| SEQ\^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression | Jun 1, 2019 | DecoderLanguage Modeling | CodeCode Available | 0 |
| Speak up, Fight Back! Detection of Social Media Disclosures of Sexual Harassment | Jun 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Neural GRANNy at SemEval-2019 Task 2: A combined approach for better modeling of semantic relationships in semantic frame induction | Jun 1, 2019 | ClusteringLanguage Modeling | —Unverified | 0 |
| nlpUP at SemEval-2019 Task 6: A Deep Neural Language Model for Offensive Language Detection | Jun 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Adversarial Generation and Encoding of Nested Texts | Jun 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Table2Vec: Neural Word and Entity Embeddings for Table Population and Retrieval | May 31, 2019 | Entity EmbeddingsLanguage Modeling | CodeCode Available | 0 |
| A Compare-Aggregate Model with Latent Clustering for Answer Selection | May 30, 2019 | Answer SelectionClustering | —Unverified | 0 |
| A Simple but Effective Method to Incorporate Multi-turn Context with BERT for Conversational Machine Comprehension | May 30, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Lattice-based lightly-supervised acoustic model training | May 30, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LANGUAGE MODEL EMBEDDINGS IMPROVE SENTIMENT ANALYSIS IN RUSSIAN | May 29, 2019 | ArticlesLanguage Modeling | CodeCode Available | 0 |
| Regularization Advantages of Multilingual Neural Language Models for Low Resource Domains | May 29, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Study of BFLOAT16 for Deep Learning Training | May 29, 2019 | Deep Learningimage-classification | —Unverified | 0 |
| Adapting Text Embeddings for Causal Inference | May 29, 2019 | Causal IdentificationCausal Inference | CodeCode Available | 1 |
| Rethinking Full Connectivity in Recurrent Neural Networks | May 29, 2019 | Action RecognitionLanguage Modeling | —Unverified | 0 |
| Stochastic Gradient Methods with Layer-wise Adaptive Moments for Training of Deep Networks | May 27, 2019 | General Classificationimage-classification | CodeCode Available | 1 |
| Soft Contextual Data Augmentation for Neural Machine Translation | May 25, 2019 | Data AugmentationLanguage Modeling | CodeCode Available | 0 |
| Is a Single Vector Enough? Exploring Node Polysemy for Network Embedding | May 25, 2019 | General ClassificationLanguage Modeling | CodeCode Available | 0 |
| mu-Forcing: Training Variational Recurrent Autoencoders for Text Generation | May 24, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| What Syntactic Structures block Dependencies in RNN Language Models? | May 24, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Discrete Flows: Invertible Generative Models of Discrete Data | May 24, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| An Investigation of Transfer Learning-Based Sentiment Analysis in Japanese | May 23, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Quantifying Long Range Dependence in Language and User Behavior to improve RNNs | May 23, 2019 | ArticlesLanguage Modeling | —Unverified | 0 |
| Deeper Text Understanding for IR with Contextual Neural Language Modeling | May 22, 2019 | Ad-Hoc Information RetrievalLanguage Modeling | CodeCode Available | 0 |
| Enhancing Domain Word Embedding via Latent Semantic Imputation | May 21, 2019 | ImputationLanguage Modeling | CodeCode Available | 0 |
| Sample Efficient Text Summarization Using a Single Pre-Trained Transformer | May 21, 2019 | Abstractive Text SummarizationDecoder | CodeCode Available | 0 |
| Enriching Pre-trained Language Model with Entity Information for Relation Classification | May 20, 2019 | General ClassificationLanguage Modeling | CodeCode Available | 0 |
| Adaptive Attention Span in Transformers | May 19, 2019 | 8kLanguage Modeling | CodeCode Available | 1 |
| Gmail Smart Compose: Real-Time Assisted Writing | May 17, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Adaptively Truncating Backpropagation Through Time to Control Gradient Bias | May 17, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Story Ending Prediction by Transferable BERT | May 17, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Continual adaptation for efficient machine communication | May 16, 2019 | Continual LearningLanguage Modeling | —Unverified | 0 |
| IMHO Fine-Tuning Improves Claim Detection | May 16, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Effective Sentence Scoring Method using Bidirectional Language Model for Speech Recognition | May 16, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Joint Source-Target Self Attention with Locality Constraints | May 16, 2019 | DecoderLanguage Modeling | CodeCode Available | 0 |
| A Surprisingly Robust Trick for Winograd Schema Challenge | May 15, 2019 | Common Sense ReasoningCoreference Resolution | CodeCode Available | 1 |
| Online Normalization for Training Neural Networks | May 15, 2019 | General Classificationimage-classification | CodeCode Available | 0 |
| End to End Recognition System for Recognizing Offline Unconstrained Vietnamese Handwriting | May 14, 2019 | Caption GenerationDecoder | —Unverified | 0 |
| Is Word Segmentation Necessary for Deep Learning of Chinese Representations? | May 14, 2019 | Chinese Word SegmentationDeep Learning | —Unverified | 0 |
| How to Fine-Tune BERT for Text Classification? | May 14, 2019 | General ClassificationLanguage Modeling | CodeCode Available | 1 |
| Almost Unsupervised Text to Speech and Automatic Speech Recognition | May 13, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Language Modeling with Deep Transformers | May 10, 2019 | DecoderLanguage Modeling | —Unverified | 0 |
| A Hardware-Oriented and Memory-Efficient Method for CTC Decoding | May 8, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| RWTH ASR Systems for LibriSpeech: Hybrid vs Attention -- w/o Data Augmentation | May 8, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Unified Language Model Pre-training for Natural Language Understanding and Generation | May 8, 2019 | Abstractive Text SummarizationDocument Summarization | CodeCode Available | 0 |
| MASS: Masked Sequence to Sequence Pre-training for Language Generation | May 7, 2019 | Conversational Response GenerationDecoder | CodeCode Available | 2 |
| Learning higher-order sequential structure with cloned HMMs | May 1, 2019 | Community DetectionLanguage Modeling | —Unverified | 0 |
| Do Language Models Have Common Sense? | May 1, 2019 | Common Sense ReasoningLanguage Modeling | —Unverified | 0 |
| Generative Question Answering: Learning to Answer the Whole Question | May 1, 2019 | Generative Question AnsweringLanguage Modeling | —Unverified | 0 |
| Language Modeling with Graph Temporal Convolutional Networks | May 1, 2019 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 |
| Select Via Proxy: Efficient Data Selection For Training Deep Networks | May 1, 2019 | BIG-bench Machine Learningimage-classification | —Unverified | 0 |