| Deep RNNs Encode Soft Hierarchical Syntax | May 11, 2018 | Dependency ParsingLanguage Modeling | —Unverified | 0 |
| WISER: A Semantic Approach for Expert Finding in Academia based on Entity Linking | May 10, 2018 | Entity LinkingLanguage Modeling | —Unverified | 0 |
| Polite Dialogue Generation Without Parallel Data | May 8, 2018 | DecoderDialogue Generation | CodeCode Available | 1 |
| Improved training of end-to-end attention models for speech recognition | May 8, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Exploring Hyper-Parameter Optimization for Neural Machine Translation on GPU Architectures | May 5, 2018 | GPULanguage Modeling | —Unverified | 0 |
| Disentangling Language and Knowledge in Task-Oriented Dialogs | May 3, 2018 | DecoderDisentanglement | CodeCode Available | 0 |
| Noisin: Unbiased Regularization for Recurrent Neural Networks | May 3, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Modeling infant segmentation of two morphologically diverse languages | May 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Preparation and Usage of Xhosa Lexicographical Data for a Multilingual, Federated Environment | May 1, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Modeling Northern Haida Verb Morphology | May 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Open ASR for Icelandic: Resources and a Baseline System | May 1, 2018 | Automatic Speech Recognition (ASR)Language Modeling | —Unverified | 0 |
| TF-LM: TensorFlow-based Language Modeling Toolkit | May 1, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Rollenwechsel-English: a large-scale semantic role corpus | May 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Portable Spelling Corrector for a Less-Resourced Language: Amharic | May 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Web Service for Pre-segmenting Very Long Transcribed Speech Recordings | May 1, 2018 | ChunkingLanguage Modeling | —Unverified | 0 |
| Evaluation Phonemic Transcription of Low-Resource Tonal Languages for Language Documentation | May 1, 2018 | Acoustic ModellingLanguage Modeling | CodeCode Available | 0 |
| A Neural Network Based Model for Loanword Identification in Uyghur | May 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| FonBund: A Library for Combining Cross-lingual Phonological Segment Data | May 1, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Creating Lithuanian and Latvian Speech Corpora from Inaccurately Annotated Web Data | May 1, 2018 | Automatic Speech Recognition (ASR)Language Modeling | —Unverified | 0 |
| ASR for Documenting Acutely Under-Resourced Indigenous Languages | May 1, 2018 | Automatic Speech Recognition (ASR)Language Modeling | —Unverified | 0 |
| Creating dialect sub-corpora by clustering: a case in Japanese for an adaptive method | May 1, 2018 | ClusteringLanguage Modeling | —Unverified | 0 |
| Data-Driven Pronunciation Modeling of Swiss German Dialectal Speech for Automatic Speech Recognition | May 1, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Improving domain-specific SMT for low-resourced languages using data from different domains | May 1, 2018 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Incorporating Semantic Attention in Video Description Generation | May 1, 2018 | Image CaptioningImage Classification | —Unverified | 0 |
| DeModify: A Dataset for Analyzing Contextual Constraints on Modifier Deletion | May 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Expanding Abbreviations in a Strongly Inflected Language: Are Morphosyntactic Tags Sufficient? | May 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Diacritics Restoration Using Neural Networks | May 1, 2018 | Croatian Text DiacritizationCzech Text Diacritization | CodeCode Available | 0 |
| Collecting Code-Switched Data from Social Media | May 1, 2018 | Language IdentificationLanguage Modeling | —Unverified | 0 |
| MirasText: An Automatically Generated Text Corpus for Persian | May 1, 2018 | Keyword ExtractionLanguage Modeling | —Unverified | 0 |
| Towards an Automatic Assessment of Crowdsourced Data for NLU | May 1, 2018 | Automatic Speech Recognition (ASR)Language Modeling | —Unverified | 0 |
| Text Normalization Infrastructure that Scales to Hundreds of Language Varieties | May 1, 2018 | Language IdentificationLanguage Modeling | —Unverified | 0 |
| Revisiting the Task of Scoring Open IE Relations | May 1, 2018 | Knowledge Base CompletionLanguage Modeling | —Unverified | 0 |
| Automatic Documentation of ICD Codes with Far-Field Speech Recognition | Apr 30, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates | Apr 29, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Syllable-Based Sequence-to-Sequence Speech Recognition with the Transformer in Mandarin Chinese | Apr 28, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Personalized Language Model for Query Auto-Completion | Apr 25, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| End-to-End Multimodal Speech Recognition | Apr 25, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Automatic speech recognition for launch control center communication using recurrent neural networks with data augmentation and custom language model | Apr 24, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Object Counts! Bringing Explicit Detections Back into Image Captioning | Apr 23, 2018 | Image CaptioningLanguage Modeling | —Unverified | 0 |
| Spell Once, Summon Anywhere: A Two-Level Open-Vocabulary Language Model | Apr 23, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Lightweight Adaptive Mixture of Neural and N-gram Language Models | Apr 20, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling | Apr 20, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Semantic Text Analysis for Detection of Compromised Accounts on Social Networks | Apr 19, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Personalized neural language models for real-world query auto completion | Apr 17, 2018 | DiversityLanguage Modeling | —Unverified | 0 |
| Neural Network Language Modeling with Letter-based Features and Importance Sampling | Apr 15, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Large scale distributed neural network training through online distillation | Apr 9, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Language Modeling with Generative AdversarialNetworks | Apr 8, 2018 | Image GenerationLanguage Modeling | —Unverified | 0 |
| Colorless green recurrent networks dream hierarchically | Mar 29, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| An LP-based hyperparameter optimization model for language modeling | Mar 29, 2018 | Hyperparameter OptimizationLanguage Modeling | —Unverified | 0 |
| Network Traffic Anomaly Detection Using Recurrent Neural Networks | Mar 28, 2018 | Anomaly DetectionLanguage Modeling | CodeCode Available | 0 |