| Learning to Refine Source Representations for Neural Machine Translation | Dec 26, 2018 | DecoderMachine Translation | —Unverified | 0 |
| Multimodal deep learning for short-term stock volatility prediction | Dec 25, 2018 | Deep LearningMultimodal Deep Learning | —Unverified | 0 |
| Sequence to Sequence Learning for Query Expansion | Dec 25, 2018 | Information RetrievalKeyword Extraction | —Unverified | 0 |
| Non-Autoregressive Neural Machine Translation with Enhanced Decoder Input | Dec 23, 2018 | DecoderMachine Translation | —Unverified | 0 |
| Improving Context-Aware Semantic Relationships in Sparse Mobile Datasets | Dec 23, 2018 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| TEST: A Terminology Extraction System for Technology Related Terms | Dec 22, 2018 | SentenceSentence Classification | —Unverified | 0 |
| Distant Supervision for Relation Extraction with Linear Attenuation Simulation and Non-IID Relevance Embedding | Dec 22, 2018 | RelationRelation Extraction | —Unverified | 0 |
| RNNs Implicitly Implement Tensor Product Representations | Dec 20, 2018 | Representation LearningSentence | —Unverified | 0 |
| NeuralWarp: Time-Series Similarity with Warping Networks | Dec 20, 2018 | SentenceSentence Similarity | CodeCode Available | 0 |
| Variational Cross-domain Natural Language Generation for Spoken Dialogue Systems | Dec 20, 2018 | DiversitySentence | CodeCode Available | 0 |
| Feature Fusion Effects of Tensor Product Representation on (De)Compositional Network for Caption Generation for Images | Dec 17, 2018 | Caption GenerationImage Captioning | —Unverified | 0 |
| Hateminers : Detecting Hate speech against Women | Dec 17, 2018 | BIG-bench Machine LearningHate Speech Detection | CodeCode Available | 0 |
| Grounded Video Description | Dec 17, 2018 | Image DescriptionSentence | CodeCode Available | 1 |
| Inter-sentence Relation Extraction for Associating Biological Context with Events in Biomedical Texts | Dec 14, 2018 | RelationRelation Extraction | —Unverified | 0 |
| Code Failure Prediction and Pattern Extraction using LSTM Networks | Dec 13, 2018 | Bayesian OptimizationSentence | —Unverified | 0 |
| Dynamic Feature Generation Network for Answer Selection | Dec 13, 2018 | Answer SelectionRetrieval | —Unverified | 0 |
| Adversarial Inference for Multi-Sentence Video Description | Dec 13, 2018 | DiversityImage Captioning | CodeCode Available | 0 |
| Enriching Article Recommendation with Phrase Awareness | Dec 12, 2018 | InformativenessRecommendation Systems | —Unverified | 0 |
| SMT vs NMT: A Comparison over Hindi & Bengali Simple Sentences | Dec 12, 2018 | Machine TranslationNMT | —Unverified | 0 |
| Structured Neural Topic Models for Reviews | Dec 12, 2018 | SentenceTopic Models | —Unverified | 0 |
| Sentence-wise Smooth Regularization for Sequence to Sequence Learning | Dec 12, 2018 | Machine TranslationMulti-class Classification | —Unverified | 0 |
| Grammatical Analysis of Pretrained Sentence Encoders with Acceptability Judgments | Dec 11, 2018 | CoLALinguistic Acceptability | —Unverified | 0 |
| Weakly Supervised Dense Event Captioning in Videos | Dec 10, 2018 | Sentence | —Unverified | 0 |
| Learning to Assemble Neural Module Tree Networks for Visual Grounding | Dec 8, 2018 | Dependency ParsingNatural Language Visual Grounding | —Unverified | 0 |
| An Unsupervised Approach for Aspect Category Detection Using Soft Cosine Similarity Measure | Dec 8, 2018 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 |
| PIRC Net : Using Proposal Indexing, Relationships and Context for Phrase Grounding | Dec 7, 2018 | Phrase GroundingSentence | —Unverified | 0 |
| An Attempt towards Interpretable Audio-Visual Video Captioning | Dec 7, 2018 | Audio captioningAudio-Visual Video Captioning | —Unverified | 0 |
| Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering | Dec 6, 2018 | Answer SelectionKnowledge Base Question Answering | CodeCode Available | 0 |
| StoryGAN: A Sequential Conditional GAN for Story Visualization | Dec 6, 2018 | SentenceStory Visualization | CodeCode Available | 0 |
| Auto-Encoding Scene Graphs for Image Captioning | Dec 6, 2018 | DecoderImage Captioning | CodeCode Available | 0 |
| Improving Medical Short Text Classification with Semantic Expansion Using Word-Cluster Embedding | Dec 5, 2018 | ClassificationClustering | —Unverified | 0 |
| e-SNLI: Natural Language Inference with Natural Language Explanations | Dec 4, 2018 | Natural Language InferenceSentence | CodeCode Available | 1 |
| Leveraging Multi-grained Sentiment Lexicon Information for Neural Sequence Models | Dec 4, 2018 | General ClassificationNegation | —Unverified | 0 |
| Utilization of Dependency Type per Sentence to Identify Differences among Genres of English Texts | Dec 1, 2018 | Sentence | —Unverified | 0 |
| Syllables for Sentence Classification in Morphologically Rich Languages | Dec 1, 2018 | ClassificationSentence | —Unverified | 0 |
| Modeling Speech Acts in Asynchronous Conversations: A Neural-CRF Approach | Dec 1, 2018 | SentenceWord Embeddings | —Unverified | 0 |
| Towards Text Generation with Adversarially Learned Neural Outlines | Dec 1, 2018 | SentenceText Generation | —Unverified | 0 |
| Discrete Adversarial Attacks and Submodular Optimization with Applications to Text Classification | Dec 1, 2018 | Adversarial TextGeneral Classification | CodeCode Available | 0 |
| Learning Speaker Representations with Mutual Information | Dec 1, 2018 | SentenceSpeaker Identification | CodeCode Available | 1 |
| Non-entailed subsequences as a challenge for natural language inference | Nov 29, 2018 | Natural Language InferenceSentence | —Unverified | 0 |
| Multi-level Multimodal Common Semantic Space for Image-Phrase Grounding | Nov 28, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Unsupervised Image Captioning | Nov 27, 2018 | Image CaptioningImage Description | CodeCode Available | 0 |
| Verb Argument Structure Alternations in Word and Sentence Embeddings | Nov 27, 2018 | SentenceSentence Embedding | —Unverified | 0 |
| Learning to detect dysarthria from raw speech | Nov 27, 2018 | General ClassificationSentence | CodeCode Available | 0 |
| Visual Entailment Task for Visually-Grounded Language Learning | Nov 26, 2018 | Grounded language learningNatural Language Inference | —Unverified | 0 |
| Sentence Encoding with Tree-constrained Relation Networks | Nov 26, 2018 | General ClassificationMachine Translation | —Unverified | 0 |
| Backdoor Decomposable Monotone Circuits and their Propagation Complete Encodings | Nov 23, 2018 | Sentence | —Unverified | 0 |
| Contextualized Non-local Neural Networks for Sequence Learning | Nov 21, 2018 | General ClassificationSentence | —Unverified | 0 |
| Correcting the Common Discourse Bias in Linear Representation of Sentences using Conceptors | Nov 17, 2018 | Semantic Textual SimilaritySentence | —Unverified | 0 |
| Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification | Nov 16, 2018 | General ClassificationSentence | CodeCode Available | 0 |