| Video Captioning with Boundary-aware Hierarchical Language Decoding and Joint Video Prediction | Jul 8, 2018 | DecoderLanguage 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 |
| 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 |
| Learning Hierarchical Structures On-The-Fly with a Recurrent-Recursive Model for Sequences | Jul 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Hybrid Learning Scheme for Chinese Word Embedding | Jul 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Feature Optimization for Predicting Readability of Arabic L1 and L2 | 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 Informed Modeling of Code-Switched Text | 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 |
| 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 |
| CYUT-III Team Chinese Grammatical Error Diagnosis System Report in NLPTEA-2018 CGED Shared Task | Jul 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Language Production Dynamics with Recurrent Neural Networks | Jul 1, 2018 | Caption GenerationLanguage Modeling | —Unverified | 0 |
| Compositional Language Modeling for Icon-Based Augmentative and Alternative Communication | Jul 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Thank ``Goodness''! A Way to Measure Style in Student Essays | Jul 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| On Learning Better Embeddings from Chinese Clinical Records: Study on Combining In-Domain and Out-Domain Data | Jul 1, 2018 | Disease PredictionInformation Retrieval | —Unverified | 0 |
| NILC-SWORNEMO at the Surface Realization Shared Task: Exploring Syntax-Based Word Ordering using Neural Models | Jul 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| The OSU Realizer for SRST `18: Neural Sequence-to-Sequence Inflection and Incremental Locality-Based Linearization | Jul 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Phrase2VecGLM: Neural generalized language model--based semantic tagging for complex query reformulation in medical IR | Jul 1, 2018 | Document RankingInformation Retrieval | —Unverified | 0 |
| Text Completion using Context-Integrated Dependency Parsing | Jul 1, 2018 | Decision MakingDependency Parsing | —Unverified | 0 |
| Pretraining Sentiment Classifiers with Unlabeled Dialog Data | Jul 1, 2018 | ClassificationDecoder | —Unverified | 0 |
| The Influence of Context on Sentence Acceptability Judgements | Jul 1, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph | Jul 1, 2018 | Emotion RecognitionLanguage Modeling | —Unverified | 0 |
| LSTMs Can Learn Syntax-Sensitive Dependencies Well, But Modeling Structure Makes Them Better | Jul 1, 2018 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Neural Sparse Topical Coding | Jul 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Mixed Feelings: Natural Text Generation with Variable, Coexistent Affective Categories | Jul 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Subword-level Word Vector Representations for Korean | Jul 1, 2018 | Document ClassificationLanguage Modeling | CodeCode Available | 0 |
| Sampling Informative Training Data for RNN Language Models | Jul 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Word Error Rate Estimation for Speech Recognition: e-WER | Jul 1, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Translating a Language You Don't Know In the Chinese Room | Jul 1, 2018 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Connecting Language and Vision to Actions | Jul 1, 2018 | Image CaptioningLanguage Modeling | —Unverified | 0 |
| Let's do it ``again'': A First Computational Approach to Detecting Adverbial Presupposition Triggers | Jul 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| GNEG: Graph-Based Negative Sampling for word2vec | 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 |
| Learning-based Composite Metrics for Improved Caption Evaluation | Jul 1, 2018 | Image CaptioningLanguage Modeling | —Unverified | 0 |
| Document Modeling with External Attention for Sentence Extraction | Jul 1, 2018 | Answer SelectionDocument Summarization | CodeCode Available | 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 Neural Approach to Pun Generation | Jul 1, 2018 | DiversityImage Captioning | —Unverified | 0 |
| A Language Model based Evaluator for Sentence Compression | Jul 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Peerus Review: a tool for scientific experts finding | Jun 28, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Contextual Language Model Adaptation for Conversational Agents | Jun 26, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Handling Massive N-Gram Datasets Efficiently | Jun 25, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| DARTS: Differentiable Architecture Search | Jun 24, 2018 | General Classificationimage-classification | CodeCode Available | 1 |
| DPP-Net: Device-aware Progressive Search for Pareto-optimal Neural Architectures | Jun 21, 2018 | GPUimage-classification | —Unverified | 0 |
| GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking | Jun 18, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Extending Recurrent Neural Aligner for Streaming End-to-End Speech Recognition in Mandarin | Jun 17, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Evaluation of sentence embeddings in downstream and linguistic probing tasks | Jun 16, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Deep Lip Reading: a comparison of models and an online application | Jun 15, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Dynamical Isometry and a Mean Field Theory of RNNs: Gating Enables Signal Propagation in Recurrent Neural Networks | Jun 14, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| On Accurate Evaluation of GANs for Language Generation | Jun 13, 2018 | DiversityLanguage Modeling | —Unverified | 0 |