells | Jul 11, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Universal Transformers | Jul 10, 2018 | Inductive BiasLAMBADA | CodeCode Available | 0 |
| Revisiting the Hierarchical Multiscale LSTM | Jul 10, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Deep-speare: A Joint Neural Model of Poetic Language, Meter and Rhyme | Jul 10, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Learning The Sequential Temporal Information with Recurrent Neural Networks | Jul 8, 2018 | Image CaptioningLanguage Modeling | —Unverified | 0 |