| Neural Networks Compression for Language Modeling | Aug 20, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CLaC @ QATS: Quality Assessment for Text Simplification | Aug 19, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Syllable-level Neural Language Model for Agglutinative Language | Aug 18, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic Segmentation | Aug 15, 2017 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Comparison of Decoding Strategies for CTC Acoustic Models | Aug 15, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Early Improving Recurrent Elastic Highway Network | Aug 14, 2017 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| TandemNet: Distilling Knowledge from Medical Images Using Diagnostic Reports as Optional Semantic References | Aug 10, 2017 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Neural Machine Translation Leveraging Phrase-based Models in a Hybrid Search | Aug 10, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Location Name Extraction from Targeted Text Streams using Gazetteer-based Statistical Language Models | Aug 10, 2017 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Regularizing and Optimizing LSTM Language Models | Aug 7, 2017 | Image ClassificationLanguage Modeling | CodeCode Available | 1 |
| Revisiting Activation Regularization for Language RNNs | Aug 3, 2017 | L2 RegularizationLanguage Modeling | —Unverified | 0 |
| Dynamic Entity Representations in Neural Language Models | Aug 2, 2017 | Coreference ResolutionLanguage Modeling | CodeCode Available | 0 |
| Detecting Anxiety through Reddit | Aug 1, 2017 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| BUCC 2017 Shared Task: a First Attempt Toward a Deep Learning Framework for Identifying Parallel Sentences in Comparable Corpora | Aug 1, 2017 | Feature EngineeringLanguage Modeling | —Unverified | 0 |
| Representing Compositionality based on Multiple Timescales Gated Recurrent Neural Networks with Adaptive Temporal Hierarchy for Character-Level Language Models | Aug 1, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Neural Sequence-to-sequence Learning of Internal Word Structure | Aug 1, 2017 | DecoderLanguage Modeling | —Unverified | 0 |
| Parsing with Context Embeddings | Aug 1, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Joint Model for Semantic Sequences: Frames, Entities, Sentiments | Aug 1, 2017 | Cloze TestDiscourse Parsing | —Unverified | 0 |
| Learning Word Representations with Regularization from Prior Knowledge | Aug 1, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Semi-universal Pipelined Approach to the CoNLL 2017 UD Shared Task | Aug 1, 2017 | Cross-Lingual TransferLanguage Modeling | —Unverified | 0 |
| Classifying Semantic Clause Types: Modeling Context and Genre Characteristics with Recurrent Neural Networks and Attention | Aug 1, 2017 | Feature EngineeringGeneral Classification | —Unverified | 0 |
| Sheffield at SemEval-2017 Task 9: Transition-based language generation from AMR. | Aug 1, 2017 | Abstract Meaning RepresentationLanguage Modeling | —Unverified | 0 |
| UWAV at SemEval-2017 Task 7: Automated feature-based system for locating puns | Aug 1, 2017 | feature selectionLanguage Modeling | —Unverified | 0 |
| A Generative Parser with a Discriminative Recognition Algorithm | Aug 1, 2017 | Constituency ParsingDecoder | —Unverified | 0 |
| Bayesian Sparsification of Recurrent Neural Networks | Jul 31, 2017 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Self-organized Hierarchical Softmax | Jul 26, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Probabilistic Graphical Models for Credibility Analysis in Evolving Online Communities | Jul 26, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Dual Rectified Linear Units (DReLUs): A Replacement for Tanh Activation Functions in Quasi-Recurrent Neural Networks | Jul 25, 2017 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Exploring Neural Transducers for End-to-End Speech Recognition | Jul 24, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Transition-Based Generation from Abstract Meaning Representations | Jul 24, 2017 | Abstract Meaning RepresentationLanguage Modeling | CodeCode Available | 0 |
| LV-ROVER: Lexicon Verified Recognizer Output Voting Error Reduction | Jul 24, 2017 | Handwriting RecognitionLanguage Modeling | —Unverified | 0 |
| Language modeling with Neural trans-dimensional random fields | Jul 23, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| OBJ2TEXT: Generating Visually Descriptive Language from Object Layouts | Jul 22, 2017 | Caption GenerationDescriptive | —Unverified | 0 |
| Attention-Based End-to-End Speech Recognition on Voice Search | Jul 22, 2017 | DecoderL2 Regularization | —Unverified | 0 |
| High-risk learning: acquiring new word vectors from tiny data | Jul 20, 2017 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Syllable-aware Neural Language Models: A Failure to Beat Character-aware Ones | Jul 20, 2017 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Improving Language Modeling using Densely Connected Recurrent Neural Networks | Jul 19, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Simple Language Model based on PMI Matrix Approximations | Jul 17, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Do Neural Nets Learn Statistical Laws behind Natural Language? | Jul 16, 2017 | Deep LearningLanguage Modeling | —Unverified | 0 |
| Controlling Linguistic Style Aspects in Neural Language Generation | Jul 9, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network | Jul 8, 2017 | DiagnosticLanguage Modeling | —Unverified | 0 |
| An Embedded Deep Learning based Word Prediction | Jul 6, 2017 | Deep LearningLanguage Modeling | CodeCode Available | 0 |
| Multiscale sequence modeling with a learned dictionary | Jul 3, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Weighted-Entropy-Based Quantization for Deep Neural Networks | Jul 1, 2017 | image-classificationImage Classification | —Unverified | 0 |
| ER3: A Unified Framework for Event Retrieval, Recognition and Recounting | Jul 1, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Sentence Embedding for Neural Machine Translation Domain Adaptation | Jul 1, 2017 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Detecting annotation noise in automatically labelled data | Jul 1, 2017 | Active LearningDomain Adaptation | —Unverified | 0 |
| Improved Word Representation Learning with Sememes | Jul 1, 2017 | Common Sense ReasoningLanguage Modeling | CodeCode Available | 0 |
| Alignment at Work: Using Language to Distinguish the Internalization and Self-Regulation Components of Cultural Fit in Organizations | Jul 1, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Bridge Text and Knowledge by Learning Multi-Prototype Entity Mention Embedding | Jul 1, 2017 | Entity LinkingKnowledge Graph Completion | —Unverified | 0 |