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Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval@ACL 2017) +
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP 2017) +
Programming with a Differentiable Forth Interpreter +
QLUT at SemEval-2017 Task 2: Word Similarity Based on Word Embedding and Knowledge Base +
RACE: Large-scale ReAding Comprehension Dataset From Examinations +
RUFINO at SemEval-2017 Task 2: Cross-lingual Lexical Similarity by Extending PMI and Word Embeddings Systems with a Swadesh's-like List +
Recent Trends in Deep Learning Based Natural Language Processing +
Recurrent Highway Networks +
Recurrent Recommender Networks +
Regularizing and Optimizing LSTM Language Models +
Representations for Language: From Word Embeddings to Sentence Meanings +
Reservoir Computing Using Dynamic Memristors for Temporal Information Processing +
Scnn: An Accelerator for Compressed-sparse Convolutional Neural Networks +
SGDR: Stochastic Gradient Descent with Warm Restarts +
STARDATA: A StarCraft AI Research Dataset +
Scalable Demand-Aware Recommendation +
SearchQA: {A} New Q{\&}A Dataset Augmented with Context from a Search Engine +
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation +
Self-Determination Theory: Basic Psychological Needs in Motivation, Development, and Wellness +
SemEHR: Surfacing Semantic Data from Clinical Notes in Electronic Health Records for Tailored Care, Trial Recruitment, and Clinical Research +
SemEval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity +
Semantic Similarity from Natural Language and Ontology Analysis +
SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient +
Sew-Embed at SemEval-2017 Task 2: Language-Independent Concept Representations from a Semantically Enriched Wikipedia +
Spanner: Becoming a SQL System +
StarSpace: Embed All The Things! +
Technical Perspective: Solving Imperfect Information Games +
The Color of Law: A Forgotten History of How Our Government Segregated America +
The Evolution of Continuous Experimentation in Software Product Development: From Data to a Data-driven Organization at Scale +
The Ml Test Score: A Rubric for Ml Production Readiness and Technical Debt Reduction +
Toward Better Interactions in Recommender Systems: Cycling and Serpentining Approaches for Top-N Item Lists +
Toward Controlled Generation of Text +
Toward a Ban on Lethal Autonomous Weapons: Surmounting the Obstacles +
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension +
Unbiased Learning-to-Rank with Biased Feedback +
Understanding Deep Learning Requires Rethinking Generalization +
Unsupervised Machine Translation Using Monolingual Corpora Only +
Unsupervised Neural Machine Translation +
Unsupervised Pretraining for Sequence to Sequence Learning +
Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations +
Wasserstein Auto-Encoders +
When Recurrent Neural Networks Meet the Neighborhood for Session-Based Recommendation +
When Will {AI} Exceed Human Performance? Evidence from {AI} Experts +
Why Do People Watch Others Play Video Games? An Empirical Study on the Motivations of Twitch Users +
Wild Devs' at SemEval-2017 Task 2: Using Neural Networks to Discover Word Similarity +
A Field Study of Related Video Recommendations: Newest, Most Similar, Or Most Relevant? +
A Graph-to-Sequence Model for AMR-to-Text Generation +
A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction +
A Survey of Machine Learning for Big Code and Naturalness +
A Systematic Review of Automated Grammar Checking in English Language +
An End-to-end Neural Natural Language Interface for Databases +
An Evolutionary Hierarchical Interval Type-2 Fuzzy Knowledge Representation System (EHIT2FKRS) for Travel Route Assignment +
Analysing Dropout and Compounding Errors in Neural Language Models +
Ask the Right Questions: Active Question Reformulation with Reinforcement Learning +
Attention-based Encoder-Decoder Networks for Spelling and Grammatical Error Correction. +
Automated Learning of Templates for Data-to-text Generation: Comparing Rule-based, Statistical and Neural Methods +
Automated Phrase Mining from Massive Text Corpora +
Automatic Spelling Correction for Resource-Scarce Languages Using Deep Learning +
BPEmb: Tokenization-free Pre-trained Subword Embeddings in 275 Languages +
Boltzmann Encoded Adversarial Machines +
Breaking the Softmax Bottleneck: A High-rank RNN Language Model +
cGANs with Projection Discriminator +
CatBoost: Unbiased Boosting with Categorical Features +
Chiron: Privacy-preserving Machine Learning As a Service +
code2seq: Generating Sequences from Structured Representations of Code +
CogStack - Experiences of Deploying Integrated Information Retrieval and Extraction Services in a Large National Health Service Foundation Trust Hospital +
Cold Fusion: Training Seq2seq Models Together with Language Models +
Comparison of Maximum Common Subgraph Isomorphism Algorithms for the Alignment of 2D Chemical Structures +
Comparison of Rule Induction, Decision Trees and Formal Concept Analysis Approaches for Classification +
Context-Aware Neural Machine Translation Learns Anaphora Resolution +
Context-Sensitive Code Completion +
Contextual String Embeddings for Sequence Labeling +
DBPal: A Learned NL-Interface for Databases +
DKN: Deep Knowledge-aware Network for News Recommendation +
Deep Contextualized Word Representations +
Deep Contextualized Word Representations +
Deep Interest Network for Click-through Rate Prediction +
Deep Learning: A Critical Appraisal +
Deep Sequence Learning with Auxiliary Information for Traffic Prediction +
Design of Deep Echo State Networks +
Diggit: Automated Code Review via Software Repository Mining +
Dynamic Neural Turing Machine with Continuous and Discrete Addressing Schemes +
E6(R2) Good Clinical Practice: Integrated Addendum to ICH E6(R1) +
Economic Consequences of Artificial Intelligence and Robotics +
Enlightenment Now: The Case for Reason, Science, Humanism, and Progress +
Explore, Exploit, and Explain: Personalizing Explainable Recommendations with Bandits +
Expressive Probabilistic Models and Scalable Method of Moments: Technical Perspective +
Factfulness: Ten Reasons We're Wrong About the World -- and Why Things Are Better Than You Think +
Factors Associated with Clinical Trials That Fail and Opportunities for Improving the Likelihood of Success: A Review +
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding +
Generalized Learning with Reservoir Computing +
Generating Wikipedia by Summarizing Long Sequences +
Graph Convolutional Neural Networks for Web-scale Recommender Systems +
Guaranteed Sufficient Decrease for Stochastic Variance Reduced Gradient Optimization +
Hierarchical Neural Network for Extracting Knowledgeable Snippets and Documents +
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering +
How Many Hours Does It Take to Make a Friend? +
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures +
Implementing Neural Turing Machines +
Improving Language Understanding by Generative Pre-Training +