| Understanding Hidden Memories of Recurrent Neural Networks | Oct 30, 2017 | ClusteringSentence | CodeCode Available | 0 |
| A Neural-Symbolic Approach to Design of CAPTCHA | Oct 29, 2017 | BIG-bench Machine LearningImage Captioning | —Unverified | 0 |
| Personalized word representations Carrying Personalized Semantics Learned from Social Network Posts | Oct 29, 2017 | SentenceSentence Completion | —Unverified | 0 |
| Speeding up Context-based Sentence Representation Learning with Non-autoregressive Convolutional Decoding | Oct 28, 2017 | DecoderRepresentation Learning | —Unverified | 0 |
| One-shot and few-shot learning of word embeddings | Oct 27, 2017 | Few-Shot LearningSentence | —Unverified | 0 |
| Drug–drug interaction extraction via hierarchical RNNs on sequence and shortest dependency paths | Oct 25, 2017 | Drug–drug Interaction ExtractionPharmacovigilance | —Unverified | 0 |
| Scaling Text with the Class Affinity Model | Oct 24, 2017 | modelSentence | —Unverified | 0 |
| A Simple Text Analytics Model To Assist Literary Criticism: comparative approach and example on James Joyce against Shakespeare and the Bible | Oct 24, 2017 | Part-Of-Speech TaggingSentence | —Unverified | 0 |
| Attending to All Mention Pairs for Full Abstract Biological Relation Extraction | Oct 23, 2017 | AllPrediction | —Unverified | 0 |
| Testing the limits of unsupervised learning for semantic similarity | Oct 23, 2017 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| Bringing Semantic Structures to User Intent Detection in Online Medical Queries | Oct 22, 2017 | Intent DetectionMulti-Task Learning | —Unverified | 0 |
| Text Coherence Analysis Based on Deep Neural Network | Oct 21, 2017 | SentenceSentence Ordering | CodeCode Available | 0 |
| Visual Speech Recognition Using PCA Networks and LSTMs in a Tandem GMM-HMM System | Oct 19, 2017 | Sentencespeech-recognition | —Unverified | 0 |
| Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Description | Oct 19, 2017 | Image DescriptionMachine Translation | —Unverified | 0 |
| Combining Multiple Views for Visual Speech Recognition | Oct 19, 2017 | Sentencespeech-recognition | —Unverified | 0 |
| Be Your Own Prada: Fashion Synthesis with Structural Coherence | Oct 19, 2017 | Fashion SynthesisSemantic Segmentation | —Unverified | 0 |
| Constructing Datasets for Multi-hop Reading Comprehension Across Documents | Oct 17, 2017 | Multi-Hop Reading ComprehensionReading Comprehension | —Unverified | 0 |
| Unsupervised Sentence Representations as Word Information Series: Revisiting TF--IDF | Oct 17, 2017 | Open-Ended Question AnsweringSemantic Textual Similarity | —Unverified | 0 |
| Text2Action: Generative Adversarial Synthesis from Language to Action | Oct 15, 2017 | DecoderGenerative Adversarial Network | CodeCode Available | 0 |
| DisSent: Sentence Representation Learning from Explicit Discourse Relations | Oct 12, 2017 | Dependency ParsingNatural Language Understanding | CodeCode Available | 0 |
| Adapting general-purpose speech recognition engine output for domain-specific natural language question answering | Oct 12, 2017 | Question AnsweringSentence | —Unverified | 0 |
| Emergent Translation in Multi-Agent Communication | Oct 12, 2017 | Machine TranslationSentence | —Unverified | 0 |
| Measurement Context Extraction from Text: Discovering Opportunities and Gaps in Earth Science | Oct 11, 2017 | Sentence | CodeCode Available | 0 |
| Distant Supervision for Relation Extraction with Sentence-Level Attention and Entity Descriptions | Oct 10, 2017 | RelationRelation Extraction | —Unverified | 0 |
| What does Attention in Neural Machine Translation Pay Attention to? | Oct 9, 2017 | Machine TranslationSentence | —Unverified | 0 |
| OSU Multimodal Machine Translation System Report | Oct 7, 2017 | Image CaptioningMachine Translation | —Unverified | 0 |
| Multi-Document Summarization using Distributed Bag-of-Words Model | Oct 7, 2017 | Document SummarizationMulti-Document Summarization | —Unverified | 0 |
| Machine Translation Evaluation with Neural Networks | Oct 5, 2017 | Machine TranslationSentence | —Unverified | 0 |
| Discourse Structure in Machine Translation Evaluation | Oct 4, 2017 | Machine TranslationSentence | —Unverified | 0 |
| MMCR4NLP: Multilingual Multiway Corpora Repository for Natural Language Processing | Oct 3, 2017 | Machine TranslationMultilingual NLP | CodeCode Available | 0 |
| Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms | Oct 2, 2017 | Claim VerificationNatural Language Inference | CodeCode Available | 0 |
| Minimal Dependency Translation: a Framework for Computer-Assisted Translation for Under-Resourced Languages | Oct 2, 2017 | Machine TranslationSentence | —Unverified | 0 |
| Evaluating Word Embeddings for Sentence Boundary Detection in Speech Transcripts | Oct 1, 2017 | Automatic Speech Recognition (ASR)Boundary Detection | —Unverified | 0 |
| Robust Tuning Datasets for Statistical Machine Translation | Oct 1, 2017 | Machine TranslationSentence | —Unverified | 0 |
| Improving Opinion Summarization by Assessing Sentence Importance in On-line Reviews | Oct 1, 2017 | Opinion SummarizationSentence | —Unverified | 0 |
| DTATG: An Automatic Title Generator based on Dependency Trees | Oct 1, 2017 | Sentence | —Unverified | 0 |
| Hierarchical Multimodal LSTM for Dense Visual-Semantic Embedding | Oct 1, 2017 | Sentence | —Unverified | 0 |
| Unidirectional brain to muscle connectivity reveals motor cortex control of leg muscles during stereotyped walking | Oct 1, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| The BURCHAK corpus: a Challenge Data Set for Interactive Learning of Visually Grounded Word Meanings | Sep 29, 2017 | AttributeReinforcement Learning | —Unverified | 0 |
| Graph Convolutional Networks for Named Entity Recognition | Sep 28, 2017 | Feature Engineeringnamed-entity-recognition | CodeCode Available | 0 |
| Sentiment Classification with Word Attention based on Weakly Supervised Learning with a Convolutional Neural Network | Sep 28, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| A Deep Neural Network Approach To Parallel Sentence Extraction | Sep 28, 2017 | Feature EngineeringMachine Translation | —Unverified | 0 |
| Jointly Trained Sequential Labeling and Classification by Sparse Attention Neural Networks | Sep 28, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Hierarchical Scene Parsing by Weakly Supervised Learning with Image Descriptions | Sep 27, 2017 | DescriptiveObject | —Unverified | 0 |
| Multi-Label Classification of Patient Notes a Case Study on ICD Code Assignment | Sep 27, 2017 | General ClassificationMulti-Label Classification | CodeCode Available | 0 |
| Generating Sentences by Editing Prototypes | Sep 26, 2017 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Dataset Construction via Attention for Aspect Term Extraction with Distant Supervision | Sep 26, 2017 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Learning to Explain Non-Standard English Words and Phrases | Sep 26, 2017 | Sentence | CodeCode Available | 0 |
| "Let me convince you to buy my product ... ": A Case Study of an Automated Persuasive System for Fashion Products | Sep 25, 2017 | Sentence | —Unverified | 0 |
| Learning Context-Sensitive Convolutional Filters for Text Processing | Sep 25, 2017 | Paraphrase IdentificationSentence | —Unverified | 0 |