| Do Language Models Have Common Sense? | May 1, 2019 | Common Sense ReasoningLanguage Modeling | —Unverified | 0 |
| Looking for ELMo's friends: Sentence-Level Pretraining Beyond Language Modeling | May 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning higher-order sequential structure with cloned HMMs | May 1, 2019 | Community DetectionLanguage Modeling | —Unverified | 0 |
| Incorporating Symbolic Sequential Modeling for Speech Enhancement | Apr 30, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Enabling Robots to Understand Incomplete Natural Language Instructions Using Commonsense Reasoning | Apr 29, 2019 | Common Sense ReasoningLanguage Modeling | —Unverified | 0 |
| Routing Networks and the Challenges of Modular and Compositional Computation | Apr 29, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Several Experiments on Investigating Pretraining and Knowledge-Enhanced Models for Natural Language Inference | Apr 27, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Probing What Different NLP Tasks Teach Machines about Function Word Comprehension | Apr 25, 2019 | CCG SupertaggingLanguage Modeling | —Unverified | 0 |
| Detecting Machine-Translated Paragraphs by Matching Similar Words | Apr 24, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| TextKD-GAN: Text Generation using KnowledgeDistillation and Generative Adversarial Networks | Apr 23, 2019 | Image GenerationKnowledge Distillation | CodeCode Available | 0 |
| Adversarial Dropout for Recurrent Neural Networks | Apr 22, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Few-Shot NLG with Pre-Trained Language Model | Apr 21, 2019 | Few-Shot LearningLanguage Modeling | CodeCode Available | 0 |
| Language Models with Transformers | Apr 20, 2019 | Computational EfficiencyLanguage Modeling | CodeCode Available | 0 |
| Suggestion Mining from Online Reviews using ULMFiT | Apr 19, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Language Modeling through Long Term Memory Network | Apr 18, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Dynamic Evaluation of Transformer Language Models | Apr 17, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Guiding CTC Posterior Spike Timings for Improved Posterior Fusion and Knowledge Distillation | Apr 17, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Pun Generation with Surprise | Apr 15, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Rare Words: A Major Problem for Contextualized Embeddings And How to Fix it by Attentive Mimicking | Apr 14, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Legal Area Classification: A Comparative Study of Text Classifiers on Singapore Supreme Court Judgments | Apr 13, 2019 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| IIT (BHU) Varanasi at MSR-SRST 2018: A Language Model Based Approach for Natural Language Generation | Apr 12, 2019 | DecoderLanguage Modeling | CodeCode Available | 0 |
| Knowledge-Augmented Language Model and its Application to Unsupervised Named-Entity Recognition | Apr 9, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A Graph-based Model for Joint Chinese Word Segmentation and Dependency Parsing | Apr 9, 2019 | Chinese Word SegmentationDependency Parsing | CodeCode Available | 0 |
| Exploring Methods for the Automatic Detection of Errors in Manual Transcription | Apr 8, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Knowledge Distillation For Recurrent Neural Network Language Modeling With Trust Regularization | Apr 8, 2019 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| WeNet: Weighted Networks for Recurrent Network Architecture Search | Apr 8, 2019 | General Classificationimage-classification | —Unverified | 0 |
| Unsupervised Recurrent Neural Network Grammars | Apr 7, 2019 | Constituency Grammar InductionLanguage Modeling | CodeCode Available | 0 |
| SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression | Apr 7, 2019 | DecoderLanguage Modeling | CodeCode Available | 0 |
| Alternative Weighting Schemes for ELMo Embeddings | Apr 5, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Identifying and Reducing Gender Bias in Word-Level Language Models | Apr 5, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Jasper: An End-to-End Convolutional Neural Acoustic Model | Apr 5, 2019 | DecoderLanguage Modeling | CodeCode Available | 0 |
| Riemannian Normalizing Flow on Variational Wasserstein Autoencoder for Text Modeling | Apr 4, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling | Apr 4, 2019 | Domain AdaptationLanguage Modeling | CodeCode Available | 0 |
| Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions | Apr 4, 2019 | DecoderLanguage Modeling | —Unverified | 0 |
| VideoBERT: A Joint Model for Video and Language Representation Learning | Apr 3, 2019 | Action ClassificationGeneral Classification | CodeCode Available | 0 |
| Understanding language-elicited EEG data by predicting it from a fine-tuned language model | Apr 2, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| A string-to-graph constructive alignment algorithm for discrete and probabilistic language modeling | Apr 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Conversation Model Fine-Tuning for Classifying Client Utterances in Counseling Dialogues | Mar 31, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SART - Similarity, Analogies, and Relatedness for Tatar Language: New Benchmark Datasets for Word Embeddings Evaluation | Mar 31, 2019 | Embeddings EvaluationLanguage Modeling | CodeCode Available | 0 |
| Multilevel Text Normalization with Sequence-to-Sequence Networks and Multisource Learning | Mar 27, 2019 | DecoderLanguage Modeling | —Unverified | 0 |
| Automatic Spelling Correction with Transformer for CTC-based End-to-End Speech Recognition | Mar 27, 2019 | DecoderLanguage Modeling | —Unverified | 0 |
| Language Model Adaptation for Language and Dialect Identification of Text | Mar 26, 2019 | Dialect IdentificationLanguage Identification | —Unverified | 0 |
| Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing | Mar 25, 2019 | DecoderLanguage Modeling | CodeCode Available | 0 |
| Knowledge-driven Encode, Retrieve, Paraphrase for Medical Image Report Generation | Mar 25, 2019 | Graph LearningKnowledge Graphs | —Unverified | 0 |
| Neural Grammatical Error Correction with Finite State Transducers | Mar 25, 2019 | Grammatical Error CorrectionLanguage Modeling | —Unverified | 0 |
| Data Augmentation for Rumor Detection Using Context-Sensitive Neural Language Model With Large-Scale Credibility Corpus | Mar 24, 2019 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| Pre-trained Language Model Representations for Language Generation | Mar 22, 2019 | Abstractive Text SummarizationLanguage Modeling | —Unverified | 0 |
| Linguistic Knowledge and Transferability of Contextual Representations | Mar 21, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning Entity Representations for Few-Shot Reconstruction of Wikipedia Categories | Mar 20, 2019 | Entity TypingLanguage Modeling | —Unverified | 0 |
| Evaluating Sequence-to-Sequence Models for Handwritten Text Recognition | Mar 18, 2019 | DecoderHandwritten Text Recognition | CodeCode Available | 0 |