| A Deep Dive into Word Sense Disambiguation with LSTM | 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 |
| Iterative Language Model Adaptation for Indo-Aryan Language Identification | Aug 1, 2018 | Language IdentificationLanguage Modeling | —Unverified | 0 |
| Contextual String Embeddings for Sequence Labeling | Aug 1, 2018 | ChunkingLanguage Modeling | CodeCode Available | 0 |
| Learning to Generate Word Representations using Subword Information | Aug 1, 2018 | ChunkingLanguage Modeling | —Unverified | 0 |
| What represents ``style'' in authorship attribution? | Aug 1, 2018 | Authorship AttributionLanguage Modeling | —Unverified | 0 |
| On-Device Neural Language Model Based Word Prediction | Aug 1, 2018 | Automatic Speech Recognition (ASR)Language Modeling | CodeCode Available | 0 |
| Toward Better Loanword Identification in Uyghur Using Cross-lingual Word Embeddings | Aug 1, 2018 | Cross-Lingual Word EmbeddingsLanguage Modeling | —Unverified | 0 |
| RNN Simulations of Grammaticality Judgments on Long-distance Dependencies | Aug 1, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Reproducing and Regularizing the SCRN Model | Aug 1, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Modeling with Recurrent Neural Networks for Open Vocabulary Slots | Aug 1, 2018 | Goal-Oriented Dialogue SystemsIntent Detection | —Unverified | 0 |
| Sentence Weighting for Neural Machine Translation Domain Adaptation | Aug 1, 2018 | Domain AdaptationLanguage Modeling | —Unverified | 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 |
| Open Information Extraction from Conjunctive Sentences | Aug 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Neural Machine Translation with Decoding History Enhanced Attention | Aug 1, 2018 | Language ModelingLanguage Modelling | —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 |
| Code-Switching Detection with Data-Augmented Acoustic and Language Models | Jul 28, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —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 |
| A Hierarchical Approach to Neural Context-Aware Modeling | Jul 27, 2018 | Binary ClassificationLanguage Modeling | —Unverified | 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 |
| Improving Explainable Recommendations with Synthetic Reviews | Jul 18, 2018 | Language Model EvaluationLanguage Modeling | —Unverified | 0 |
| Hierarchical Multi Task Learning With CTC | Jul 18, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —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 |
| Deep-speare: A Joint Neural Model of Poetic Language, Meter and Rhyme | Jul 10, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Universal Transformers | Jul 10, 2018 | Inductive BiasLAMBADA | CodeCode Available | 0 |
| Revisiting the Hierarchical Multiscale LSTM | Jul 10, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Video Captioning with Boundary-aware Hierarchical Language Decoding and Joint Video Prediction | Jul 8, 2018 | DecoderLanguage Modeling | —Unverified | 0 |
| Learning The Sequential Temporal Information with Recurrent Neural Networks | Jul 8, 2018 | Image CaptioningLanguage Modeling | —Unverified | 0 |
| Improved training of neural trans-dimensional random field language models with dynamic noise-contrastive estimation | Jul 3, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Let's do it ``again'': A First Computational Approach to Detecting Adverbial Presupposition Triggers | Jul 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Hybrid Learning Scheme for Chinese Word Embedding | Jul 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Beam Search by Removing Monotonic Constraint for Neural Machine Translation | Jul 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Baseline: A Library for Rapid Modeling, Experimentation and Development of Deep Learning Algorithms targeting NLP | Jul 1, 2018 | Deep LearningLanguage Modeling | CodeCode Available | 0 |
| Enhancement of Encoder and Attention Using Target Monolingual Corpora in Neural Machine Translation | Jul 1, 2018 | DecoderDiversity | —Unverified | 0 |
| A Unified Neural Architecture for Joint Dialog Act Segmentation and Recognition in Spoken Dialog System | Jul 1, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Neural Approach to Pun Generation | Jul 1, 2018 | DiversityImage Captioning | —Unverified | 0 |
| Document Modeling with External Attention for Sentence Extraction | Jul 1, 2018 | Answer SelectionDocument Summarization | CodeCode Available | 0 |
| Feature Optimization for Predicting Readability of Arabic L1 and L2 | Jul 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Joint Part-of-Speech and Language ID Tagging for Code-Switched Data | Jul 1, 2018 | Automatic Speech Recognition (ASR)Language Modeling | —Unverified | 0 |
| Language Informed Modeling of Code-Switched Text | Jul 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Investigating Effective Parameters for Fine-tuning of Word Embeddings Using Only a Small Corpus | Jul 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Language Modeling for Code-Mixing: The Role of Linguistic Theory based Synthetic Data | Jul 1, 2018 | Automatic Speech Recognition (ASR)Language Identification | —Unverified | 0 |
| A Language Model based Evaluator for Sentence Compression | Jul 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning Hierarchical Structures On-The-Fly with a Recurrent-Recursive Model for Sequences | Jul 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |