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2018 IndraAWordEmbeddingandSemanticR +
Indra: {A} Word Embedding and Semantic Relatedness Server  +
2018 KnowWhatYouDontKnowUnanswerable +
Know What You Don't Know: Unanswerable Questions for SQuAD  +
2018 LanguageModelBasedGrammaticalEr +
Language Model Based Grammatical Error Correction Without Annotated Training Data  +
2018 LearningTransferableArchitectur +
Learning Transferable Architectures for Scalable Image Recognition  +
2018 LongTextGenerationviaAdversaria +
Long Text Generation via Adversarial Training with Leaked Information  +
2018 MLCapsuleGuardedOfflineDeployme +
MLCapsule: Guarded Offline Deployment of Machine Learning As a Service  +
2018 MaskGANBetterTextGenerationviaF +
MaskGAN: Better Text Generation via Filling in the \_  +
2018 MeasureWhatMattersHowGoogleBono +
Measure What Matters: How Google, Bono, and the Gates Foundation Rock the World with OKRs  +
2018 MemoryArchitecturesinRecurrentN +
Memory Architectures in Recurrent Neural Network Language Models  +
2018 MultiHopInferenceforSentenceLev +
Multi-hop Inference for Sentence-level TextGraphs: How Challenging is Meaningfully Combining Information for Science Question Answering?  +
2018 MultiScaleResidualNetworkforIma +
Multi-scale Residual Network for Image Super-Resolution  +
2018 MultiTurnQAARNNContextualApproa +
Multi-turn QA: A RNN Contextual Approach to Intent Classification for Goal-oriented Systems  +
2018 MultiTurnQAARNNContextualApproa +
Multi-turn QA: A RNN Contextual Approach to Intent Classification for Goal-oriented Systems  +
2018 NetworkEmbeddingAsMatrixFactori +
Network Embedding As Matrix Factorization: Unifying DeepWalk, LINE, PTE, and Node2vec  +
2018 NeuralFactorGraphModelsforCross +
Neural Factor Graph Models for Cross-lingual Morphological Tagging  +
2018 NeuralNaturalLanguageInferenceM +
Neural Natural Language Inference Models Enhanced with External Knowledge  +
2018 NeuralTextGenerationinStoriesUs +
Neural Text Generation in Stories Using Entity Representations As Context  +
2018 OfflineABTestingforRecommenderS +
Offline A/B Testing for Recommender Systems  +
2018 OnthePracticalComputationalPowe +
On the Practical Computational Power of Finite Precision RNNs for Language Recognition  +
2018 PredictionMachinesTheSimpleEcon +
Prediction Machines: The Simple Economics of Artificial Intelligence  +
2018 ProvidingASimpleQuestionAnsweri +
Providing A Simple Question Answering System By Mapping Questions to Questions  +
2018 PyTextASeamlessPathfromNLPResea +
PyText: A Seamless Path from NLP Research to Production  +
2018 QueryBasedMachineLearningModelf +
Query-Based Machine Learning Model for Data Analysis of Infrasonic Signals in Wireless Sensor Networks  +
2018 RLlibAbstractionsforDistributed +
RLlib: Abstractions for Distributed Reinforcement Learning  +
2018 RayADistributedFrameworkforEmer +
Ray: A Distributed Framework for Emerging AI Applications  +
2018 RealTimePersonalizationUsingEmb +
Real-time Personalization Using Embeddings for Search Ranking at Airbnb  +
2018 RecurrentNeuralNetworkAttention +
Recurrent Neural Network Attention Mechanisms for Interpretable System Log Anomaly Detection  +
2018 ReproducibilityVsReplicabilityA +
Reproducibility Vs. Replicability: A Brief History of a Confused Terminology  +
2018 RequirementsforaFlexibleandGene +
Requirements for a Flexible and Generic Api Enabling Mobile Crowdsensing Mhealth Applications  +
2018 RethinkingMachineLearningDevelo +
Rethinking Machine Learning Development and Deployment for Edge Devices  +
2018 RuleInductionforGlobalExplanati +
Rule Induction for Global Explanation of Trained Models  +
2018 RyoanADistributedSandboxforUntr +
Ryoan: A Distributed Sandbox for Untrusted Computation on Secret Data  +
2018 SAMGCNNAGatedConvolutionalNeura +
SAM-GCNN: A Gated Convolutional Neural Network with Segment-Level Attention Mechanism for Home Activity Monitoring  +
2018 SelfAttentionwithRelativePositi +
Self-Attention with Relative Position Representations  +
2018 SemEHRAGeneralPurposeSemanticSe +
SemEHR: A General-purpose Semantic Search System to Surface Semantic Data from Clinical Notes for Tailored Care, Trial Recruitment, and Clinical Research  +
2018 Semeval2018Task7SemanticRelatio +
Semeval-2018 Task 7: Semantic Relation Extraction and Classification in Scientific Papers  +
2018 SemisupervisedNegativeCorrelati +
Semisupervised Negative Correlation Learning  +
2018 SentEvalAnEvaluationToolkitforU +
{S}ent{E}val: An Evaluation Toolkit for Universal Sentence Representations  +
2018 SentencePieceASimpleandLanguage +
SentencePiece: A Simple and Language Independent Subword Tokenizer and Detokenizer for Neural Text Processing  +
2018 SequenceAwareRecommenderSystems +
Sequence-Aware Recommender Systems  +
2018 SimultaneouslySelfAttendingtoAl +
Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation Extraction  +
2018 SpectralNormalizationforGenerat +
Spectral Normalization for Generative Adversarial Networks  +
2018 SpeedReadingLearningtoReadForBa +
Speed Reading: Learning to Read {F}or{B}ackward via Shuttle  +
2018 StatisticalandMachineLearningFo +
Statistical and Machine Learning Forecasting Methods: Concerns and Ways Forward  +
2018 SubsampledStochasticVarianceRed +
Subsampled Stochastic Variance-Reduced Gradient Langevin Dynamics  +
2018 SubwordRegularizationImprovingN +
Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates  +
2018 SyntacticallyAwareNeuralArchite +
Syntactically Aware Neural Architectures for Definition Extraction  +
2018 SyntheticandNaturalNoiseBothBre +
Synthetic and Natural Noise Both Break Neural Machine Translation  +
2018 TEMTreeEnhancedEmbeddingModelfo +
Tem: Tree-enhanced Embedding Model for Explainable Recommendation  +
2018 TexarAModularizedVersatileandEx +
Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation  +
2018 TexygenABenchmarkingPlatformfor +
Texygen: A Benchmarking Platform for Text Generation Models  +
2018 TheAlexaMeaningRepresentationLa +
The Alexa Meaning Representation Language  +
2018 TheBookofWhyTheNewScienceofCaus +
The Book of Why: The New Science of Cause and Effect  +
2018 TheEffectivenessofaTwoLayerNeur +
The Effectiveness of a Two-layer Neural Network for Recommendations  +
2018 TheNarrativeQAReadingComprehens +
The NarrativeQA Reading Comprehension Challenge  +
2018 TheWaronNormalPeopleTheTruthAbo +
The War on Normal People: The Truth About America's Disappearing Jobs and Why Universal Basic Income is Our Future  +
2018 TheseTruthsAHistoryoftheUnitedS +
These Truths: A History of the United States  +
2018 TowardsDeepLearningModelsResist +
Towards Deep Learning Models Resistant to Adversarial Attacks  +
2018 UniversalLanguageModelFineTunin +
Universal Language Model Fine-tuning for Text Classification  +
2018 VarianceReducedStochasticGradie +
Variance-Reduced Stochastic Gradient Descent on Streaming Data  +
2018 VariationalAutoencodersforColla +
Variational Autoencoders for Collaborative Filtering  +
2018 WhenandWhyArePreTrainedWordEmbe +
When and Why Are Pre-Trained Word Embeddings Useful for Neural Machine Translation?  +
2018 WinnersTakeallTheEliteCharadeof +
Winners Take all: The Elite Charade of Changing the World  +
2018 WordErrorRateEstimationforSpeec +
Word Error Rate Estimation for Speech Recognition: E-WER  +
2019 ADeepNeuralNetworkforUnsupervis +
A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data  +
2019 AutoKerasAnEfficientNeuralArchi +
Auto-Keras: An Efficient Neural Architecture Search System  +
2019 AutomaticSmartContractGeneratio +
Automatic Smart Contract Generation Using Controlled Natural Language and Template  +
2019 BERT4RecSequentialRecommendatio +
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer  +
2019 BERTPreTrainingofDeepBidirectio +
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding  +
2019 BertscoreEvaluatingTextGenerati +
Bertscore: Evaluating Text Generation with Bert  +
2019 CUTIELearningtoUnderstandDocume +
Cutie: Learning to Understand Documents with Convolutional Universal Text Information Extractor  +
2019 CharacterLevelLanguageModelingw +
Character-level Language Modeling with Deeper Self-attention  +
2019 CharacterLevelLanguageModelingw +
Character-Level Language Modeling with Deeper Self-Attention  +
2019 CoQAAConversationalQuestionAnsw +
CoQA: A Conversational Question Answering Challenge  +
2019 Code2vecLearningDistributedRepr +
code2vec: Learning Distributed Representations of Code  +
2019 ComplementaryRecommendationsABr +
Complementary Recommendations: A Brief Survey  +
2019 ContextSensitiveMaliciousSpelli +
Context-Sensitive Malicious Spelling Error Correction  +
2019 DEFTACorpusforDefinitionExtract +
{DEFT}: A Corpus for Definition Extraction in Free- and Semi-structured Text  +
2019 DatatoTextGenerationwithContent +
Data-to-Text Generation with Content Selection and Planning  +
2019 DecentralizedTrialsintheAgeofRe +
Decentralized Trials in the Age of Real-World Evidence and Inclusivity in Clinical Investigations  +
2019 DeepLearningBasedRecommenderSys +
Deep Learning Based Recommender System: A Survey and New Perspectives  +
2019 DeepNeuralNetworkforSemanticbas +
Deep Neural Network for Semantic-based Text Recognition in Images.  +
2019 DeepResidualNeuralNetworksforAu +
Deep Residual Neural Networks for Audio Spoofing Detection  +
2019 DialogueNaturalLanguageInferenc +
Dialogue Natural Language Inference  +
2019 EmbarrassinglyShallowAutoencode +
Embarrassingly Shallow Autoencoders for Sparse Data  +
2019 EncodeTagRealizeHighPrecisionTe +
Encode, Tag, Realize: High-Precision Text Editing  +
2019 EndTimesABriefGuidetotheEndofth +
End Times: A Brief Guide to the End of the World  +
2019 ErrorCorrectingNeuralSequencePr +
Error-Correcting Neural Sequence Prediction  +
2019 GBDTLRDeepLearningforTurnbasedS +
GBDT, LR & Deep Learning for Turn-based Strategy Game AI  +
2019 GLUEAMultiTaskBenchmarkandAnaly +
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding  +
2019 GeographicKnowledgeGraphGeoKGAF +
Geographic Knowledge Graph (GeoKG): A Formalized Geographic Knowledge Representation  +
2019 GlobalWealthInequality +
Global Wealth Inequality  +
2019 IncorporatingSocialPracticesinB +
Incorporating Social Practices in BDI Agent Systems  +
2019 LanguageModelsAreUnsupervisedMu +
Language Models Are Unsupervised Multitask Learners  +
2019 LearningtoSpeakandActinaFantasy +
Learning to Speak and Act in a Fantasy Text Adventure Game  +
2019 MultiTaskDeepNeuralNetworksforN +
Multi-Task Deep Neural Networks for Natural Language Understanding  +
2019 MultimodalTransformerforUnalign +
Multimodal Transformer for Unaligned Multimodal Language Sequences  +
2019 NaturalQuestionsABenchmarkforQu +
Natural Questions: A Benchmark for Question Answering Research  +
2019 NeuralGraphCollaborativeFilteri +
Neural Graph Collaborative Filtering  +
2019 OntheDifficultyofEvaluatingBase +
On the Difficulty of Evaluating Baselines: A Study on Recommender Systems  +
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